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ORCIDBibTeX records: Charu C. Aggarwal
@article{DBLP:journals/csur/ChenCZJFZCWAL24,
author = {Zhiqian Chen and
Fanglan Chen and
Lei Zhang and
Taoran Ji and
Kaiqun Fu and
Liang Zhao and
Feng Chen and
Lingfei Wu and
Charu Aggarwal and
Chang{-}Tien Lu},
title = {Bridging the Gap between Spatial and Spectral Domains: {A} Unified
Framework for Graph Neural Networks},
journal = {{ACM} Comput. Surv.},
volume = {56},
number = {5},
pages = {126:1--126:42},
year = {2024},
url = {https://doi.org/10.1145/3627816},
doi = {10.1145/3627816},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/ChenCZJFZCWAL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SunXLXSA24,
author = {Ke Sun and
Feng Xia and
Jiaying Liu and
Bo Xu and
Vidya Saikrishna and
Charu C. Aggarwal},
title = {Attributed Graph Force Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {4},
pages = {4502--4515},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3221100},
doi = {10.1109/TNNLS.2022.3221100},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/SunXLXSA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhaoWZWAD24,
author = {Yuying Zhao and
Yu Wang and
Yi Zhang and
Pamela Wisniewski and
Charu C. Aggarwal and
Tyler Derr},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness
in Online Dating Recommendations Based on User Sexual Orientation},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22547--22555},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30263},
doi = {10.1609/AAAI.V38I20.30263},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhaoWZWAD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01943,
author = {Hongliang Chi and
Wei Jin and
Charu Aggarwal and
Yao Ma},
title = {Precedence-Constrained Winter Value for Effective Graph Data Valuation},
journal = {CoRR},
volume = {abs/2402.01943},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01943},
doi = {10.48550/ARXIV.2402.01943},
eprinttype = {arXiv},
eprint = {2402.01943},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08241,
author = {Jin Li and
Shoujin Wang and
Qi Zhang and
Longbing Cao and
Fang Chen and
Xiuzhen Zhang and
Dietmar Jannach and
Charu C. Aggarwal},
title = {Causal Learning for Trustworthy Recommender Systems: {A} Survey},
journal = {CoRR},
volume = {abs/2402.08241},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08241},
doi = {10.48550/ARXIV.2402.08241},
eprinttype = {arXiv},
eprint = {2402.08241},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12541,
author = {Yuying Zhao and
Yu Wang and
Yi Zhang and
Pamela Wisniewski and
Charu C. Aggarwal and
Tyler Derr},
title = {Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness
in Online Dating Recommendations Based on User Sexual Orientation},
journal = {CoRR},
volume = {abs/2402.12541},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12541},
doi = {10.48550/ARXIV.2402.12541},
eprinttype = {arXiv},
eprint = {2402.12541},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/FebrinantoXMTA23,
author = {Falih Gozi Febrinanto and
Feng Xia and
Kristen Moore and
Chandra Thapa and
Charu Aggarwal},
title = {Graph Lifelong Learning: {A} Survey},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {18},
number = {1},
pages = {32--51},
year = {2023},
url = {https://doi.org/10.1109/MCI.2022.3222049},
doi = {10.1109/MCI.2022.3222049},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/FebrinantoXMTA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/KakkadJS0M23,
author = {Jaykumar Kakkad and
Jaspal Jannu and
Kartik Sharma and
Charu Aggarwal and
Sourav Medya},
title = {A Survey on Explainability of Graph Neural Networks},
journal = {{IEEE} Data Eng. Bull.},
volume = {46},
number = {2},
pages = {35--63},
year = {2023},
url = {http://sites.computer.org/debull/A23june/p35.pdf},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/debu/KakkadJS0M23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/000100L0T23,
author = {Yiqi Wang and
Yao Ma and
Wei Jin and
Chaozhuo Li and
Charu Aggarwal and
Jiliang Tang},
title = {Customized Graph Nerual Networks},
journal = {{IEEE} Data Eng. Bull.},
volume = {46},
number = {2},
pages = {108--125},
year = {2023},
url = {http://sites.computer.org/debull/A23june/p108.pdf},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/debu/000100L0T23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/XiaAAL23,
author = {Feng Xia and
Leman Akoglu and
Charu Aggarwal and
Huan Liu},
title = {Deep Anomaly Analytics: Advancing the Frontier of Anomaly Detection},
journal = {{IEEE} Intell. Syst.},
volume = {38},
number = {2},
pages = {32--35},
year = {2023},
url = {https://doi.org/10.1109/MIS.2023.3255590},
doi = {10.1109/MIS.2023.3255590},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/XiaAAL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/RenXLHA23,
author = {Jing Ren and
Feng Xia and
Ivan Lee and
Azadeh Noori Hoshyar and
Charu C. Aggarwal},
title = {Graph Learning for Anomaly Analytics: Algorithms, Applications, and
Challenges},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {14},
number = {2},
pages = {28:1--28:29},
year = {2023},
url = {https://doi.org/10.1145/3570906},
doi = {10.1145/3570906},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/RenXLHA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuFWLAX23,
author = {Kunpeng Liu and
Yanjie Fu and
Le Wu and
Xiaolin Li and
Charu Aggarwal and
Hui Xiong},
title = {Automated Feature Selection: {A} Reinforcement Learning Perspective},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {3},
pages = {2272--2284},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3115477},
doi = {10.1109/TKDE.2021.3115477},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiuFWLAX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiHPCAY23,
author = {Jianxin Li and
Lifang He and
Hao Peng and
Peng Cui and
Charu C. Aggarwal and
Philip S. Yu},
title = {Guest Editorial Introduction to the Special Issue on Anomaly Detection
in Emerging Data-Driven Applications: Theory, Algorithms, and Applications},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {12},
pages = {11982--11983},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2023.3301582},
doi = {10.1109/TKDE.2023.3301582},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiHPCAY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Shomer0LWAT23,
author = {Harry Shomer and
Yao Ma and
Juanhui Li and
Bo Wu and
Charu C. Aggarwal and
Jiliang Tang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Distance-Based Propagation for Efficient Knowledge Graph Reasoning},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {14692--14707},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.908},
doi = {10.18653/V1/2023.EMNLP-MAIN.908},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Shomer0LWAT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/FanXJLTWLT0A23,
author = {Wenqi Fan and
Han Xu and
Wei Jin and
Xiaorui Liu and
Xianfeng Tang and
Suhang Wang and
Qing Li and
Jiliang Tang and
Jianping Wang and
Charu C. Aggarwal},
title = {Jointly Attacking Graph Neural Network and its Explanations},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {654--667},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00056},
doi = {10.1109/ICDE55515.2023.00056},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/FanXJLTWLT0A23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HanLSTAT23,
author = {Haoyu Han and
Xiaorui Liu and
Feng Shi and
MohamadAli Torkamani and
Charu C. Aggarwal and
Jiliang Tang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Towards Label Position Bias in Graph Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/4798eef078de031518beaf54f4b5fb5f-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HanLSTAT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-05860,
author = {Zhenyu Yang and
Ge Zhang and
Jia Wu and
Jian Yang and
Quan Z. Sheng and
Shan Xue and
Chuan Zhou and
Charu C. Aggarwal and
Hao Peng and
Wenbin Hu and
Edwin Hancock and
Pietro Li{\`{o}}},
title = {A Comprehensive Survey of Graph-level Learning},
journal = {CoRR},
volume = {abs/2301.05860},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.05860},
doi = {10.48550/ARXIV.2301.05860},
eprinttype = {arXiv},
eprint = {2301.05860},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-05860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10362,
author = {Zitai Qiu and
Jia Wu and
Jian Yang and
Xing Su and
Charu C. Aggarwal},
title = {Heterogeneous Social Event Detection via Hyperbolic Graph Representations},
journal = {CoRR},
volume = {abs/2302.10362},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10362},
doi = {10.48550/ARXIV.2302.10362},
eprinttype = {arXiv},
eprint = {2302.10362},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-01391,
author = {Zhimeng Guo and
Teng Xiao and
Charu Aggarwal and
Hui Liu and
Suhang Wang},
title = {Counterfactual Learning on Graphs: {A} Survey},
journal = {CoRR},
volume = {abs/2304.01391},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.01391},
doi = {10.48550/ARXIV.2304.01391},
eprinttype = {arXiv},
eprint = {2304.01391},
timestamp = {Fri, 28 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-01391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14851,
author = {Pengfei He and
Han Xu and
Jie Ren and
Yingqian Cui and
Hui Liu and
Charu C. Aggarwal and
Jiliang Tang},
title = {Sharpness-Aware Data Poisoning Attack},
journal = {CoRR},
volume = {abs/2305.14851},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14851},
doi = {10.48550/ARXIV.2305.14851},
eprinttype = {arXiv},
eprint = {2305.14851},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14851.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15822,
author = {Haoyu Han and
Xiaorui Liu and
Feng Shi and
MohamadAli Torkamani and
Charu C. Aggarwal and
Jiliang Tang},
title = {Towards Label Position Bias in Graph Neural Networks},
journal = {CoRR},
volume = {abs/2305.15822},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15822},
doi = {10.48550/ARXIV.2305.15822},
eprinttype = {arXiv},
eprint = {2305.15822},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01958,
author = {Jaykumar Kakkad and
Jaspal Jannu and
Kartik Sharma and
Charu C. Aggarwal and
Sourav Medya},
title = {A Survey on Explainability of Graph Neural Networks},
journal = {CoRR},
volume = {abs/2306.01958},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01958},
doi = {10.48550/ARXIV.2306.01958},
eprinttype = {arXiv},
eprint = {2306.01958},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01958.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02002,
author = {Zhichao Hou and
Xitong Zhang and
Wei Wang and
Charu C. Aggarwal and
Xiaorui Liu},
title = {Can Directed Graph Neural Networks be Adversarially Robust?},
journal = {CoRR},
volume = {abs/2306.02002},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02002},
doi = {10.48550/ARXIV.2306.02002},
eprinttype = {arXiv},
eprint = {2306.02002},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-04644,
author = {Yuying Zhao and
Yu Wang and
Yunchao Liu and
Xueqi Cheng and
Charu C. Aggarwal and
Tyler Derr},
title = {Fairness and Diversity in Recommender Systems: {A} Survey},
journal = {CoRR},
volume = {abs/2307.04644},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.04644},
doi = {10.48550/ARXIV.2307.04644},
eprinttype = {arXiv},
eprint = {2307.04644},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-04644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-01024,
author = {Harry Shomer and
Yao Ma and
Juanhui Li and
Bo Wu and
Charu C. Aggarwal and
Jiliang Tang},
title = {Distance-Based Propagation for Efficient Knowledge Graph Reasoning},
journal = {CoRR},
volume = {abs/2311.01024},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.01024},
doi = {10.48550/ARXIV.2311.01024},
eprinttype = {arXiv},
eprint = {2311.01024},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-01024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/Aggarwal22,
author = {Charu C. Aggarwal},
title = {Machine Learning for Text, Second Edition},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-96623-2},
doi = {10.1007/978-3-030-96623-2},
isbn = {978-3-030-96622-5},
timestamp = {Mon, 09 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/Aggarwal22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/HuLAZ22,
author = {Zhiqiang Hu and
Roy Ka{-}Wei Lee and
Charu C. Aggarwal and
Aston Zhang},
title = {Text Style Transfer: {A} Review and Experimental Evaluation},
journal = {{SIGKDD} Explor.},
volume = {24},
number = {1},
pages = {14--45},
year = {2022},
url = {https://doi.org/10.1145/3544903.3544906},
doi = {10.1145/3544903.3544906},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/HuLAZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/Aggarwal22,
author = {Charu C. Aggarwal},
title = {An Interview with Dr. Charu Aggarwal, Winner of {ACM} {SIGKDD} 2022
Service Award},
journal = {{SIGKDD} Explor.},
volume = {24},
number = {2},
pages = {3--4},
year = {2022},
url = {https://doi.org/10.1145/3575637.3575640},
doi = {10.1145/3575637.3575640},
timestamp = {Tue, 24 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/Aggarwal22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ChoudharyASR22,
author = {Nurendra Choudhary and
Charu C. Aggarwal and
Karthik Subbian and
Chandan K. Reddy},
title = {Self-supervised Short-text Modeling through Auxiliary Context Generation},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {13},
number = {3},
pages = {51:1--51:21},
year = {2022},
url = {https://doi.org/10.1145/3511712},
doi = {10.1145/3511712},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/ChoudharyASR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Aggarwal22,
author = {Charu C. Aggarwal},
title = {Communication from the Editor-in-Chief: State of the {ACM} Transactions
on Knowledge Discovery from Data},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {2},
pages = {21e:1--21e:2},
year = {2022},
url = {https://doi.org/10.1145/3463950},
doi = {10.1145/3463950},
timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/Aggarwal22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/PangASS22,
author = {Guansong Pang and
Charu Aggarwal and
Chunhua Shen and
Nicu Sebe},
title = {Editorial Deep Learning for Anomaly Detection},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {6},
pages = {2282--2286},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2022.3162123},
doi = {10.1109/TNNLS.2022.3162123},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/PangASS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuMWYXB0PSA22,
author = {Fanzhen Liu and
Xiaoxiao Ma and
Jia Wu and
Jian Yang and
Shan Xue and
Amin Beheshti and
Chuan Zhou and
Hao Peng and
Quan Z. Sheng and
Charu C. Aggarwal},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{DAGAD:} Data Augmentation for Graph Anomaly Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {259--268},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00036},
doi = {10.1109/ICDM54844.2022.00036},
timestamp = {Tue, 12 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuMWYXB0PSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JinL0AT22,
author = {Wei Jin and
Xiaorui Liu and
Yao Ma and
Charu C. Aggarwal and
Jiliang Tang},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Feature Overcorrelation in Deep Graph Neural Networks: {A} New Perspective},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {709--719},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539445},
doi = {10.1145/3534678.3539445},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JinL0AT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangYWYXPSZSAA22,
author = {Ge Zhang and
Zhenyu Yang and
Jia Wu and
Jian Yang and
Shan Xue and
Hao Peng and
Jianlin Su and
Chuan Zhou and
Quan Z. Sheng and
Leman Akoglu and
Charu C. Aggarwal},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Dual-discriminative Graph Neural Network for Imbalanced Graph-level
Anomaly Detection},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/98a625423070cfc6ae3d82d4b59408a0-Abstract-Conference.html},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangYWYXPSZSAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WangZ0ZW022,
author = {Shoujin Wang and
Qi Zhang and
Liang Hu and
Xiuzhen Zhang and
Yan Wang and
Charu Aggarwal},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Sequential/Session-based Recommendations: Challenges, Approaches,
Applications and Opportunities},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {3425--3428},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3532685},
doi = {10.1145/3477495.3532685},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/WangZ0ZW022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/RastogiDGZA22,
author = {Nidhi Rastogi and
Sharmishtha Dutta and
Alex Gittens and
Mohammed J. Zaki and
Charu C. Aggarwal},
title = {{TINKER:} {A} framework for Open source Cyberthreat Intelligence},
booktitle = {{IEEE} International Conference on Trust, Security and Privacy in
Computing and Communications, TrustCom 2022, Wuhan, China, December
9-11, 2022},
pages = {1569--1574},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/TrustCom56396.2022.00225},
doi = {10.1109/TRUSTCOM56396.2022.00225},
timestamp = {Mon, 27 Mar 2023 16:44:39 +0200},
biburl = {https://dblp.org/rec/conf/trustcom/RastogiDGZA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/XiaL022,
author = {Feng Xia and
Renaud Lambiotte and
Charu Aggarwal},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {GraphLearning'22: 1st International Workshop on Graph Learning},
booktitle = {Companion of The Web Conference 2022, Virtual Event / Lyon, France,
April 25 - 29, 2022},
pages = {1004--1005},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3487553.3524869},
doi = {10.1145/3487553.3524869},
timestamp = {Fri, 19 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/XiaL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10688,
author = {Falih Gozi Febrinanto and
Feng Xia and
Kristen Moore and
Chandra Thapa and
Charu Aggarwal},
title = {Graph Lifelong Learning: {A} Survey},
journal = {CoRR},
volume = {abs/2202.10688},
year = {2022},
url = {https://arxiv.org/abs/2202.10688},
eprinttype = {arXiv},
eprint = {2202.10688},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10759,
author = {Shoujin Wang and
Qi Zhang and
Liang Hu and
Xiuzhen Zhang and
Yan Wang and
Charu Aggarwal},
title = {Sequential/Session-based Recommendations: Challenges, Approaches,
Applications and Opportunities},
journal = {CoRR},
volume = {abs/2205.10759},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10759},
doi = {10.48550/ARXIV.2205.10759},
eprinttype = {arXiv},
eprint = {2205.10759},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15555,
author = {Ge Zhang and
Jia Wu and
Jian Yang and
Shan Xue and
Wenbin Hu and
Chuan Zhou and
Hao Peng and
Quan Z. Sheng and
Charu Aggarwal},
title = {Graph-level Neural Networks: Current Progress and Future Directions},
journal = {CoRR},
volume = {abs/2205.15555},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15555},
doi = {10.48550/ARXIV.2205.15555},
eprinttype = {arXiv},
eprint = {2205.15555},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07743,
author = {Wei Jin and
Xiaorui Liu and
Yao Ma and
Charu C. Aggarwal and
Jiliang Tang},
title = {Feature Overcorrelation in Deep Graph Neural Networks: {A} New Perspective},
journal = {CoRR},
volume = {abs/2206.07743},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07743},
doi = {10.48550/ARXIV.2206.07743},
eprinttype = {arXiv},
eprint = {2206.07743},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-01820,
author = {Shijie Zhou and
Zhimeng Guo and
Charu C. Aggarwal and
Xiang Zhang and
Suhang Wang},
title = {Link Prediction on Heterophilic Graphs via Disentangled Representation
Learning},
journal = {CoRR},
volume = {abs/2208.01820},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.01820},
doi = {10.48550/ARXIV.2208.01820},
eprinttype = {arXiv},
eprint = {2208.01820},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-01820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-12618,
author = {Djallel Bouneffouf and
Charu C. Aggarwal},
title = {Survey on Applications of Neurosymbolic Artificial Intelligence},
journal = {CoRR},
volume = {abs/2209.12618},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.12618},
doi = {10.48550/ARXIV.2209.12618},
eprinttype = {arXiv},
eprint = {2209.12618},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-12618.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09766,
author = {Fanzhen Liu and
Xiaoxiao Ma and
Jia Wu and
Jian Yang and
Shan Xue and
Amin Beheshti and
Chuan Zhou and
Hao Peng and
Quan Z. Sheng and
Charu C. Aggarwal},
title = {{DAGAD:} Data Augmentation for Graph Anomaly Detection},
journal = {CoRR},
volume = {abs/2210.09766},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09766},
doi = {10.48550/ARXIV.2210.09766},
eprinttype = {arXiv},
eprint = {2210.09766},
timestamp = {Tue, 12 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05244,
author = {Zahra Zamanzadeh Darban and
Geoffrey I. Webb and
Shirui Pan and
Charu C. Aggarwal and
Mahsa Salehi},
title = {Deep Learning for Time Series Anomaly Detection: {A} Survey},
journal = {CoRR},
volume = {abs/2211.05244},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05244},
doi = {10.48550/ARXIV.2211.05244},
eprinttype = {arXiv},
eprint = {2211.05244},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05532,
author = {Jing Ren and
Feng Xia and
Azadeh Noori Hoshyar and
Charu C. Aggarwal},
title = {Graph Learning for Anomaly Analytics: Algorithms, Applications, and
Challenges},
journal = {CoRR},
volume = {abs/2212.05532},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05532},
doi = {10.48550/ARXIV.2212.05532},
eprinttype = {arXiv},
eprint = {2212.05532},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/Aggarwal21,
author = {Charu C. Aggarwal},
title = {Artificial Intelligence - {A} Textbook},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-72357-6},
doi = {10.1007/978-3-030-72357-6},
isbn = {978-3-030-72356-9},
timestamp = {Mon, 19 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/Aggarwal21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/Duan00021,
author = {Liang Duan and
Shuai Ma and
Charu Aggarwal and
Saket Sathe},
title = {Improving spectral clustering with deep embedding, cluster estimation
and metric learning},
journal = {Knowl. Inf. Syst.},
volume = {63},
number = {3},
pages = {675--694},
year = {2021},
url = {https://doi.org/10.1007/s10115-020-01530-8},
doi = {10.1007/S10115-020-01530-8},
timestamp = {Wed, 17 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/Duan00021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/MandalMUA21,
author = {Debmalya Mandal and
Sourav Medya and
Brian Uzzi and
Charu Aggarwal},
title = {MetaLearning with Graph Neural Networks: Methods and Applications},
journal = {{SIGKDD} Explor.},
volume = {23},
number = {2},
pages = {13--22},
year = {2021},
url = {https://doi.org/10.1145/3510374.3510379},
doi = {10.1145/3510374.3510379},
timestamp = {Wed, 19 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/MandalMUA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangLZAF21,
author = {Pengyang Wang and
Xiaolin Li and
Yu Zheng and
Charu Aggarwal and
Yanjie Fu},
title = {Spatiotemporal Representation Learning for Driving Behavior Analysis:
{A} Joint Perspective of Peer and Temporal Dependencies},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {2},
pages = {728--741},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2935203},
doi = {10.1109/TKDE.2019.2935203},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangLZAF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/RenAZ21,
author = {Yuxiang Ren and
Charu C. Aggarwal and
Jiawei Zhang},
title = {ActiveIter: Meta Diagram Based Active Learning in Social Networks
Alignment},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {5},
pages = {1848--1860},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2947908},
doi = {10.1109/TKDE.2019.2947908},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/RenAZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/JinL0DAT21,
author = {Wei Jin and
Xiaorui Liu and
Yao Ma and
Tyler Derr and
Charu C. Aggarwal and
Jiliang Tang},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Graph Feature Gating Networks},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {813--822},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482434},
doi = {10.1145/3459637.3482434},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/JinL0DAT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Dai0W21,
author = {Enyan Dai and
Charu Aggarwal and
Suhang Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{NRGNN:} Learning a Label Noise Resistant Graph Neural Network on
Sparsely and Noisily Labeled Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {227--236},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467364},
doi = {10.1145/3447548.3467364},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Dai0W21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PangA21,
author = {Guansong Pang and
Charu C. Aggarwal},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Toward Explainable Deep Anomaly Detection},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4056--4057},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470794},
doi = {10.1145/3447548.3470794},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PangA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/HuLA21,
author = {Zhiqiang Hu and
Roy Ka{-}Wei Lee and
Charu C. Aggarwal},
editor = {Galia Angelova and
Maria Kunilovskaya and
Ruslan Mitkov and
Ivelina Nikolova{-}Koleva},
title = {Syntax Matters! Syntax-Controlled in Text Style Transfer},
booktitle = {Proceedings of the International Conference on Recent Advances in
Natural Language Processing {(RANLP} 2021), Held Online, 1-3 September,
2021},
pages = {566--575},
publisher = {{INCOMA} Ltd.},
year = {2021},
url = {https://aclanthology.org/2021.ranlp-1.64},
timestamp = {Mon, 13 Nov 2023 12:27:35 +0100},
biburl = {https://dblp.org/rec/conf/ranlp/HuLA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalLY21,
author = {Charu C. Aggarwal and
Yao Li and
Philip S. Yu},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Signature-Based Anomaly Detection in Networks},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {109--117},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.13},
doi = {10.1137/1.9781611976700.13},
timestamp = {Sat, 21 Aug 2021 11:46:54 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/PangC021,
author = {Guansong Pang and
Longbing Cao and
Charu Aggarwal},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Deep Learning for Anomaly Detection: Challenges, Methods, and Opportunities},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {1127--1130},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441659},
doi = {10.1145/3437963.3441659},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/PangC021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05571,
author = {Nidhi Rastogi and
Sharmishtha Dutta and
Mohammed J. Zaki and
Alex Gittens and
Charu C. Aggarwal},
title = {{TINKER:} {A} framework for Open source Cyberthreat Intelligence},
journal = {CoRR},
volume = {abs/2102.05571},
year = {2021},
url = {https://arxiv.org/abs/2102.05571},
eprinttype = {arXiv},
eprint = {2102.05571},
timestamp = {Tue, 16 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00137,
author = {Debmalya Mandal and
Sourav Medya and
Brian Uzzi and
Charu Aggarwal},
title = {Meta-Learning with Graph Neural Networks: Methods and Applications},
journal = {CoRR},
volume = {abs/2103.00137},
year = {2021},
url = {https://arxiv.org/abs/2103.00137},
eprinttype = {arXiv},
eprint = {2103.00137},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06313,
author = {Yang Gao and
Yi{-}Fan Li and
Yu Lin and
Charu C. Aggarwal and
Latifur Khan},
title = {SetConv: {A} New Approach for Learning from Imbalanced Data},
journal = {CoRR},
volume = {abs/2104.06313},
year = {2021},
url = {https://arxiv.org/abs/2104.06313},
eprinttype = {arXiv},
eprint = {2104.06313},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-06313.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04493,
author = {Wei Jin and
Xiaorui Liu and
Yao Ma and
Tyler Derr and
Charu C. Aggarwal and
Jiliang Tang},
title = {Graph Feature Gating Networks},
journal = {CoRR},
volume = {abs/2105.04493},
year = {2021},
url = {https://arxiv.org/abs/2105.04493},
eprinttype = {arXiv},
eprint = {2105.04493},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04714,
author = {Enyan Dai and
Charu C. Aggarwal and
Suhang Wang},
title = {{NRGNN:} Learning a Label Noise-Resistant Graph Neural Network on
Sparsely and Noisily Labeled Graphs},
journal = {CoRR},
volume = {abs/2106.04714},
year = {2021},
url = {https://arxiv.org/abs/2106.04714},
eprinttype = {arXiv},
eprint = {2106.04714},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-10234,
author = {Zhiqian Chen and
Fanglan Chen and
Lei Zhang and
Taoran Ji and
Kaiqun Fu and
Liang Zhao and
Feng Chen and
Lingfei Wu and
Charu C. Aggarwal and
Chang{-}Tien Lu},
title = {Bridging the Gap between Spatial and Spectral Domains: {A} Theoretical
Framework for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2107.10234},
year = {2021},
url = {https://arxiv.org/abs/2107.10234},
eprinttype = {arXiv},
eprint = {2107.10234},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-10234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-03388,
author = {Wenqi Fan and
Wei Jin and
Xiaorui Liu and
Han Xu and
Xianfeng Tang and
Suhang Wang and
Qing Li and
Jiliang Tang and
Jianping Wang and
Charu C. Aggarwal},
title = {Jointly Attacking Graph Neural Network and its Explanations},
journal = {CoRR},
volume = {abs/2108.03388},
year = {2021},
url = {https://arxiv.org/abs/2108.03388},
eprinttype = {arXiv},
eprint = {2108.03388},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-03388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-05869,
author = {Zhiqiang Hu and
Roy Ka{-}Wei Lee and
Charu C. Aggarwal},
title = {Syntax Matters! Syntax-Controlled in Text Style Transfer},
journal = {CoRR},
volume = {abs/2108.05869},
year = {2021},
url = {https://arxiv.org/abs/2108.05869},
eprinttype = {arXiv},
eprint = {2108.05869},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-05869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12035,
author = {Yu Wang and
Charu Aggarwal and
Tyler Derr},
title = {Distance-wise Prototypical Graph Neural Network in Node Imbalance
Classification},
journal = {CoRR},
volume = {abs/2110.12035},
year = {2021},
url = {https://arxiv.org/abs/2110.12035},
eprinttype = {arXiv},
eprint = {2110.12035},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/Aggarwal20,
author = {Charu C. Aggarwal},
title = {Linear Algebra and Optimization for Machine Learning - {A} Textbook},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-40344-7},
doi = {10.1007/978-3-030-40344-7},
isbn = {978-3-030-40343-0},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/Aggarwal20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/Aggarwal20,
author = {Charu Aggarwal},
title = {An Interview with Dr. Charu Aggarwal, {SIGKDD} Innovation Award Winner},
journal = {{SIGKDD} Explor.},
volume = {22},
number = {1},
pages = {1--3},
year = {2020},
url = {https://doi.org/10.1145/3400051.3400053},
doi = {10.1145/3400051.3400053},
timestamp = {Wed, 13 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/Aggarwal20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/JinLXWJAT20,
author = {Wei Jin and
Yaxin Li and
Han Xu and
Yiqi Wang and
Shuiwang Ji and
Charu Aggarwal and
Jiliang Tang},
title = {Adversarial Attacks and Defenses on Graphs},
journal = {{SIGKDD} Explor.},
volume = {22},
number = {2},
pages = {19--34},
year = {2020},
url = {https://doi.org/10.1145/3447556.3447566},
doi = {10.1145/3447556.3447566},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/JinLXWJAT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TangYSAMW20,
author = {Xianfeng Tang and
Huaxiu Yao and
Yiwei Sun and
Charu C. Aggarwal and
Prasenjit Mitra and
Suhang Wang},
title = {Joint Modeling of Local and Global Temporal Dynamics for Multivariate
Time Series Forecasting with Missing Values},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {5956--5963},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6056},
doi = {10.1609/AAAI.V34I04.6056},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TangYSAMW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/BouneffoufRA20,
author = {Djallel Bouneffouf and
Irina Rish and
Charu C. Aggarwal},
title = {Survey on Applications of Multi-Armed and Contextual Bandits},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185782},
doi = {10.1109/CEC48606.2020.9185782},
timestamp = {Fri, 11 Sep 2020 15:04:20 +0200},
biburl = {https://dblp.org/rec/conf/cec/BouneffoufRA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TangYSWTAMW20,
author = {Xianfeng Tang and
Huaxiu Yao and
Yiwei Sun and
Yiqi Wang and
Jiliang Tang and
Charu C. Aggarwal and
Prasenjit Mitra and
Suhang Wang},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Investigating and Mitigating Degree-Related Biases in Graph Convoltuional
Networks},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {1435--1444},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411872},
doi = {10.1145/3340531.3411872},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/TangYSWTAMW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GaoLLAK20,
author = {Yang Gao and
Yi{-}Fan Li and
Yu Lin and
Charu C. Aggarwal and
Latifur Khan},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {SetConv: {A} New Approach for Learning from Imbalanced Data},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {1284--1294},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.98},
doi = {10.18653/V1/2020.EMNLP-MAIN.98},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GaoLLAK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Li0WAWT20,
author = {Juan{-}Hui Li and
Yao Ma and
Yiqi Wang and
Charu C. Aggarwal and
Chang{-}Dong Wang and
Jiliang Tang},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Graph Pooling with Representativeness},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {302--311},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00039},
doi = {10.1109/ICDM50108.2020.00039},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Li0WAWT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/0001AHKSB0PRRWG20,
author = {Djallel Bouneffouf and
Charu C. Aggarwal and
Thanh Hoang and
Udayan Khurana and
Horst Samulowitz and
Beat Buesser and
Sijia Liu and
Tejaswini Pedapati and
Parikshit Ram and
Ambrish Rawat and
Martin Wistuba and
Alexander G. Gray},
title = {Survey on Automated End-to-End Data Science?},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--9},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207453},
doi = {10.1109/IJCNN48605.2020.9207453},
timestamp = {Tue, 06 Oct 2020 15:44:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/0001AHKSB0PRRWG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalLY20,
author = {Charu C. Aggarwal and
Yao Li and
Philip S. Yu},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {On Supervised Change Detection in Graph Streams},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {289--297},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.33},
doi = {10.1137/1.9781611976236.33},
timestamp = {Mon, 20 Jul 2020 11:23:45 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalLY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/Derr0FLAT20,
author = {Tyler Derr and
Yao Ma and
Wenqi Fan and
Xiaorui Liu and
Charu C. Aggarwal and
Jiliang Tang},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {Epidemic Graph Convolutional Network},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {160--168},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3371807},
doi = {10.1145/3336191.3371807},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/Derr0FLAT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-12386,
author = {Yiqi Wang and
Yao Ma and
Charu C. Aggarwal and
Jiliang Tang},
title = {Non-IID Graph Neural Networks},
journal = {CoRR},
volume = {abs/2005.12386},
year = {2020},
url = {https://arxiv.org/abs/2005.12386},
eprinttype = {arXiv},
eprint = {2005.12386},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-12386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11446,
author = {Nidhi Rastogi and
Sharmishtha Dutta and
Mohammed J. Zaki and
Alex Gittens and
Charu C. Aggarwal},
title = {MALOnt: An Ontology for Malware Threat Intelligence},
journal = {CoRR},
volume = {abs/2006.11446},
year = {2020},
url = {https://arxiv.org/abs/2006.11446},
eprinttype = {arXiv},
eprint = {2006.11446},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15643,
author = {Xianfeng Tang and
Huaxiu Yao and
Yiwei Sun and
Yiqi Wang and
Jiliang Tang and
Charu C. Aggarwal and
Prasenjit Mitra and
Suhang Wang},
title = {Graph Convolutional Networks against Degree-Related Biases},
journal = {CoRR},
volume = {abs/2006.15643},
year = {2020},
url = {https://arxiv.org/abs/2006.15643},
eprinttype = {arXiv},
eprint = {2006.15643},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12742,
author = {Zhiqiang Hu and
Roy Ka{-}Wei Lee and
Charu C. Aggarwal},
title = {Text Style Transfer: {A} Review and Experiment Evaluation},
journal = {CoRR},
volume = {abs/2010.12742},
year = {2020},
url = {https://arxiv.org/abs/2010.12742},
eprinttype = {arXiv},
eprint = {2010.12742},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdiq/DallachiesaAP19,
author = {Michele Dallachiesa and
Charu C. Aggarwal and
Themis Palpanas},
title = {Improving Classification Quality in Uncertain Graphs},
journal = {{ACM} J. Data Inf. Qual.},
volume = {11},
number = {1},
pages = {3:1--3:20},
year = {2019},
url = {https://doi.org/10.1145/3242095},
doi = {10.1145/3242095},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdiq/DallachiesaAP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DongAY19,
author = {Bowen Dong and
Charu C. Aggarwal and
Philip S. Yu},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {The Link Regression Problem in Graph Streams},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {1088--1095},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9006225},
doi = {10.1109/BIGDATA47090.2019.9006225},
timestamp = {Tue, 18 Oct 2022 14:44:48 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/DongAY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangA019,
author = {Suhang Wang and
Charu C. Aggarwal and
Huan Liu},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Beyond word2vec: Distance-graph Tensor Factorization for Word and
Document Embeddings},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {1041--1050},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358051},
doi = {10.1145/3357384.3358051},
timestamp = {Mon, 04 Nov 2019 11:08:42 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WangA019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/GarciaFSMACK19,
author = {Kemilly Dearo Garcia and
Elaine Ribeiro de Faria and
Cl{\'{a}}udio Rebelo de S{\'{a}} and
Jo{\~{a}}o Mendes{-}Moreira and
Charu C. Aggarwal and
Andr{\'{e}} C. P. L. F. de Carvalho and
Joost N. Kok},
editor = {Petra Kralj Novak and
Tomislav Smuc and
Saso Dzeroski},
title = {Ensemble Clustering for Novelty Detection in Data Streams},
booktitle = {Discovery Science - 22nd International Conference, {DS} 2019, Split,
Croatia, October 28-30, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11828},
pages = {460--470},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33778-0\_34},
doi = {10.1007/978-3-030-33778-0\_34},
timestamp = {Wed, 29 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/GarciaFSMACK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/RenAZ19,
author = {Yuxiang Ren and
Charu C. Aggarwal and
Jiawei Zhang},
title = {Meta Diagram Based Active Social Networks Alignment},
booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
Macao, China, April 8-11, 2019},
pages = {1690--1693},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDE.2019.00174},
doi = {10.1109/ICDE.2019.00174},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/RenAZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DuanA0S19,
author = {Liang Duan and
Charu C. Aggarwal and
Shuai Ma and
Saket Sathe},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Improving Spectral Clustering with Deep Embedding and Cluster Estimation},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {170--179},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00027},
doi = {10.1109/ICDM.2019.00027},
timestamp = {Wed, 17 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DuanA0S19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GurumoorthyDCA19,
author = {Karthik S. Gurumoorthy and
Amit Dhurandhar and
Guillermo A. Cecchi and
Charu C. Aggarwal},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Efficient Data Representation by Selecting Prototypes with Importance
Weights},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {260--269},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00036},
doi = {10.1109/ICDM.2019.00036},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GurumoorthyDCA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuCAZC019,
author = {Wenchao Yu and
Wei Cheng and
Charu C. Aggarwal and
Bo Zong and
Haifeng Chen and
Wei Wang},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Self-Attentive Attributed Network Embedding Through Adversarial Learning},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {758--767},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00086},
doi = {10.1109/ICDM.2019.00086},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YuCAZC019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SatheA19,
author = {Saket Sathe and
Charu C. Aggarwal},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Nearest Neighbor Classifiers Versus Random Forests and Support Vector
Machines},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {1300--1305},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00164},
doi = {10.1109/ICDM.2019.00164},
timestamp = {Wed, 17 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SatheA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/DongAY19,
author = {Bowen Dong and
Charu C. Aggarwal and
Philip S. Yu},
title = {Transfer Learning for Network Classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8851772},
doi = {10.1109/IJCNN.2019.8851772},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/DongAY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuYHZX0JA19,
author = {Lingfei Wu and
Ian En{-}Hsu Yen and
Siyu Huo and
Liang Zhao and
Kun Xu and
Liang Ma and
Shouling Ji and
Charu C. Aggarwal},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Efficient Global String Kernel with Random Features: Beyond Counting
Substructures},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {520--528},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330923},
doi = {10.1145/3292500.3330923},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuYHZX0JA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001WAT19,
author = {Yao Ma and
Suhang Wang and
Charu C. Aggarwal and
Jiliang Tang},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Graph Convolutional Networks with EigenPooling},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {723--731},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330982},
doi = {10.1145/3292500.3330982},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001WAT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuYZXZPXA19,
author = {Lingfei Wu and
Ian En{-}Hsu Yen and
Zhen Zhang and
Kun Xu and
Liang Zhao and
Xi Peng and
Yinglong Xia and
Charu C. Aggarwal},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Scalable Global Alignment Graph Kernel Using Random Features: From
Node Embedding to Graph Embedding},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1418--1428},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330918},
doi = {10.1145/3292500.3330918},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WuYZXZPXA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaWAYT19,
author = {Yao Ma and
Suhang Wang and
Charu C. Aggarwal and
Dawei Yin and
Jiliang Tang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Multi-dimensional Graph Convolutional Networks},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {657--665},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.74},
doi = {10.1137/1.9781611975673.74},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MaWAYT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04220,
author = {Yuxiang Ren and
Charu C. Aggarwal and
Jiawei Zhang},
title = {Meta Diagram based Active Social Networks Alignment},
journal = {CoRR},
volume = {abs/1902.04220},
year = {2019},
url = {http://arxiv.org/abs/1902.04220},
eprinttype = {arXiv},
eprint = {1902.04220},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-04220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-13107,
author = {Yao Ma and
Suhang Wang and
Charu C. Aggarwal and
Jiliang Tang},
title = {Graph Convolutional Networks with EigenPooling},
journal = {CoRR},
volume = {abs/1904.13107},
year = {2019},
url = {http://arxiv.org/abs/1904.13107},
eprinttype = {arXiv},
eprint = {1904.13107},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-13107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-14436,
author = {Charu C. Aggarwal and
Djallel Bouneffouf and
Horst Samulowitz and
Beat Buesser and
Thanh Hoang and
Udayan Khurana and
Sijia Liu and
Tejaswini Pedapati and
Parikshit Ram and
Ambrish Rawat and
Martin Wistuba and
Alexander G. Gray},
title = {How can {AI} Automate End-to-End Data Science?},
journal = {CoRR},
volume = {abs/1910.14436},
year = {2019},
url = {http://arxiv.org/abs/1910.14436},
eprinttype = {arXiv},
eprint = {1910.14436},
timestamp = {Mon, 16 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-14436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-10273,
author = {Xianfeng Tang and
Huaxiu Yao and
Yiwei Sun and
Charu C. Aggarwal and
Prasenjit Mitra and
Suhang Wang},
title = {Joint Modeling of Local and Global Temporal Dynamics for Multivariate
Time Series Forecasting with Missing Values},
journal = {CoRR},
volume = {abs/1911.10273},
year = {2019},
url = {http://arxiv.org/abs/1911.10273},
eprinttype = {arXiv},
eprint = {1911.10273},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-10273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11119,
author = {Lingfei Wu and
Ian En{-}Hsu Yen and
Zhen Zhang and
Kun Xu and
Liang Zhao and
Xi Peng and
Yinglong Xia and
Charu C. Aggarwal},
title = {Scalable Global Alignment Graph Kernel Using Random Features: From
Node Embedding to Graph Embedding},
journal = {CoRR},
volume = {abs/1911.11119},
year = {2019},
url = {http://arxiv.org/abs/1911.11119},
eprinttype = {arXiv},
eprint = {1911.11119},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11121,
author = {Lingfei Wu and
Ian En{-}Hsu Yen and
Siyu Huo and
Liang Zhao and
Kun Xu and
Liang Ma and
Shouling Ji and
Charu C. Aggarwal},
title = {Efficient Global String Kernel with Random Features: Beyond Counting
Substructures},
journal = {CoRR},
volume = {abs/1911.11121},
year = {2019},
url = {http://arxiv.org/abs/1911.11121},
eprinttype = {arXiv},
eprint = {1911.11121},
timestamp = {Fri, 23 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/Aggarwal18,
author = {Charu C. Aggarwal},
title = {Neural Networks and Deep Learning - {A} Textbook},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-94463-0},
doi = {10.1007/978-3-319-94463-0},
isbn = {978-3-319-94462-3},
timestamp = {Fri, 31 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/Aggarwal18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/SatheA18,
author = {Saket Sathe and
Charu C. Aggarwal},
title = {Subspace histograms for outlier detection in linear time},
journal = {Knowl. Inf. Syst.},
volume = {56},
number = {3},
pages = {691--715},
year = {2018},
url = {https://doi.org/10.1007/s10115-017-1148-8},
doi = {10.1007/S10115-017-1148-8},
timestamp = {Wed, 17 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/SatheA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/WangAL18,
author = {Suhang Wang and
Charu C. Aggarwal and
Huan Liu},
title = {Random-Forest-Inspired Neural Networks},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {9},
number = {6},
pages = {69:1--69:25},
year = {2018},
url = {https://doi.org/10.1145/3232230},
doi = {10.1145/3232230},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/WangAL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuA18,
author = {Xindong Wu and
Charu C. Aggarwal},
title = {Editorial: {TKDD} Special Issue on Interactive Data Exploration and
Analytics},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {1},
pages = {1:1},
year = {2018},
url = {https://doi.org/10.1145/3181707},
doi = {10.1145/3181707},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WuA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DerrAT18,
author = {Tyler Derr and
Charu C. Aggarwal and
Jiliang Tang},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Signed Network Modeling Based on Structural Balance Theory},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {557--566},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271746},
doi = {10.1145/3269206.3271746},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/DerrAT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ChandraHTLKA18,
author = {Swarup Chandra and
Ahsanul Haque and
Hemeng Tao and
Jie Liu and
Latifur Khan and
Charu C. Aggarwal},
title = {Ensemble Direct Density Ratio Estimation for Multistream Classification},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {1364--1367},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00151},
doi = {10.1109/ICDE.2018.00151},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ChandraHTLKA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangFZWZA18,
author = {Pengyang Wang and
Yanjie Fu and
Jiawei Zhang and
Pengfei Wang and
Yu Zheng and
Charu C. Aggarwal},
editor = {Yike Guo and
Faisal Farooq},
title = {You Are How You Drive: Peer and Temporal-Aware Representation Learning
for Driving Behavior Analysis},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2457--2466},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219985},
doi = {10.1145/3219819.3219985},
timestamp = {Tue, 21 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangFZWZA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuCYXXA18,
author = {Lingfei Wu and
Pin{-}Yu Chen and
Ian En{-}Hsu Yen and
Fangli Xu and
Yinglong Xia and
Charu C. Aggarwal},
editor = {Yike Guo and
Faisal Farooq},
title = {Scalable Spectral Clustering Using Random Binning Features},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2506--2515},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220090},
doi = {10.1145/3219819.3220090},
timestamp = {Wed, 19 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WuCYXXA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuZCASZCW18,
author = {Wenchao Yu and
Cheng Zheng and
Wei Cheng and
Charu C. Aggarwal and
Dongjin Song and
Bo Zong and
Haifeng Chen and
Wei Wang},
editor = {Yike Guo and
Faisal Farooq},
title = {Learning Deep Network Representations with Adversarially Regularized
Autoencoders},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2663--2671},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220000},
doi = {10.1145/3219819.3220000},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuZCASZCW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuCAZCW18,
author = {Wenchao Yu and
Wei Cheng and
Charu C. Aggarwal and
Kai Zhang and
Haifeng Chen and
Wei Wang},
editor = {Yike Guo and
Faisal Farooq},
title = {NetWalk: {A} Flexible Deep Embedding Approach for Anomaly Detection
in Dynamic Networks},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2672--2681},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220024},
doi = {10.1145/3219819.3220024},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuCAZCW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/milcom/WuAYSM18,
author = {Muchen Wu and
Charu C. Aggarwal and
Zhou Yu and
Ananthram Swami and
Prasant Mohapatra},
title = {Exploiting Knowledge Across Distinct Domains: Learning Event Details
from Network Logs},
booktitle = {2018 {IEEE} Military Communications Conference, {MILCOM} 2018, Los
Angeles, CA, USA, October 29-31, 2018},
pages = {1--9},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/MILCOM.2018.8599760},
doi = {10.1109/MILCOM.2018.8599760},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/milcom/WuAYSM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AppelCAT18,
author = {Ana Paula Appel and
Renato Luiz de Freitas Cunha and
Charu C. Aggarwal and
Marcela Megumi Terakado},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Temporally Evolving Community Detection and Prediction in Content-Centric
Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {3--18},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_1},
doi = {10.1007/978-3-030-10928-8\_1},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AppelCAT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangZLFA18,
author = {Pengyang Wang and
Jiawei Zhang and
Guannan Liu and
Yanjie Fu and
Charu C. Aggarwal},
editor = {Martin Ester and
Dino Pedreschi},
title = {Ensemble-Spotting: Ranking Urban Vibrancy via {POI} Embedding with
Multi-view Spatial Graphs},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {351--359},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.40},
doi = {10.1137/1.9781611975321.40},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WangZLFA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YuAW18,
author = {Wenchao Yu and
Charu C. Aggarwal and
Wei Wang},
editor = {Martin Ester and
Dino Pedreschi},
title = {Modeling Co-Evolution Across Multiple Networks},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {675--683},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.76},
doi = {10.1137/1.9781611975321.76},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YuAW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/Aggarwal18,
author = {Charu C. Aggarwal},
editor = {Kevyn Collins{-}Thompson and
Qiaozhu Mei and
Brian D. Davison and
Yiqun Liu and
Emine Yilmaz},
title = {Extracting Real-Time Insights from Graphs and Social Streams},
booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&}
Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI,
USA, July 08-12, 2018},
pages = {1339},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209978.3210212},
doi = {10.1145/3209978.3210212},
timestamp = {Wed, 16 Sep 2020 13:34:22 +0200},
biburl = {https://dblp.org/rec/conf/sigir/Aggarwal18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icbk/2018,
editor = {Xindong Wu and
Yew{-}Soon Ong and
Charu C. Aggarwal and
Huanhuan Chen},
title = {2018 {IEEE} International Conference on Big Knowledge, {ICBK} 2018,
Singapore, November 17-18, 2018},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://ieeexplore.ieee.org/xpl/conhome/8588287/proceeding},
isbn = {978-1-5386-9125-0},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbk/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/Aggarwal18,
author = {Charu C. Aggarwal},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Classification in Streams},
booktitle = {Encyclopedia of Database Systems, Second Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4614-8265-9\_52},
doi = {10.1007/978-1-4614-8265-9\_52},
timestamp = {Thu, 14 Feb 2019 09:43:36 +0100},
biburl = {https://dblp.org/rec/reference/db/Aggarwal18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/Aggarwal18,
author = {Charu C. Aggarwal},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Counterterrorism, Social Network Analysis in},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_281},
doi = {10.1007/978-1-4939-7131-2\_281},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/reference/snam/Aggarwal18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/Aggarwal18a,
author = {Charu C. Aggarwal},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Privacy in Social Networks, Current and Future Research Trends on},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_340},
doi = {10.1007/978-1-4939-7131-2\_340},
timestamp = {Sun, 17 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/snam/Aggarwal18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11048,
author = {Lingfei Wu and
Pin{-}Yu Chen and
Ian En{-}Hsu Yen and
Fangli Xu and
Yinglong Xia and
Charu C. Aggarwal},
title = {Scalable Spectral Clustering Using Random Binning Features},
journal = {CoRR},
volume = {abs/1805.11048},
year = {2018},
url = {http://arxiv.org/abs/1805.11048},
eprinttype = {arXiv},
eprint = {1805.11048},
timestamp = {Wed, 19 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-06560,
author = {Ana Paula Appel and
Renato Luiz de Freitas Cunha and
Charu C. Aggarwal and
Marcela Megumi Terakado},
title = {Temporally Evolving Community Detection and Prediction in Content-Centric
Networks},
journal = {CoRR},
volume = {abs/1807.06560},
year = {2018},
url = {http://arxiv.org/abs/1807.06560},
eprinttype = {arXiv},
eprint = {1807.06560},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-06560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-06099,
author = {Yao Ma and
Suhang Wang and
Charu C. Aggarwal and
Dawei Yin and
Jiliang Tang},
title = {Multi-dimensional Graph Convolutional Networks},
journal = {CoRR},
volume = {abs/1808.06099},
year = {2018},
url = {http://arxiv.org/abs/1808.06099},
eprinttype = {arXiv},
eprint = {1808.06099},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-06099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/AggarwalS17,
author = {Charu C. Aggarwal and
Saket Sathe},
title = {Outlier Ensembles - An Introduction},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-54765-7},
doi = {10.1007/978-3-319-54765-7},
isbn = {978-3-319-54764-0},
timestamp = {Wed, 17 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/AggarwalS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/AggarwalBS17,
author = {Charu C. Aggarwal and
Amotz Bar{-}Noy and
Simon Shamoun},
title = {On sensor selection in linked information networks},
journal = {Comput. Networks},
volume = {126},
pages = {100--113},
year = {2017},
url = {https://doi.org/10.1016/j.comnet.2017.05.024},
doi = {10.1016/J.COMNET.2017.05.024},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/AggarwalBS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/SubbianA17,
author = {Karthik Subbian and
Charu C. Aggarwal},
title = {Mining Social Streams: Models and Applications},
journal = {{IEEE} Data Eng. Bull.},
volume = {40},
number = {3},
pages = {100--109},
year = {2017},
url = {http://sites.computer.org/debull/A17sept/p100.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/SubbianA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/PanYAK17,
author = {Weike Pan and
Qiang Yang and
Charu C. Aggarwal and
Christoph Koch},
title = {Big Data},
journal = {{IEEE} Intell. Syst.},
volume = {32},
number = {2},
pages = {7--8},
year = {2017},
url = {https://doi.org/10.1109/MIS.2017.32},
doi = {10.1109/MIS.2017.32},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/PanYAK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/QiLAH17,
author = {Guo{-}Jun Qi and
Wei Liu and
Charu C. Aggarwal and
Thomas S. Huang},
title = {Joint Intermodal and Intramodal Label Transfers for Extremely Rare
or Unseen Classes},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {39},
number = {7},
pages = {1360--1373},
year = {2017},
url = {https://doi.org/10.1109/TPAMI.2016.2587643},
doi = {10.1109/TPAMI.2016.2587643},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/QiLAH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/KhanA17,
author = {Arijit Khan and
Charu C. Aggarwal},
title = {Toward query-friendly compression of rapid graph streams},
journal = {Soc. Netw. Anal. Min.},
volume = {7},
number = {1},
pages = {23:1--23:19},
year = {2017},
url = {https://doi.org/10.1007/s13278-017-0443-4},
doi = {10.1007/S13278-017-0443-4},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/snam/KhanA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WangQSA17,
author = {Jingdong Wang and
Guo{-}Jun Qi and
Nicu Sebe and
Charu C. Aggarwal},
title = {Guest Editorial: Big Media Data: Understanding, Search, and Mining},
journal = {{IEEE} Trans. Big Data},
volume = {3},
number = {1},
pages = {36},
year = {2017},
url = {https://doi.org/10.1109/TBDATA.2017.2665161},
doi = {10.1109/TBDATA.2017.2665161},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/WangQSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Aggarwal17,
author = {Charu C. Aggarwal},
title = {Introduction to Special Issue on the Best Papers from {KDD} 2016},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {11},
number = {4},
pages = {39:1--39:3},
year = {2017},
url = {https://doi.org/10.1145/3092689},
doi = {10.1145/3092689},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/Aggarwal17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DuanMAMH17,
author = {Liang Duan and
Shuai Ma and
Charu C. Aggarwal and
Tiejun Ma and
Jinpeng Huai},
title = {An Ensemble Approach to Link Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {11},
pages = {2402--2416},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2730207},
doi = {10.1109/TKDE.2017.2730207},
timestamp = {Tue, 10 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/DuanMAMH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/ZhangYAC17,
author = {Jiawei Zhang and
Philip S. Yu and
Charu C. Aggarwal and
Limeng Cui},
editor = {George Karypis and
Jia Zhang},
title = {Real Time Social Attitude Expression Prediction},
booktitle = {2017 {IEEE} International Congress on Big Data, BigData Congress 2017,
Honolulu, HI, USA, June 25-30, 2017},
pages = {472--479},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigDataCongress.2017.69},
doi = {10.1109/BIGDATACONGRESS.2017.69},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdata/ZhangYAC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangATL17,
author = {Suhang Wang and
Charu C. Aggarwal and
Jiliang Tang and
Huan Liu},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Attributed Signed Network Embedding},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {137--146},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132905},
doi = {10.1145/3132847.3132905},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WangATL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhuAMZH17,
author = {Mengxiao Zhu and
Charu C. Aggarwal and
Shuai Ma and
Hui Zhang and
Jinpeng Huai},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Outlier Detection in Sparse Data with Factorization Machines},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {817--826},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132987},
doi = {10.1145/3132847.3132987},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhuAMZH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/ZhangAY17,
author = {Jiawei Zhang and
Charu C. Aggarwal and
Philip S. Yu},
editor = {Kisung Lee and
Ling Liu},
title = {Rumor Initiator Detection in Infected Signed Networks},
booktitle = {37th {IEEE} International Conference on Distributed Computing Systems,
{ICDCS} 2017, Atlanta, GA, USA, June 5-8, 2017},
pages = {1900--1909},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDCS.2017.72},
doi = {10.1109/ICDCS.2017.72},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdcs/ZhangAY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/HaqueCKHA17,
author = {Ahsanul Haque and
Swarup Chandra and
Latifur Khan and
Kevin W. Hamlen and
Charu C. Aggarwal},
title = {Efficient Multistream Classification Using Direct Density Ratio Estimation},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {155--158},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.63},
doi = {10.1109/ICDE.2017.63},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/HaqueCKHA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AggarwalLYZ17,
author = {Charu C. Aggarwal and
Yao Li and
Philip S. Yu and
Yuchen Zhao},
title = {On Edge Classification in Networks with Structure and Content},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {187--190},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.71},
doi = {10.1109/ICDE.2017.71},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AggarwalLYZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuSAZK17,
author = {Xinyue Liu and
Yuanfang Song and
Charu C. Aggarwal and
Yao Zhang and
Xiangnan Kong},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {BiCycle: Item Recommendation with Life Cycles},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {297--306},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.39},
doi = {10.1109/ICDM.2017.39},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuSAZK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SatheAKL17,
author = {Saket Sathe and
Charu C. Aggarwal and
Xiangnan Kong and
Xinyue Liu},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Kernel-Based Feature Extraction for Collaborative Filtering},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {1057--1062},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.138},
doi = {10.1109/ICDM.2017.138},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SatheAKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YuCACW17,
author = {Wenchao Yu and
Wei Cheng and
Charu C. Aggarwal and
Haifeng Chen and
Wei Wang},
editor = {Carles Sierra},
title = {Link Prediction with Spatial and Temporal Consistency in Dynamic Networks},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3343--3349},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/467},
doi = {10.24963/IJCAI.2017/467},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YuCACW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/AminAYAK17,
author = {Md. Tanvir Al Amin and
Charu C. Aggarwal and
Shuochao Yao and
Tarek F. Abdelzaher and
Lance M. Kaplan},
title = {Unveiling polarization in social networks: {A} matrix factorization
approach},
booktitle = {2017 {IEEE} Conference on Computer Communications, {INFOCOM} 2017,
Atlanta, GA, USA, May 1-4, 2017},
pages = {1--9},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/INFOCOM.2017.8056959},
doi = {10.1109/INFOCOM.2017.8056959},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/infocom/AminAYAK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FuLTA17,
author = {Yanjie Fu and
Guannan Liu and
Mingfei Teng and
Charu C. Aggarwal},
title = {Unsupervised {P2P} Rental Recommendations via Integer Programming},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {165--173},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098044},
doi = {10.1145/3097983.3098044},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/FuLTA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SatheA17,
author = {Saket Sathe and
Charu C. Aggarwal},
title = {Similarity Forests},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {395--403},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098046},
doi = {10.1145/3097983.3098046},
timestamp = {Wed, 17 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SatheA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangAL17,
author = {Suhang Wang and
Charu C. Aggarwal and
Huan Liu},
title = {Randomized Feature Engineering as a Fast and Accurate Alternative
to Kernel Methods},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {485--494},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098001},
doi = {10.1145/3097983.3098001},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangFLHA17,
author = {Pengfei Wang and
Yanjie Fu and
Guannan Liu and
Wenqing Hu and
Charu C. Aggarwal},
title = {Human Mobility Synchronization and Trip Purpose Detection with Mixture
of Hawkes Processes},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {495--503},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098067},
doi = {10.1145/3097983.3098067},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangFLHA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FuA0TX17,
author = {Yanjie Fu and
Charu C. Aggarwal and
Srinivasan Parthasarathy and
Deepak S. Turaga and
Hui Xiong},
title = {{REMIX:} Automated Exploration for Interactive Outlier Detection},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {827--835},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098154},
doi = {10.1145/3097983.3098154},
timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FuA0TX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangAQ17,
author = {Liheng Zhang and
Charu C. Aggarwal and
Guo{-}Jun Qi},
title = {Stock Price Prediction via Discovering Multi-Frequency Trading Patterns},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {2141--2149},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098117},
doi = {10.1145/3097983.3098117},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangAQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangAL17,
author = {Suhang Wang and
Charu C. Aggarwal and
Huan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Using a Random Forest to Inspire a Neural Network and Improving on
It},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {1--9},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.1},
doi = {10.1137/1.9781611974973.1},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenSAT17,
author = {Jinghui Chen and
Saket Sathe and
Charu C. Aggarwal and
Deepak S. Turaga},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Outlier Detection with Autoencoder Ensembles},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {90--98},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.11},
doi = {10.1137/1.9781611974973.11},
timestamp = {Wed, 17 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ChenSAT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangTACL17,
author = {Suhang Wang and
Jiliang Tang and
Charu C. Aggarwal and
Yi Chang and
Huan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Signed Network Embedding in Social Media},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {327--335},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.37},
doi = {10.1137/1.9781611974973.37},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangTACL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KannanWAP17,
author = {Ramakrishnan Kannan and
Hyenkyun Woo and
Charu C. Aggarwal and
Haesun Park},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Outlier Detection for Text Data},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {489--497},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.55},
doi = {10.1137/1.9781611974973.55},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KannanWAP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangWTARL17,
author = {Suhang Wang and
Yilin Wang and
Jiliang Tang and
Charu C. Aggarwal and
Suhas Ranganath and
Huan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Exploiting Hierarchical Structures for Unsupervised Feature Selection},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {507--515},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.57},
doi = {10.1137/1.9781611974973.57},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangWTARL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/YuA017,
author = {Wenchao Yu and
Charu C. Aggarwal and
Wei Wang},
editor = {Maarten de Rijke and
Milad Shokouhi and
Andrew Tomkins and
Min Zhang},
title = {Temporally Factorized Network Modeling for Evolutionary Network Analysis},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February
6-10, 2017},
pages = {455--464},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018661.3018669},
doi = {10.1145/3018661.3018669},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/YuA017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Aggarwal17,
author = {Charu C. Aggarwal},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Graph Clustering},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {570--579},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_348},
doi = {10.1007/978-1-4899-7687-1\_348},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Aggarwal17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KannanWAP17,
author = {Ramakrishnan Kannan and
Hyenkyun Woo and
Charu C. Aggarwal and
Haesun Park},
title = {Outlier Detection for Text Data : An Extended Version},
journal = {CoRR},
volume = {abs/1701.01325},
year = {2017},
url = {http://arxiv.org/abs/1701.01325},
eprinttype = {arXiv},
eprint = {1701.01325},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KannanWAP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/QiLAH17,
author = {Guo{-}Jun Qi and
Wei Liu and
Charu C. Aggarwal and
Thomas S. Huang},
title = {Joint Intermodal and Intramodal Label Transfers for Extremely Rare
or Unseen Classes},
journal = {CoRR},
volume = {abs/1703.07519},
year = {2017},
url = {http://arxiv.org/abs/1703.07519},
eprinttype = {arXiv},
eprint = {1703.07519},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/QiLAH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FuA0TX17,
author = {Yanjie Fu and
Charu C. Aggarwal and
Srinivasan Parthasarathy and
Deepak S. Turaga and
Hui Xiong},
title = {{REMIX:} Automated Exploration for Interactive Outlier Detection},
journal = {CoRR},
volume = {abs/1705.05986},
year = {2017},
url = {http://arxiv.org/abs/1705.05986},
eprinttype = {arXiv},
eprint = {1705.05986},
timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FuA0TX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-09485,
author = {Tyler Derr and
Charu C. Aggarwal and
Jiliang Tang},
title = {Signed Network Modeling Based on Structural Balance Theory},
journal = {CoRR},
volume = {abs/1710.09485},
year = {2017},
url = {http://arxiv.org/abs/1710.09485},
eprinttype = {arXiv},
eprint = {1710.09485},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-09485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/Aggarwal16,
author = {Charu C. Aggarwal},
title = {Recommender Systems - The Textbook},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-29659-3},
doi = {10.1007/978-3-319-29659-3},
isbn = {978-3-319-29657-9},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/Aggarwal16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/TangCAL16,
author = {Jiliang Tang and
Yi Chang and
Charu C. Aggarwal and
Huan Liu},
title = {A Survey of Signed Network Mining in Social Media},
journal = {{ACM} Comput. Surv.},
volume = {49},
number = {3},
pages = {42:1--42:37},
year = {2016},
url = {https://doi.org/10.1145/2956185},
doi = {10.1145/2956185},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/TangCAL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CuiLAW16,
author = {Peng Cui and
Huan Liu and
Charu C. Aggarwal and
Fei Wang},
title = {Online Behavioral Analysis and Modeling [Guest Editorial]},
journal = {{IEEE} Intell. Syst.},
volume = {31},
number = {1},
pages = {2--4},
year = {2016},
url = {https://doi.org/10.1109/MIS.2016.15},
doi = {10.1109/MIS.2016.15},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/CuiLAW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CuiLA016,
author = {Peng Cui and
Huan Liu and
Charu C. Aggarwal and
Fei Wang},
title = {Uncovering and Predicting Human Behaviors},
journal = {{IEEE} Intell. Syst.},
volume = {31},
number = {2},
pages = {77--88},
year = {2016},
url = {https://doi.org/10.1109/MIS.2016.37},
doi = {10.1109/MIS.2016.37},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/CuiLA016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ChangQYAZWH16,
author = {Shiyu Chang and
Guo{-}Jun Qi and
Yingzhen Yang and
Charu C. Aggarwal and
Jiayu Zhou and
Meng Wang and
Thomas S. Huang},
title = {Large-scale supervised similarity learning in networks},
journal = {Knowl. Inf. Syst.},
volume = {48},
number = {3},
pages = {707--740},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0894-8},
doi = {10.1007/S10115-015-0894-8},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ChangQYAZWH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZakerzadehAB16,
author = {Hessam Zakerzadeh and
Charu C. Aggarwal and
Ken Barker},
title = {Managing dimensionality in data privacy anonymization},
journal = {Knowl. Inf. Syst.},
volume = {49},
number = {1},
pages = {341--373},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0906-8},
doi = {10.1007/S10115-015-0906-8},
timestamp = {Mon, 24 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ZakerzadehAB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WangQSA16,
author = {Jingdong Wang and
Guo{-}Jun Qi and
Nicu Sebe and
Charu C. Aggarwal},
title = {Guest Editorial: Big Media Data: Understanding, Search, and Mining},
journal = {{IEEE} Trans. Big Data},
volume = {2},
number = {1},
pages = {31},
year = {2016},
url = {https://doi.org/10.1109/TBDATA.2016.2562839},
doi = {10.1109/TBDATA.2016.2562839},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/WangQSA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SubbianAS16,
author = {Karthik Subbian and
Charu C. Aggarwal and
Jaideep Srivastava},
title = {Mining Influencers Using Information Flows in Social Streams},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {3},
pages = {26:1--26:28},
year = {2016},
url = {https://doi.org/10.1145/2815625},
doi = {10.1145/2815625},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/SubbianAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Al-KhateebMASMK16,
author = {Tahseen Al{-}Khateeb and
Mohammad M. Masud and
Khaled Al{-}Naami and
Sadi Evren Seker and
Ahmad M. Mustafa and
Latifur Khan and
Zouheir Trabelsi and
Charu C. Aggarwal and
Jiawei Han},
title = {Recurring and Novel Class Detection Using Class-Based Ensemble for
Evolving Data Stream},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {10},
pages = {2752--2764},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2015.2507123},
doi = {10.1109/TKDE.2015.2507123},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/Al-KhateebMASMK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/KhanA16,
author = {Arijit Khan and
Charu C. Aggarwal},
editor = {Ravi Kumar and
James Caverlee and
Hanghang Tong},
title = {Query-friendly compression of graph streams},
booktitle = {2016 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2016, San Francisco, CA, USA, August
18-21, 2016},
pages = {130--137},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ASONAM.2016.7752224},
doi = {10.1109/ASONAM.2016.7752224},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/KhanA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HaqueWCGKA16,
author = {Ahsanul Haque and
Zhuoyi Wang and
Swarup Chandra and
Yupeng Gao and
Latifur Khan and
Charu C. Aggarwal},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {Sampling-based distributed Kernel mean matching using spark},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {462--471},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840637},
doi = {10.1109/BIGDATA.2016.7840637},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/HaqueWCGKA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangTAL16,
author = {Suhang Wang and
Jiliang Tang and
Charu C. Aggarwal and
Huan Liu},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Linked Document Embedding for Classification},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {115--124},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983755},
doi = {10.1145/2983323.2983755},
timestamp = {Thu, 13 Aug 2020 18:13:41 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WangTAL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChandraHKA16,
author = {Swarup Chandra and
Ahsanul Haque and
Latifur Khan and
Charu C. Aggarwal},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {An Adaptive Framework for Multistream Classification},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {1181--1190},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983842},
doi = {10.1145/2983323.2983842},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ChandraHKA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SubbianAH16,
author = {Karthik Subbian and
Charu C. Aggarwal and
Kshiteesh Hegde},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Recommendations For Streaming Data},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {2185--2190},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983663},
doi = {10.1145/2983323.2983663},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/SubbianAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/HuAMH16,
author = {Renjun Hu and
Charu C. Aggarwal and
Shuai Ma and
Jinpeng Huai},
title = {An embedding approach to anomaly detection},
booktitle = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016,
Helsinki, Finland, May 16-20, 2016},
pages = {385--396},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDE.2016.7498256},
doi = {10.1109/ICDE.2016.7498256},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/HuAMH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/HaqueKBTA16,
author = {Ahsanul Haque and
Latifur Khan and
Michael Baron and
Bhavani Thuraisingham and
Charu C. Aggarwal},
title = {Efficient handling of concept drift and concept evolution over Stream
Data},
booktitle = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016,
Helsinki, Finland, May 16-20, 2016},
pages = {481--492},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDE.2016.7498264},
doi = {10.1109/ICDE.2016.7498264},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/HaqueKBTA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhaoAH16,
author = {Peixiang Zhao and
Charu C. Aggarwal and
Gewen He},
title = {Link prediction in graph streams},
booktitle = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016,
Helsinki, Finland, May 16-20, 2016},
pages = {553--564},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDE.2016.7498270},
doi = {10.1109/ICDE.2016.7498270},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ZhaoAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AggarwalHZ16,
author = {Charu C. Aggarwal and
Gewen He and
Peixiang Zhao},
title = {Edge classification in networks},
booktitle = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016,
Helsinki, Finland, May 16-20, 2016},
pages = {1038--1049},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDE.2016.7498311},
doi = {10.1109/ICDE.2016.7498311},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AggarwalHZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CadenaVA16,
author = {Jose Cadena and
Anil Kumar S. Vullikanti and
Charu C. Aggarwal},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {On Dense Subgraphs in Signed Network Streams},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {51--60},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0016},
doi = {10.1109/ICDM.2016.0016},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CadenaVA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SatheA16,
author = {Saket Sathe and
Charu C. Aggarwal},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Subspace Outlier Detection in Linear Time with Randomized Hashing},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {459--468},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0057},
doi = {10.1109/ICDM.2016.0057},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SatheA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChandraHKA16,
author = {Swarup Chandra and
Ahsanul Haque and
Latifur Khan and
Charu C. Aggarwal},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Efficient Sampling-Based Kernel Mean Matching},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {811--816},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0095},
doi = {10.1109/ICDM.2016.0095},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChandraHKA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/YaoASHLWZAKAY16,
author = {Shuochao Yao and
Md. Tanvir Al Amin and
Lu Su and
Shaohan Hu and
Shen Li and
Shiguang Wang and
Yiran Zhao and
Tarek F. Abdelzaher and
Lance M. Kaplan and
Charu C. Aggarwal and
Aylin Yener},
title = {Recursive Ground Truth Estimator for Social Data Streams},
booktitle = {15th {ACM/IEEE} International Conference on Information Processing
in Sensor Networks, {IPSN} 2016, Vienna, Austria, April 11-14, 2016},
pages = {14:1--14:12},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IPSN.2016.7460719},
doi = {10.1109/IPSN.2016.7460719},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipsn/YaoASHLWZAKAY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangZHAY16,
author = {Jiawei Zhang and
Qianyi Zhan and
Lifang He and
Charu C. Aggarwal and
Philip S. Yu},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {Trust Hole Identification in Signed Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9851},
pages = {697--713},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46128-1\_44},
doi = {10.1007/978-3-319-46128-1\_44},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangZHAY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TangAL16,
author = {Jiliang Tang and
Charu C. Aggarwal and
Huan Liu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Node Classification in Signed Social Networks},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {54--62},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.7},
doi = {10.1137/1.9781611974348.7},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/TangAL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SatheA16,
author = {Saket Sathe and
Charu C. Aggarwal},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {{LODES:} Local Density Meets Spectral Outlier Detection},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {171--179},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.20},
doi = {10.1137/1.9781611974348.20},
timestamp = {Wed, 17 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SatheA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuALKSS16,
author = {Xinyue Liu and
Charu C. Aggarwal and
Yu{-}Feng Li and
Xiangnan Kong and
Xinyuan Sun and
Saket Sathe},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Kernelized Matrix Factorization for Collaborative Filtering},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {378--386},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.43},
doi = {10.1137/1.9781611974348.43},
timestamp = {Wed, 17 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiuALKSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/DuanAMHH16,
author = {Liang Duan and
Charu C. Aggarwal and
Shuai Ma and
Renjun Hu and
Jinpeng Huai},
editor = {Paul N. Bennett and
Vanja Josifovski and
Jennifer Neville and
Filip Radlinski},
title = {Scaling up Link Prediction with Ensembles},
booktitle = {Proceedings of the Ninth {ACM} International Conference on Web Search
and Data Mining, San Francisco, CA, USA, February 22-25, 2016},
pages = {367--376},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2835776.2835815},
doi = {10.1145/2835776.2835815},
timestamp = {Tue, 10 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/DuanAMHH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WuAS16,
author = {Zhaoming Wu and
Charu C. Aggarwal and
Jimeng Sun},
editor = {Paul N. Bennett and
Vanja Josifovski and
Jennifer Neville and
Filip Radlinski},
title = {The Troll-Trust Model for Ranking in Signed Networks},
booktitle = {Proceedings of the Ninth {ACM} International Conference on Web Search
and Data Mining, San Francisco, CA, USA, February 22-25, 2016},
pages = {447--456},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2835776.2835816},
doi = {10.1145/2835776.2835816},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/WuAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/SubbianAS16,
author = {Karthik Subbian and
Charu C. Aggarwal and
Jaideep Srivastava},
editor = {Paul N. Bennett and
Vanja Josifovski and
Jennifer Neville and
Filip Radlinski},
title = {Querying and Tracking Influencers in Social Streams},
booktitle = {Proceedings of the Ninth {ACM} International Conference on Web Search
and Data Mining, San Francisco, CA, USA, February 22-25, 2016},
pages = {493--502},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2835776.2835788},
doi = {10.1145/2835776.2835788},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/SubbianAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/TangAL16,
author = {Jiliang Tang and
Charu C. Aggarwal and
Huan Liu},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Recommendations in Signed Social Networks},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11 - 15, 2016},
pages = {31--40},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872427.2882971},
doi = {10.1145/2872427.2882971},
timestamp = {Tue, 12 Apr 2022 14:46:29 +0200},
biburl = {https://dblp.org/rec/conf/www/TangAL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2016,
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672},
doi = {10.1145/2939672},
isbn = {978-1-4503-4232-2},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/Aggarwal15,
author = {Charu C. Aggarwal},
title = {Data Mining - The Textbook},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-14142-8},
doi = {10.1007/978-3-319-14142-8},
isbn = {978-3-319-14141-1},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/Aggarwal15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/AggarwalLY15,
author = {Charu C. Aggarwal and
Yao Li and
Philip S. Yu},
title = {On the anonymizability of graphs},
journal = {Knowl. Inf. Syst.},
volume = {45},
number = {3},
pages = {571--588},
year = {2015},
url = {https://doi.org/10.1007/s10115-014-0788-1},
doi = {10.1007/S10115-014-0788-1},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/AggarwalLY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/AggarwalS15,
author = {Charu C. Aggarwal and
Saket Sathe},
title = {Theoretical Foundations and Algorithms for Outlier Ensembles},
journal = {{SIGKDD} Explor.},
volume = {17},
number = {1},
pages = {24--47},
year = {2015},
url = {https://doi.org/10.1145/2830544.2830549},
doi = {10.1145/2830544.2830549},
timestamp = {Wed, 17 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/AggarwalS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WangQSA15,
author = {Jingdong Wang and
Guo{-}Jun Qi and
Nicu Sebe and
Charu C. Aggarwal},
title = {Guest Editorial: Big Media Data: Understanding, Search, and Mining},
journal = {{IEEE} Trans. Big Data},
volume = {1},
number = {3},
pages = {82--83},
year = {2015},
url = {https://doi.org/10.1109/TBDATA.2015.2504198},
doi = {10.1109/TBDATA.2015.2504198},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/WangQSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WangQSA15a,
author = {Jingdong Wang and
Guo{-}Jun Qi and
Nicu Sebe and
Charu C. Aggarwal},
title = {Guest Editorial: Big Media Data: Understanding, Search, and Mining
(Part 2)},
journal = {{IEEE} Trans. Big Data},
volume = {1},
number = {4},
pages = {151},
year = {2015},
url = {https://doi.org/10.1109/TBDATA.2016.2518904},
doi = {10.1109/TBDATA.2016.2518904},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/WangQSA15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/QiAH15,
author = {Guo{-}Jun Qi and
Charu C. Aggarwal and
Thomas S. Huang},
title = {Breaking the Barrier to Transferring Link Information across Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {7},
pages = {1741--1753},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2014.2313871},
doi = {10.1109/TKDE.2014.2313871},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/QiAH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/Zakerzadeh15,
author = {Hessam Zakerzadeh and
Charu C. Aggarwal and
Ken Barker},
editor = {Peter M. Fischer and
Gustavo Alonso and
Marcelo Arenas and
Floris Geerts},
title = {Big Graph Privacy},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2015 Joint Conference
(EDBT/ICDT), Brussels, Belgium, March 27th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1330},
pages = {255--262},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1330/paper-40.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:45 +0100},
biburl = {https://dblp.org/rec/conf/edbt/Zakerzadeh15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AggarwalY15,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Johannes Gehrke and
Wolfgang Lehner and
Kyuseok Shim and
Sang Kyun Cha and
Guy M. Lohman},
title = {On historical diagnosis of sensor streams},
booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
Seoul, South Korea, April 13-17, 2015},
pages = {185--194},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDE.2015.7113283},
doi = {10.1109/ICDE.2015.7113283},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AggarwalY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/FengZZHWAH15,
author = {Wei Feng and
Chao Zhang and
Wei Zhang and
Jiawei Han and
Jianyong Wang and
Charu C. Aggarwal and
Jianbin Huang},
editor = {Johannes Gehrke and
Wolfgang Lehner and
Kyuseok Shim and
Sang Kyun Cha and
Guy M. Lohman},
title = {{STREAMCUBE:} Hierarchical spatio-temporal hashtag clustering for
event exploration over the Twitter stream},
booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
Seoul, South Korea, April 13-17, 2015},
pages = {1561--1572},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDE.2015.7113425},
doi = {10.1109/ICDE.2015.7113425},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/FengZZHWAH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChangHTQAH15,
author = {Shiyu Chang and
Wei Han and
Jiliang Tang and
Guo{-}Jun Qi and
Charu C. Aggarwal and
Thomas S. Huang},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Heterogeneous Network Embedding via Deep Architectures},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {119--128},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783296},
doi = {10.1145/2783258.2783296},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChangHTQAH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/QiATSA15,
author = {Guo{-}Jun Qi and
Charu C. Aggarwal and
Deepak S. Turaga and
Daby M. Sow and
Phil Anno},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {State-Driven Dynamic Sensor Selection and Prediction with State-Stacked
Sparseness},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {945--954},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783390},
doi = {10.1145/2783258.2783390},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/QiATSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuWGGAKH15,
author = {Jialu Liu and
Chi Wang and
Jing Gao and
Quanquan Gu and
Charu C. Aggarwal and
Lance M. Kaplan and
Jiawei Han},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {{GIN:} {A} Clustering Model for Capturing Dual Heterogeneity in Networked
Data},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {388--396},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.44},
doi = {10.1137/1.9781611974010.44},
timestamp = {Wed, 26 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuWGGAKH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SubbianASK15,
author = {Karthik Subbian and
Charu C. Aggarwal and
Jaideep Srivastava and
Vipin Kumar},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Rare Class Detection in Networks},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {406--414},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.46},
doi = {10.1137/1.9781611974010.46},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SubbianASK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TsaiAH15,
author = {Min{-}Hsuan Tsai and
Charu C. Aggarwal and
Thomas S. Huang},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Towards Classification of Social Streams},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {649--657},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.73},
doi = {10.1137/1.9781611974010.73},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TsaiAH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/ZakerzadehAB15,
author = {Hessam Zakerzadeh and
Charu C. Aggarwal and
Ken Barker},
editor = {Amarnath Gupta and
Susan L. Rathbun},
title = {Privacy-preserving big data publishing},
booktitle = {Proceedings of the 27th International Conference on Scientific and
Statistical Database Management, {SSDBM} '15, La Jolla, CA, USA, June
29 - July 1, 2015},
pages = {26:1--26:11},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2791347.2791380},
doi = {10.1145/2791347.2791380},
timestamp = {Mon, 24 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssdbm/ZakerzadehAB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/TangCAL15,
author = {Jiliang Tang and
Shiyu Chang and
Charu C. Aggarwal and
Huan Liu},
editor = {Xueqi Cheng and
Hang Li and
Evgeniy Gabrilovich and
Jie Tang},
title = {Negative Link Prediction in Social Media},
booktitle = {Proceedings of the Eighth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2015, Shanghai, China, February 2-6, 2015},
pages = {87--96},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2684822.2685295},
doi = {10.1145/2684822.2685295},
timestamp = {Tue, 21 May 2019 11:38:33 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/TangCAL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/LiuAH15,
author = {Jialu Liu and
Charu C. Aggarwal and
Jiawei Han},
editor = {Xueqi Cheng and
Hang Li and
Evgeniy Gabrilovich and
Jie Tang},
title = {On Integrating Network and Community Discovery},
booktitle = {Proceedings of the Eighth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2015, Shanghai, China, February 2-6, 2015},
pages = {117--126},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2684822.2685323},
doi = {10.1145/2684822.2685323},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/LiuAH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/ReddyA15,
author = {Chandan K. Reddy and
Charu C. Aggarwal},
editor = {Chandan K. Reddy and
Charu C. Aggarwal},
title = {An Introduction to Healthcare Data Analytics},
booktitle = {Healthcare Data Analytics},
pages = {1--18},
publisher = {Chapman and Hall/CRC},
year = {2015},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b18588-2},
doi = {10.1201/B18588-2},
timestamp = {Tue, 18 Aug 2015 15:30:18 +0200},
biburl = {https://dblp.org/rec/books/crc/p/ReddyA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/crc/healthcare2015,
editor = {Chandan K. Reddy and
Charu C. Aggarwal},
title = {Healthcare Data Analytics},
publisher = {Chapman and Hall/CRC},
year = {2015},
url = {http://www.crcnetbase.com/isbn/9781482232127},
isbn = {978-1-4822-3211-0},
timestamp = {Tue, 18 Aug 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/healthcare2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2015,
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2806416},
isbn = {978-1-4503-3794-6},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2015,
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://ieeexplore.ieee.org/xpl/conhome/7373198/proceeding},
isbn = {978-1-4673-9504-5},
timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TangCAL15,
author = {Jiliang Tang and
Yi Chang and
Charu C. Aggarwal and
Huan Liu},
title = {A Survey of Signed Network Mining in Social Media},
journal = {CoRR},
volume = {abs/1511.07569},
year = {2015},
url = {http://arxiv.org/abs/1511.07569},
eprinttype = {arXiv},
eprint = {1511.07569},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TangCAL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HosseiniNBTLHWA15,
author = {Mohammad Hosseini and
Nooreddin Naghibolhosseini and
Amotz Barnoy and
Peter Terlecky and
Hengchang Liu and
Shaohan Hu and
Shiguang Wang and
Md. Tanvir Al Amin and
Lu Su and
Dong Wang and
Ramesh Govindan and
Raghu K. Ganti and
Mudhakar Srivatsa and
Charu C. Aggarwal and
Tarek F. Abdelzaher and
Siyu Gu and
Chenji Pan},
title = {Joint Source Selection and Data Extrapolation in Social Sensing for
Disaster Response},
journal = {CoRR},
volume = {abs/1512.00500},
year = {2015},
url = {http://arxiv.org/abs/1512.00500},
eprinttype = {arXiv},
eprint = {1512.00500},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HosseiniNBTLHWA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2014Gupta,
author = {Manish Gupta and
Jing Gao and
Charu C. Aggarwal and
Jiawei Han},
title = {Outlier Detection for Temporal Data},
series = {Synthesis Lectures on Data Mining and Knowledge Discovery},
publisher = {Morgan {\&} Claypool Publishers},
year = {2014},
url = {https://doi.org/10.2200/S00573ED1V01Y201403DMK008},
doi = {10.2200/S00573ED1V01Y201403DMK008},
isbn = {978-3-031-00777-4},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/synthesis/2014Gupta.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/AggarwalS14,
author = {Charu C. Aggarwal and
Karthik Subbian},
title = {Evolutionary Network Analysis: {A} Survey},
journal = {{ACM} Comput. Surv.},
volume = {47},
number = {1},
pages = {10:1--10:36},
year = {2014},
url = {https://doi.org/10.1145/2601412},
doi = {10.1145/2601412},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/AggarwalS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AggarwalXY14,
author = {Charu C. Aggarwal and
Yan Xie and
Philip S. Yu},
title = {A framework for dynamic link prediction in heterogeneous networks},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {1},
pages = {14--33},
year = {2014},
url = {https://doi.org/10.1002/sam.11198},
doi = {10.1002/SAM.11198},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AggarwalXY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AggarwalZY14,
author = {Charu C. Aggarwal and
Yuchen Zhao and
Philip S. Yu},
title = {On the Use of Side Information for Mining Text Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {6},
pages = {1415--1429},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2012.148},
doi = {10.1109/TKDE.2012.148},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/AggarwalZY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GuptaGAH14,
author = {Manish Gupta and
Jing Gao and
Charu C. Aggarwal and
Jiawei Han},
title = {Outlier Detection for Temporal Data: {A} Survey},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {9},
pages = {2250--2267},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.184},
doi = {10.1109/TKDE.2013.184},
timestamp = {Wed, 26 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GuptaGAH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HaqueCKA14,
author = {Ahsanul Haque and
Swarup Chandra and
Latifur Khan and
Charu C. Aggarwal},
editor = {Jimmy Lin and
Jian Pei and
Xiaohua Hu and
Wo Chang and
Raghunath Nambiar and
Charu C. Aggarwal and
Nick Cercone and
Vasant G. Honavar and
Jun Huan and
Bamshad Mobasher and
Saumyadipta Pyne},
title = {Distributed Adaptive Importance Sampling on graphical models using
MapReduce},
booktitle = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014),
Washington, DC, USA, October 27-30, 2014},
pages = {597--602},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.2014.7004280},
doi = {10.1109/BIGDATA.2014.7004280},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/HaqueCKA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cods/ClemonsFTAP14,
author = {Tyler Clemons and
S. M. Faisal and
Shirish Tatikonda and
Charu C. Aggarwal and
Srinivasan Parthasarathy},
editor = {Balaraman Ravindran and
Kamalakar Karlapalem},
title = {One, Two, Hash! Counting Hash Tables for Flash Devices},
booktitle = {Proceedings of the 1st {IKDD} Conference on Data Sciences, Delhi,
India, March 21 - 23, 2014},
pages = {1--10},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567688.2567693},
doi = {10.1145/2567688.2567693},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cods/ClemonsFTAP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcoss/GuPLLHSWWAGAGSBTA14,
author = {Siyu Gu and
Chenji Pan and
Hengchang Liu and
Shen Li and
Shaohan Hu and
Lu Su and
Shiguang Wang and
Dong Wang and
Md. Tanvir Al Amin and
Ramesh Govindan and
Charu C. Aggarwal and
Raghu K. Ganti and
Mudhakar Srivatsa and
Amotz Barnoy and
Peter Terlecky and
Tarek F. Abdelzaher},
title = {Data Extrapolation in Social Sensing for Disaster Response},
booktitle = {{IEEE} International Conference on Distributed Computing in Sensor
Systems, {DCOSS} 2014, Marina Del Rey, CA, USA, May 26-28, 2014},
pages = {119--126},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/DCOSS.2014.34},
doi = {10.1109/DCOSS.2014.34},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcoss/GuPLLHSWWAGAGSBTA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/AggarwalY14,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Sihem Amer{-}Yahia and
Vassilis Christophides and
Anastasios Kementsietsidis and
Minos N. Garofalakis and
Stratos Idreos and
Vincent Leroy},
title = {A Condensation Approach to Privacy Preserving Data Mining},
booktitle = {Proceedings of the 17th International Conference on Extending Database
Technology, {EDBT} 2014, Athens, Greece, March 24-28, 2014},
pages = {607},
publisher = {OpenProceedings.org},
year = {2014},
url = {https://doi.org/10.5441/002/edbt.2014.54},
doi = {10.5441/002/EDBT.2014.54},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/AggarwalY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChangQAZWH14,
author = {Shiyu Chang and
Guo{-}Jun Qi and
Charu C. Aggarwal and
Jiayu Zhou and
Meng Wang and
Thomas S. Huang},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Factorized Similarity Learning in Networks},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {60--69},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.115},
doi = {10.1109/ICDM.2014.115},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChangQAZWH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChangAH14,
author = {Shiyu Chang and
Charu C. Aggarwal and
Thomas S. Huang},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Learning Local Semantic Distances with Limited Supervision},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {70--79},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.114},
doi = {10.1109/ICDM.2014.114},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChangAH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChandraSKTA14,
author = {Swarup Chandra and
Justin Sahs and
Latifur Khan and
Bhavani Thuraisingham and
Charu C. Aggarwal},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Stream Mining Using Statistical Relational Learning},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {743--748},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.144},
doi = {10.1109/ICDM.2014.144},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChandraSKTA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/WangALAKGPLAGWMSL14,
author = {Dong Wang and
Md. Tanvir Al Amin and
Shen Li and
Tarek F. Abdelzaher and
Lance M. Kaplan and
Siyu Gu and
Chenji Pan and
Hengchang Liu and
Charu C. Aggarwal and
Raghu K. Ganti and
Xinlei Wang and
Prasant Mohapatra and
Boleslaw K. Szymanski and
Hieu Khac Le},
editor = {Adam Wolisz and
Jie Liu and
Lin Zhong},
title = {Using humans as sensors: an estimation-theoretic perspective},
booktitle = {IPSN'14, Proceedings of the 13th International Symposium on Information
Processing in Sensor Networks (part of {CPS} Week), April 15-17, 2014,
Berlin, Germany},
pages = {35--46},
publisher = {{IEEE/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2602344},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipsn/WangALAKGPLAGWMSL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Aggarwal14,
author = {Charu C. Aggarwal},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {The setwise stream classification problem},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {432--441},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623751},
doi = {10.1145/2623330.2623751},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Aggarwal14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SubbianSAS14,
author = {Karthik Subbian and
Chidananda Sridhar and
Charu C. Aggarwal and
Jaideep Srivastava},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Scalable Information Flow Mining in Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8726},
pages = {130--146},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44845-8\_9},
doi = {10.1007/978-3-662-44845-8\_9},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SubbianSAS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZakerzadehAB14,
author = {Hessam Zakerzadeh and
Charu C. Aggarwal and
Ken Barker},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Towards Breaking the Curse of Dimensionality for High-Dimensional
Privacy},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {731--739},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.84},
doi = {10.1137/1.9781611973440.84},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZakerzadehAB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/DallachiesaAP14,
author = {Michele Dallachiesa and
Charu C. Aggarwal and
Themis Palpanas},
editor = {Christian S. Jensen and
Hua Lu and
Torben Bach Pedersen and
Christian Thomsen and
Kristian Torp},
title = {Node classification in uncertain graphs},
booktitle = {Conference on Scientific and Statistical Database Management, {SSDBM}
'14, Aalborg, Denmark, June 30 - July 02, 2014},
pages = {32:1--32:4},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2618243.2618277},
doi = {10.1145/2618243.2618277},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssdbm/DallachiesaAP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/TsaiAH14,
author = {Min{-}Hsuan Tsai and
Charu C. Aggarwal and
Thomas S. Huang},
editor = {Ben Carterette and
Fernando Diaz and
Carlos Castillo and
Donald Metzler},
title = {Ranking in heterogeneous social media},
booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2014, New York, NY, USA, February 24-28, 2014},
pages = {613--622},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2556195.2556254},
doi = {10.1145/2556195.2556254},
timestamp = {Tue, 21 May 2019 11:38:33 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/TsaiAH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal14/Aggarwal14,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal},
title = {An Introduction to Data Classification},
booktitle = {Data Classification: Algorithms and Applications},
pages = {1--36},
publisher = {{CRC} Press},
year = {2014},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b17320-2},
doi = {10.1201/B17320-2},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/books/crc/aggarwal14/Aggarwal14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal14/Aggarwal14a,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal},
title = {Instance-Based Learning: {A} Survey},
booktitle = {Data Classification: Algorithms and Applications},
pages = {157--186},
publisher = {{CRC} Press},
year = {2014},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b17320-7},
doi = {10.1201/B17320-7},
timestamp = {Fri, 30 Jan 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/crc/aggarwal14/Aggarwal14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal14/Aggarwal14b,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal},
title = {A Survey of Stream Classification Algorithms},
booktitle = {Data Classification: Algorithms and Applications},
pages = {245--274},
publisher = {{CRC} Press},
year = {2014},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b17320-10},
doi = {10.1201/B17320-10},
timestamp = {Fri, 30 Jan 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/crc/aggarwal14/Aggarwal14b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal14/AggarwalZ14,
author = {Charu C. Aggarwal and
ChengXiang Zhai},
editor = {Charu C. Aggarwal},
title = {Text Classification},
booktitle = {Data Classification: Algorithms and Applications},
pages = {287--336},
publisher = {{CRC} Press},
year = {2014},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b17320-12},
doi = {10.1201/B17320-12},
timestamp = {Fri, 30 Jan 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/crc/aggarwal14/AggarwalZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal14/Aggarwal14c,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal},
title = {Rare Class Learning},
booktitle = {Data Classification: Algorithms and Applications},
pages = {445--468},
publisher = {{CRC} Press},
year = {2014},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b17320-18},
doi = {10.1201/B17320-18},
timestamp = {Fri, 30 Jan 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/crc/aggarwal14/Aggarwal14c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal14/AggarwalKGHY14,
author = {Charu C. Aggarwal and
Xiangnan Kong and
Quanquan Gu and
Jiawei Han and
Philip S. Yu},
editor = {Charu C. Aggarwal},
title = {Active Learning: {A} Survey},
booktitle = {Data Classification: Algorithms and Applications},
pages = {571--606},
publisher = {{CRC} Press},
year = {2014},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b17320-23},
doi = {10.1201/B17320-23},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/aggarwal14/AggarwalKGHY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal14/Aggarwal14d,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal},
title = {Educational and Software Resources for Data Classification},
booktitle = {Data Classification: Algorithms and Applications},
pages = {657--666},
publisher = {{CRC} Press},
year = {2014},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b17320-26},
doi = {10.1201/B17320-26},
timestamp = {Fri, 30 Jan 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/crc/aggarwal14/Aggarwal14d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/fpm14/Aggarwal14,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal and
Jiawei Han},
title = {An Introduction to Frequent Pattern Mining},
booktitle = {Frequent Pattern Mining},
pages = {1--17},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07821-2\_1},
doi = {10.1007/978-3-319-07821-2\_1},
timestamp = {Mon, 05 Jun 2017 13:20:20 +0200},
biburl = {https://dblp.org/rec/books/sp/fpm14/Aggarwal14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/fpm14/AggarwalBH14,
author = {Charu C. Aggarwal and
Mansurul Bhuiyan and
Mohammad Al Hasan},
editor = {Charu C. Aggarwal and
Jiawei Han},
title = {Frequent Pattern Mining Algorithms: {A} Survey},
booktitle = {Frequent Pattern Mining},
pages = {19--64},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07821-2\_2},
doi = {10.1007/978-3-319-07821-2\_2},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/fpm14/AggarwalBH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/fpm14/Aggarwal14a,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal and
Jiawei Han},
title = {Applications of Frequent Pattern Mining},
booktitle = {Frequent Pattern Mining},
pages = {443--467},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07821-2\_18},
doi = {10.1007/978-3-319-07821-2\_18},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/fpm14/Aggarwal14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/crc/aggarwal2013,
editor = {Charu C. Aggarwal and
Chandan K. Reddy},
title = {Data Clustering: Algorithms and Applications},
publisher = {{CRC} Press},
year = {2014},
url = {http://www.crcpress.com/product/isbn/9781466558212},
isbn = {978-1-46-655821-2},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/crc/aggarwal2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/crc/aggarwal2014,
editor = {Charu C. Aggarwal},
title = {Data Classification: Algorithms and Applications},
publisher = {{CRC} Press},
year = {2014},
url = {https://doi.org/10.1201/b17320},
doi = {10.1201/B17320},
isbn = {978-1-4665-8674-1},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/aggarwal2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/fpm2014,
editor = {Charu C. Aggarwal and
Jiawei Han},
title = {Frequent Pattern Mining},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07821-2},
doi = {10.1007/978-3-319-07821-2},
isbn = {978-3-319-07820-5},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/fpm2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bigdataconf/2014,
editor = {Jimmy Lin and
Jian Pei and
Xiaohua Hu and
Wo Chang and
Raghunath Nambiar and
Charu C. Aggarwal and
Nick Cercone and
Vasant G. Honavar and
Jun Huan and
Bamshad Mobasher and
Saumyadipta Pyne},
title = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014),
Washington, DC, USA, October 27-30, 2014},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://ieeexplore.ieee.org/xpl/conhome/6973861/proceeding},
isbn = {978-1-4799-5665-4},
timestamp = {Fri, 19 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/Aggarwal14,
author = {Charu C. Aggarwal},
title = {Counterterrorism, Social Network Analysis In},
booktitle = {Encyclopedia of Social Network Analysis and Mining},
pages = {285--289},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-6170-8\_281},
doi = {10.1007/978-1-4614-6170-8\_281},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/snam/Aggarwal14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/Aggarwal14a,
author = {Charu C. Aggarwal},
title = {Privacy in Social Networks, Current and Future Research Trends on},
booktitle = {Encyclopedia of Social Network Analysis and Mining},
pages = {1335--1339},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-6170-8\_340},
doi = {10.1007/978-1-4614-6170-8\_340},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/snam/Aggarwal14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZakerzadehAB14,
author = {Hessam Zakerzadeh and
Charu C. Aggarwal and
Ken Barker},
title = {Towards Breaking the Curse of Dimensionality for High-Dimensional
Privacy: An Extended Version},
journal = {CoRR},
volume = {abs/1401.1174},
year = {2014},
url = {http://arxiv.org/abs/1401.1174},
eprinttype = {arXiv},
eprint = {1401.1174},
timestamp = {Mon, 24 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZakerzadehAB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DallachiesaAP14,
author = {Michele Dallachiesa and
Charu C. Aggarwal and
Themis Palpanas},
title = {Node Classification in Uncertain Graphs},
journal = {CoRR},
volume = {abs/1405.5829},
year = {2014},
url = {http://arxiv.org/abs/1405.5829},
eprinttype = {arXiv},
eprint = {1405.5829},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DallachiesaAP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TangCAL14,
author = {Jiliang Tang and
Shiyu Chang and
Charu C. Aggarwal and
Huan Liu},
title = {Negative Link Prediction in Social Media},
journal = {CoRR},
volume = {abs/1412.2723},
year = {2014},
url = {http://arxiv.org/abs/1412.2723},
eprinttype = {arXiv},
eprint = {1412.2723},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TangCAL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/Aggarwal2013,
author = {Charu C. Aggarwal},
title = {Outlier Analysis},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4614-6396-2},
doi = {10.1007/978-1-4614-6396-2},
isbn = {978-1-4614-6395-5},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/Aggarwal2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/WangKAA13,
author = {Dong Wang and
Lance M. Kaplan and
Tarek F. Abdelzaher and
Charu C. Aggarwal},
title = {On Credibility Estimation Tradeoffs in Assured Social Sensing},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {31},
number = {6},
pages = {1026--1037},
year = {2013},
url = {https://doi.org/10.1109/JSAC.2013.130605},
doi = {10.1109/JSAC.2013.130605},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsac/WangKAA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/AggarwalZ13,
author = {Charu C. Aggarwal and
Peixiang Zhao},
title = {Towards graphical models for text processing},
journal = {Knowl. Inf. Syst.},
volume = {36},
number = {1},
pages = {1--21},
year = {2013},
url = {https://doi.org/10.1007/s10115-012-0552-3},
doi = {10.1007/S10115-012-0552-3},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/AggarwalZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/KhanWAY13,
author = {Arijit Khan and
Yinghui Wu and
Charu C. Aggarwal and
Xifeng Yan},
title = {NeMa: Fast Graph Search with Label Similarity},
journal = {Proc. {VLDB} Endow.},
volume = {6},
number = {3},
pages = {181--192},
year = {2013},
url = {http://www.vldb.org/pvldb/vol6/p181-khan.pdf},
doi = {10.14778/2535569.2448952},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/KhanWAY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/Aggarwal13,
author = {Charu C. Aggarwal},
title = {Mining text and social streams: a review},
journal = {{SIGKDD} Explor.},
volume = {15},
number = {2},
pages = {9--19},
year = {2013},
url = {https://doi.org/10.1145/2641190.2641194},
doi = {10.1145/2641190.2641194},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/Aggarwal13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MasudCKAGHSO13,
author = {Mohammad M. Masud and
Qing Chen and
Latifur Khan and
Charu C. Aggarwal and
Jing Gao and
Jiawei Han and
Ashok Srivastava and
Nikunj C. Oza},
title = {Classification and Adaptive Novel Class Detection of Feature-Evolving
Data Streams},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {7},
pages = {1484--1497},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2012.109},
doi = {10.1109/TKDE.2012.109},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/MasudCKAGHSO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Aggarwal13,
author = {Charu C. Aggarwal},
title = {On the Analytical Properties of High-Dimensional Randomization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {7},
pages = {1628--1642},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2012.98},
doi = {10.1109/TKDE.2012.98},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/Aggarwal13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GuAH13,
author = {Quanquan Gu and
Charu C. Aggarwal and
Jiawei Han},
title = {Unsupervised Link Selection in Networks},
booktitle = {Proceedings of the Sixteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
April 29 - May 1, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {31},
pages = {298--306},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/gu13a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GuAH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ClemonsFTAP13,
author = {Tyler Clemons and
S. M. Faisal and
Shirish Tatikonda and
Charu C. Aggarwal and
Srinivasan Parthasarathy},
editor = {Xiaohua Hu and
Tsau Young Lin and
Vijay V. Raghavan and
Benjamin W. Wah and
Ricardo Baeza{-}Yates and
Geoffrey C. Fox and
Cyrus Shahabi and
Matthew Smith and
Qiang Yang and
Rayid Ghani and
Wei Fan and
Ronny Lempel and
Raghunath Nambiar},
title = {Hash in a flash: Hash tables for flash devices},
booktitle = {2013 {IEEE} International Conference on Big Data {(IEEE} BigData 2013),
6-9 October 2013, Santa Clara, CA, {USA}},
pages = {7--14},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BigData.2013.6691692},
doi = {10.1109/BIGDATA.2013.6691692},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/ClemonsFTAP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SubbianAS13,
author = {Karthik Subbian and
Charu C. Aggarwal and
Jaideep Srivastava},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Content-centric flow mining for influence analysis in social streams},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {841--846},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505626},
doi = {10.1145/2505515.2505626},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SubbianAS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/WangAKA13,
author = {Dong Wang and
Tarek F. Abdelzaher and
Lance M. Kaplan and
Charu C. Aggarwal},
title = {Recursive Fact-Finding: {A} Streaming Approach to Truth Estimation
in Crowdsourcing Applications},
booktitle = {{IEEE} 33rd International Conference on Distributed Computing Systems,
{ICDCS} 2013, 8-11 July, 2013, Philadelphia, Pennsylvania, {USA}},
pages = {530--539},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDCS.2013.54},
doi = {10.1109/ICDCS.2013.54},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdcs/WangAKA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/QiAH13,
author = {Guo{-}Jun Qi and
Charu C. Aggarwal and
Thomas S. Huang},
editor = {Christian S. Jensen and
Christopher M. Jermaine and
Xiaofang Zhou},
title = {Link prediction across networks by biased cross-network sampling},
booktitle = {29th {IEEE} International Conference on Data Engineering, {ICDE} 2013,
Brisbane, Australia, April 8-12, 2013},
pages = {793--804},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDE.2013.6544875},
doi = {10.1109/ICDE.2013.6544875},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/QiAH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuAMW13,
author = {Weiren Yu and
Charu C. Aggarwal and
Shuai Ma and
Haixun Wang},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {On Anomalous Hotspot Discovery in Graph Streams},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {1271--1276},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.32},
doi = {10.1109/ICDM.2013.32},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuAMW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuALH13,
author = {Quanquan Gu and
Charu C. Aggarwal and
Jialu Liu and
Jiawei Han},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Selective sampling on graphs for classification},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {131--139},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487641},
doi = {10.1145/2487575.2487641},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GuALH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalSSY13,
author = {Karthik Subbian and
Charu C. Aggarwal and
Jaideep Srivastava and
Philip S. Yu},
title = {Community Detection with Prior Knowledge},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {405--413},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.45},
doi = {10.1137/1.9781611972832.45},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalSSY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/QiAH13,
author = {Guo{-}Jun Qi and
Charu C. Aggarwal and
Thomas S. Huang},
editor = {Stefano Leonardi and
Alessandro Panconesi and
Paolo Ferragina and
Aristides Gionis},
title = {Online community detection in social sensing},
booktitle = {Sixth {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2013, Rome, Italy, February 4-8, 2013},
pages = {617--626},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2433396.2433474},
doi = {10.1145/2433396.2433474},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/QiAH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/QiAHH13,
author = {Guo{-}Jun Qi and
Charu C. Aggarwal and
Jiawei Han and
Thomas S. Huang},
editor = {Daniel Schwabe and
Virg{\'{\i}}lio A. F. Almeida and
Hartmut Glaser and
Ricardo Baeza{-}Yates and
Sue B. Moon},
title = {Mining collective intelligence in diverse groups},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013},
pages = {1041--1052},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488388.2488479},
doi = {10.1145/2488388.2488479},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/QiAHH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal13/Aggarwal13,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal and
Chandan K. Reddy},
title = {An Introduction to Cluster Analysis},
booktitle = {Data Clustering: Algorithms and Applications},
pages = {1--28},
publisher = {{CRC} Press},
year = {2013},
timestamp = {Thu, 12 Mar 2020 11:24:04 +0100},
biburl = {https://dblp.org/rec/books/crc/aggarwal13/Aggarwal13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal13/Aggarwal13a,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal and
Chandan K. Reddy},
title = {A Survey of Stream Clustering Algorithms},
booktitle = {Data Clustering: Algorithms and Applications},
pages = {231--258},
publisher = {{CRC} Press},
year = {2013},
timestamp = {Sun, 04 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/aggarwal13/Aggarwal13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal13/KotsakosTGA13,
author = {Dimitrios Kotsakos and
Goce Trajcevski and
Dimitrios Gunopulos and
Charu C. Aggarwal},
editor = {Charu C. Aggarwal and
Chandan K. Reddy},
title = {Time-Series Data Clustering},
booktitle = {Data Clustering: Algorithms and Applications},
pages = {357--380},
publisher = {{CRC} Press},
year = {2013},
timestamp = {Sun, 04 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/aggarwal13/KotsakosTGA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal13/Aggarwal13b,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal and
Chandan K. Reddy},
title = {A Survey of Uncertain Data Clustering Algorithms},
booktitle = {Data Clustering: Algorithms and Applications},
pages = {457--482},
publisher = {{CRC} Press},
year = {2013},
timestamp = {Sun, 04 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/aggarwal13/Aggarwal13b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal13/AggarwalR13,
author = {Charu C. Aggarwal and
Chandan K. Reddy},
editor = {Charu C. Aggarwal and
Chandan K. Reddy},
title = {Educational and Software Resources for Data Clustering},
booktitle = {Data Clustering: Algorithms and Applications},
pages = {607--616},
publisher = {{CRC} Press},
year = {2013},
timestamp = {Sun, 04 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/aggarwal13/AggarwalR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/mmsd13/Aggarwal13,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal},
title = {An Introduction to Sensor Data Analytics},
booktitle = {Managing and Mining Sensor Data},
pages = {1--8},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4614-6309-2\_1},
doi = {10.1007/978-1-4614-6309-2\_1},
timestamp = {Tue, 16 May 2017 14:01:46 +0200},
biburl = {https://dblp.org/rec/books/sp/mmsd13/Aggarwal13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/mmsd13/Aggarwal13a,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal},
title = {Mining Sensor Data Streams},
booktitle = {Managing and Mining Sensor Data},
pages = {143--171},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4614-6309-2\_6},
doi = {10.1007/978-1-4614-6309-2\_6},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/mmsd13/Aggarwal13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/mmsd13/AggarwalA13,
author = {Charu C. Aggarwal and
Tarek F. Abdelzaher},
editor = {Charu C. Aggarwal},
title = {Social Sensing},
booktitle = {Managing and Mining Sensor Data},
pages = {237--297},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4614-6309-2\_9},
doi = {10.1007/978-1-4614-6309-2\_9},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/mmsd13/AggarwalA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/mmsd13/AggarwalH13,
author = {Charu C. Aggarwal and
Jiawei Han},
editor = {Charu C. Aggarwal},
title = {A Survey of {RFID} Data Processing},
booktitle = {Managing and Mining Sensor Data},
pages = {349--382},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4614-6309-2\_11},
doi = {10.1007/978-1-4614-6309-2\_11},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/mmsd13/AggarwalH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/mmsd13/AggarwalAS13,
author = {Charu C. Aggarwal and
Naveen Ashish and
Amit P. Sheth},
editor = {Charu C. Aggarwal},
title = {The Internet of Things: {A} Survey from the Data-Centric Perspective},
booktitle = {Managing and Mining Sensor Data},
pages = {383--428},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4614-6309-2\_12},
doi = {10.1007/978-1-4614-6309-2\_12},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/mmsd13/AggarwalAS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/mmsd2013,
editor = {Charu C. Aggarwal},
title = {Managing and Mining Sensor Data},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4614-6309-2},
doi = {10.1007/978-1-4614-6309-2},
isbn = {978-1-4614-6308-5},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/mmsd2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WangTYA12,
author = {Fei Wang and
Hanghang Tong and
Philip S. Yu and
Charu C. Aggarwal},
title = {Guest editorial: special issue on data mining technologies for computational
social science},
journal = {Data Min. Knowl. Discov.},
volume = {25},
number = {3},
pages = {415--419},
year = {2012},
url = {https://doi.org/10.1007/s10618-012-0271-0},
doi = {10.1007/S10618-012-0271-0},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/WangTYA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecra/AggarwalY12,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {On the network effect in Web 2.0 applications},
journal = {Electron. Commer. Res. Appl.},
volume = {11},
number = {2},
pages = {142--151},
year = {2012},
url = {https://doi.org/10.1016/j.elerap.2011.11.001},
doi = {10.1016/J.ELERAP.2011.11.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ecra/AggarwalY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/Aggarwal12,
author = {Charu C. Aggarwal},
title = {A segment-based framework for modeling and mining data streams},
journal = {Knowl. Inf. Syst.},
volume = {30},
number = {1},
pages = {1--29},
year = {2012},
url = {https://doi.org/10.1007/s10115-010-0366-0},
doi = {10.1007/S10115-010-0366-0},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/Aggarwal12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/QiATJH12,
author = {Guo{-}Jun Qi and
Charu C. Aggarwal and
Qi Tian and
Heng Ji and
Thomas S. Huang},
title = {Exploring Context and Content Links in Social Media: {A} Latent Space
Method},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {34},
number = {5},
pages = {850--862},
year = {2012},
url = {https://doi.org/10.1109/TPAMI.2011.191},
doi = {10.1109/TPAMI.2011.191},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/QiATJH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/SunAH12,
author = {Yizhou Sun and
Charu C. Aggarwal and
Jiawei Han},
title = {Relation Strength-Aware Clustering of Heterogeneous Information Networks
with Incomplete Attributes},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {5},
pages = {394--405},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p394\_yizhousun\_vldb2012.pdf},
doi = {10.14778/2140436.2140437},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/SunAH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AggarwalL12,
author = {Charu C. Aggarwal and
Nan Li},
title = {On supervised mining of dynamic content-based networks},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {1},
pages = {16--34},
year = {2012},
url = {https://doi.org/10.1002/sam.10140},
doi = {10.1002/SAM.10140},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AggarwalL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/Aggarwal12,
author = {Charu C. Aggarwal},
title = {Outlier ensembles: position paper},
journal = {{SIGKDD} Explor.},
volume = {14},
number = {2},
pages = {49--58},
year = {2012},
url = {https://doi.org/10.1145/2481244.2481252},
doi = {10.1145/2481244.2481252},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/Aggarwal12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/Aggarwal12,
author = {Charu C. Aggarwal},
title = {On the equivalence of {PLSI} and projected clustering},
journal = {{SIGMOD} Rec.},
volume = {41},
number = {4},
pages = {45--50},
year = {2012},
url = {https://doi.org/10.1145/2430456.2430469},
doi = {10.1145/2430456.2430469},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/Aggarwal12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/AggarwalLY12,
author = {Charu C. Aggarwal and
Wangqun Lin and
Philip S. Yu},
editor = {Elke A. Rundensteiner and
Volker Markl and
Ioana Manolescu and
Sihem Amer{-}Yahia and
Felix Naumann and
Ismail Ari},
title = {Searching by corpus with fingerprints},
booktitle = {15th International Conference on Extending Database Technology, {EDBT}
'12, Berlin, Germany, March 27-30, 2012, Proceedings},
pages = {348--359},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2247596.2247638},
doi = {10.1145/2247596.2247638},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/AggarwalLY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/QiAH12,
author = {Guo{-}Jun Qi and
Charu C. Aggarwal and
Thomas S. Huang},
editor = {Anastasios Kementsietsidis and
Marcos Antonio Vaz Salles},
title = {Community Detection with Edge Content in Social Media Networks},
booktitle = {{IEEE} 28th International Conference on Data Engineering {(ICDE} 2012),
Washington, DC, {USA} (Arlington, Virginia), 1-5 April, 2012},
pages = {534--545},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDE.2012.77},
doi = {10.1109/ICDE.2012.77},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/QiAH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AggarwalZY12,
author = {Charu C. Aggarwal and
Yuchen Zhao and
Philip S. Yu},
editor = {Anastasios Kementsietsidis and
Marcos Antonio Vaz Salles},
title = {On Text Clustering with Side Information},
booktitle = {{IEEE} 28th International Conference on Data Engineering {(ICDE} 2012),
Washington, DC, {USA} (Arlington, Virginia), 1-5 April, 2012},
pages = {894--904},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDE.2012.111},
doi = {10.1109/ICDE.2012.111},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AggarwalZY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Al-KhateebMKAHT12,
author = {Tahseen Al{-}Khateeb and
Mohammad M. Masud and
Latifur Khan and
Charu C. Aggarwal and
Jiawei Han and
Bhavani Thuraisingham},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Stream Classification with Recurring and Novel Class Detection Using
Class-Based Ensemble},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {31--40},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.125},
doi = {10.1109/ICDM.2012.125},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Al-KhateebMKAHT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0001JAS12,
author = {Lin Liu and
Ruoming Jin and
Charu C. Aggarwal and
Yelong Shen},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Reliable Clustering on Uncertain Graphs},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {459--468},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.11},
doi = {10.1109/ICDM.2012.11},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0001JAS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Aggarwal12,
author = {Charu C. Aggarwal},
title = {The Multi-Set Stream Clustering Problem},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {59--69},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.6},
doi = {10.1137/1.9781611972825.6},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Aggarwal12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalXY12,
author = {Charu C. Aggarwal and
Yan Xie and
Philip S. Yu},
title = {On Dynamic Link Inference in Heterogeneous Networks},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {415--426},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.36},
doi = {10.1137/1.9781611972825.36},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalXY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/QiAH12,
author = {Guo{-}Jun Qi and
Charu C. Aggarwal and
Thomas S. Huang},
title = {Transfer Learning of Distance Metrics by Cross-Domain Metric Sampling
across Heterogeneous Spaces},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {528--539},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.46},
doi = {10.1137/1.9781611972825.46},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/QiAH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalS12,
author = {Charu C. Aggarwal and
Karthik Subbian},
title = {Event Detection in Social Streams},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {624--635},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.54},
doi = {10.1137/1.9781611972825.54},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalLY12,
author = {Charu C. Aggarwal and
Shuyang Lin and
Philip S. Yu},
title = {On Influential Node Discovery in Dynamic Social Networks},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {636--647},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.55},
doi = {10.1137/1.9781611972825.55},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalLY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/secon/WangKAA12,
author = {Dong Wang and
Lance M. Kaplan and
Tarek F. Abdelzaher and
Charu C. Aggarwal},
title = {On scalability and robustness limitations of real and asymptotic confidence
bounds in social sensing},
booktitle = {9th Annual {IEEE} Communications Society Conference on Sensor, Mesh
and Ad Hoc Communications and Networks, {SECON} 2012, Seoul, Korea
(South), June 18-21, 2012},
pages = {506--514},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SECON.2012.6275819},
doi = {10.1109/SECON.2012.6275819},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/secon/WangKAA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/QiAH12,
author = {Guo{-}Jun Qi and
Charu C. Aggarwal and
Thomas S. Huang},
editor = {Eytan Adar and
Jaime Teevan and
Eugene Agichtein and
Yoelle Maarek},
title = {On clustering heterogeneous social media objects with outlier links},
booktitle = {Proceedings of the Fifth International Conference on Web Search and
Web Data Mining, {WSDM} 2012, Seattle, WA, USA, February 8-12, 2012},
pages = {553--562},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2124295.2124363},
doi = {10.1145/2124295.2124363},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/QiAH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/SunHAC12,
author = {Yizhou Sun and
Jiawei Han and
Charu C. Aggarwal and
Nitesh V. Chawla},
editor = {Eytan Adar and
Jaime Teevan and
Eugene Agichtein and
Yoelle Maarek},
title = {When will it happen?: relationship prediction in heterogeneous information
networks},
booktitle = {Proceedings of the Fifth International Conference on Web Search and
Web Data Mining, {WSDM} 2012, Seattle, WA, USA, February 8-12, 2012},
pages = {663--672},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2124295.2124373},
doi = {10.1145/2124295.2124373},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/SunHAC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/12/Aggarwal12,
author = {Charu C. Aggarwal},
editor = {Mohamed Medhat Gaber},
title = {From Combinatorial Optimization to Data Mining},
booktitle = {Journeys to Data Mining},
pages = {27--42},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28047-4\_3},
doi = {10.1007/978-3-642-28047-4\_3},
timestamp = {Mon, 16 Sep 2019 14:43:25 +0200},
biburl = {https://dblp.org/rec/books/sp/12/Aggarwal12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/mining2012/AggarwalZ12,
author = {Charu C. Aggarwal and
ChengXiang Zhai},
editor = {Charu C. Aggarwal and
ChengXiang Zhai},
title = {An Introduction to Text Mining},
booktitle = {Mining Text Data},
pages = {1--10},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-1-4614-3223-4\_1},
doi = {10.1007/978-1-4614-3223-4\_1},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/mining2012/AggarwalZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/mining2012/AggarwalZ12a,
author = {Charu C. Aggarwal and
ChengXiang Zhai},
editor = {Charu C. Aggarwal and
ChengXiang Zhai},
title = {A Survey of Text Clustering Algorithms},
booktitle = {Mining Text Data},
pages = {77--128},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-1-4614-3223-4\_4},
doi = {10.1007/978-1-4614-3223-4\_4},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/mining2012/AggarwalZ12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/mining2012/AggarwalZ12b,
author = {Charu C. Aggarwal and
ChengXiang Zhai},
editor = {Charu C. Aggarwal and
ChengXiang Zhai},
title = {A Survey of Text Classification Algorithms},
booktitle = {Mining Text Data},
pages = {163--222},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-1-4614-3223-4\_6},
doi = {10.1007/978-1-4614-3223-4\_6},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/mining2012/AggarwalZ12b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/mining2012/Aggarwal12,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal and
ChengXiang Zhai},
title = {Mining Text Streams},
booktitle = {Mining Text Data},
pages = {297--321},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-1-4614-3223-4\_9},
doi = {10.1007/978-1-4614-3223-4\_9},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/mining2012/Aggarwal12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/mining12,
editor = {Charu C. Aggarwal and
ChengXiang Zhai},
title = {Mining Text Data},
publisher = {Springer},
year = {2012},
isbn = {978-1-4419-8462-3},
timestamp = {Sat, 18 Feb 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/mining12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1201-6563,
author = {Yizhou Sun and
Charu C. Aggarwal and
Jiawei Han},
title = {Relation Strength-Aware Clustering of Heterogeneous Information Networks
with Incomplete Attributes},
journal = {CoRR},
volume = {abs/1201.6563},
year = {2012},
url = {http://arxiv.org/abs/1201.6563},
eprinttype = {arXiv},
eprint = {1201.6563},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1201-6563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-0954,
author = {Guo{-}Jun Qi and
Charu C. Aggarwal and
Pierre Moulin and
Thomas S. Huang},
title = {Learning from Collective Intelligence in Groups},
journal = {CoRR},
volume = {abs/1210.0954},
year = {2012},
url = {http://arxiv.org/abs/1210.0954},
eprinttype = {arXiv},
eprint = {1210.0954},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-0954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-4521,
author = {Tyler Clemons and
S. M. Faisal and
Shirish Tatikonda and
Charu C. Aggarwal and
Srinivasan Parthasarathy},
title = {Hash in a Flash: Hash Tables for Solid State Devices},
journal = {CoRR},
volume = {abs/1211.4521},
year = {2012},
url = {http://arxiv.org/abs/1211.4521},
eprinttype = {arXiv},
eprint = {1211.4521},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-4521.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ZhaoAW11,
author = {Peixiang Zhao and
Charu C. Aggarwal and
Min Wang},
title = {gSketch: On Query Estimation in Graph Streams},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {3},
pages = {193--204},
year = {2011},
url = {http://www.vldb.org/pvldb/vol5/p193\_peixiangzhao\_vldb2012.pdf},
doi = {10.14778/2078331.2078335},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/ZhaoAW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/GuptaAHS11,
author = {Manish Gupta and
Charu C. Aggarwal and
Jiawei Han and
Yizhou Sun},
title = {Evolutionary Clustering and Analysis of Bibliographic Networks},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2011, Kaohsiung, Taiwan, 25-27 July 2011},
pages = {63--70},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ASONAM.2011.12},
doi = {10.1109/ASONAM.2011.12},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/GuptaAHS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/SunBGAH11,
author = {Yizhou Sun and
Rick Barber and
Manish Gupta and
Charu C. Aggarwal and
Jiawei Han},
title = {Co-author Relationship Prediction in Heterogeneous Bibliographic Networks},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2011, Kaohsiung, Taiwan, 25-27 July 2011},
pages = {121--128},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ASONAM.2011.112},
doi = {10.1109/ASONAM.2011.112},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/SunBGAH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/QiARTCH11,
author = {Guo{-}Jun Qi and
Charu C. Aggarwal and
Yong Rui and
Qi Tian and
Shiyu Chang and
Thomas S. Huang},
title = {Towards cross-category knowledge propagation for learning visual concepts},
booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
pages = {897--904},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPR.2011.5995312},
doi = {10.1109/CVPR.2011.5995312},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/QiARTCH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcoss/AggarwalBS11,
author = {Charu C. Aggarwal and
Amotz Bar{-}Noy and
Simon Shamoun},
title = {On sensor selection in linked information networks},
booktitle = {Distributed Computing in Sensor Systems, 7th {IEEE} International
Conference and Workshops, {DCOSS} 2011, Barcelona, Spain, 27-29 June,
2011, Proceedings},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/DCOSS.2011.5982173},
doi = {10.1109/DCOSS.2011.5982173},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcoss/AggarwalBS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcoss/WangAACSA11,
author = {Dong Wang and
Hossein Ahmadi and
Tarek F. Abdelzaher and
Harshavardhan Chenji and
Radu Stoleru and
Charu C. Aggarwal},
title = {Optimizing quality-of-information in cost-sensitive sensor data fusion},
booktitle = {Distributed Computing in Sensor Systems, 7th {IEEE} International
Conference and Workshops, {DCOSS} 2011, Barcelona, Spain, 27-29 June,
2011, Proceedings},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/DCOSS.2011.5982175},
doi = {10.1109/DCOSS.2011.5982175},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcoss/WangAACSA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/WangAAPRGHFLA11,
author = {Dong Wang and
Tarek F. Abdelzaher and
Hossein Ahmadi and
Jeff Pasternack and
Dan Roth and
Manish Gupta and
Jiawei Han and
Omid Fatemieh and
Hieu Khac Le and
Charu C. Aggarwal},
title = {On Bayesian interpretation of fact-finding in information networks},
booktitle = {Proceedings of the 14th International Conference on Information Fusion,
{FUSION} 2011, Chicago, Illinois, USA, July 5-8, 2011},
pages = {1--8},
publisher = {{IEEE}},
year = {2011},
url = {https://ieeexplore.ieee.org/document/5977540/},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fusion/WangAAPRGHFLA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AggarwalZY11,
author = {Charu C. Aggarwal and
Yuchen Zhao and
Philip S. Yu},
editor = {Serge Abiteboul and
Klemens B{\"{o}}hm and
Christoph Koch and
Kian{-}Lee Tan},
title = {Outlier detection in graph streams},
booktitle = {Proceedings of the 27th International Conference on Data Engineering,
{ICDE} 2011, April 11-16, 2011, Hannover, Germany},
pages = {399--409},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDE.2011.5767885},
doi = {10.1109/ICDE.2011.5767885},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AggarwalZY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AggarwalW11,
author = {Charu C. Aggarwal and
Haixun Wang},
editor = {Serge Abiteboul and
Klemens B{\"{o}}hm and
Christoph Koch and
Kian{-}Lee Tan},
title = {On dimensionality reduction of massive graphs for indexing and retrieval},
booktitle = {Proceedings of the 27th International Conference on Data Engineering,
{ICDE} 2011, April 11-16, 2011, Hannover, Germany},
pages = {1091--1102},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDE.2011.5767834},
doi = {10.1109/ICDE.2011.5767834},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AggarwalW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AggarwalLY11,
author = {Charu C. Aggarwal and
Yao Li and
Philip S. Yu},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {On the Hardness of Graph Anonymization},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {1002--1007},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.112},
doi = {10.1109/ICDM.2011.112},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AggarwalLY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MasudAKAGHT11,
author = {Mohammad M. Masud and
Tahseen Al{-}Khateeb and
Latifur Khan and
Charu C. Aggarwal and
Jing Gao and
Jiawei Han and
Bhavani Thuraisingham},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Detecting Recurring and Novel Classes in Concept-Drifting Data Streams},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {1176--1181},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.49},
doi = {10.1109/ICDM.2011.49},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MasudAKAGHT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JinLA11,
author = {Ruoming Jin and
Lin Liu and
Charu C. Aggarwal},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Discovering highly reliable subgraphs in uncertain graphs},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {992--1000},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020569},
doi = {10.1145/2020408.2020569},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/JinLA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AggarwalXY11,
author = {Charu C. Aggarwal and
Yan Xie and
Philip S. Yu},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {On dynamic data-driven selection of sensor streams},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {1226--1234},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020595},
doi = {10.1145/2020408.2020595},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AggarwalXY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalL11,
author = {Charu C. Aggarwal and
Nan Li},
title = {On Node Classification in Dynamic Content-based Networks},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {355--366},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.31},
doi = {10.1137/1.9781611972818.31},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalXY11,
author = {Charu C. Aggarwal and
Yan Xie and
Philip S. Yu},
title = {Towards Community Detection in Locally Heterogeneous Networks},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {391--402},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.34},
doi = {10.1137/1.9781611972818.34},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalXY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalKY11,
author = {Charu C. Aggarwal and
Arijit Khan and
Xifeng Yan},
title = {On Flow Authority Discovery in Social Networks},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {522--533},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.45},
doi = {10.1137/1.9781611972818.45},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalKY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Aggarwal11,
author = {Charu C. Aggarwal},
title = {On Classification of Graph Streams},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {652--663},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.56},
doi = {10.1137/1.9781611972818.56},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Aggarwal11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiAW11,
author = {Chun Li and
Charu C. Aggarwal and
Jianyong Wang},
title = {On Anonymization of Multi-graphs},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {711--722},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.61},
doi = {10.1137/1.9781611972818.61},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiAW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssd/GuptaAH11,
author = {Manish Gupta and
Charu C. Aggarwal and
Jiawei Han},
editor = {Dieter Pfoser and
Yufei Tao and
Kyriakos Mouratidis and
Mario A. Nascimento and
Mohamed F. Mokbel and
Shashi Shekhar and
Yan Huang},
title = {Finding Top-k Shortest Path Distance Changes in an Evolutionary Network},
booktitle = {Advances in Spatial and Temporal Databases - 12th International Symposium,
{SSTD} 2011, Minneapolis, MN, USA, August 24-26, 2011, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6849},
pages = {130--148},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22922-0\_9},
doi = {10.1007/978-3-642-22922-0\_9},
timestamp = {Tue, 02 Jan 2024 12:43:46 +0100},
biburl = {https://dblp.org/rec/conf/ssd/GuptaAH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/QiAH11,
author = {Guojun Qi and
Charu C. Aggarwal and
Thomas S. Huang},
editor = {Sadagopan Srinivasan and
Krithi Ramamritham and
Arun Kumar and
M. P. Ravindra and
Elisa Bertino and
Ravi Kumar},
title = {Towards semantic knowledge propagation from text corpus to web images},
booktitle = {Proceedings of the 20th International Conference on World Wide Web,
{WWW} 2011, Hyderabad, India, March 28 - April 1, 2011},
pages = {297--306},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1963405.1963449},
doi = {10.1145/1963405.1963449},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/QiAH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/social2011/Aggarwal11,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal},
title = {An Introduction to Social Network Data Analytics},
booktitle = {Social Network Data Analytics},
pages = {1--15},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-1-4419-8462-3\_1},
doi = {10.1007/978-1-4419-8462-3\_1},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/social2011/Aggarwal11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/social2011/AggarwalW11,
author = {Charu C. Aggarwal and
Haixun Wang},
editor = {Charu C. Aggarwal},
title = {Text Mining in Social Networks},
booktitle = {Social Network Data Analytics},
pages = {353--378},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-1-4419-8462-3\_13},
doi = {10.1007/978-1-4419-8462-3\_13},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/social2011/AggarwalW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/social2011/AggarwalA11,
author = {Charu C. Aggarwal and
Tarek F. Abdelzaher},
editor = {Charu C. Aggarwal},
title = {Integrating Sensors and Social Networks},
booktitle = {Social Network Data Analytics},
pages = {379--412},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-1-4419-8462-3\_14},
doi = {10.1007/978-1-4419-8462-3\_14},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/social2011/AggarwalA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/social11,
editor = {Charu C. Aggarwal},
title = {Social Network Data Analytics},
publisher = {Springer},
year = {2011},
isbn = {978-1-4419-8461-6},
timestamp = {Sat, 18 Feb 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/social11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/crypt/Aggarwal11,
author = {Charu C. Aggarwal},
editor = {Henk C. A. van Tilborg and
Sushil Jajodia},
title = {Data Mining (Privacy in)},
booktitle = {Encyclopedia of Cryptography and Security, 2nd Ed},
pages = {303--306},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-1-4419-5906-5\_751},
doi = {10.1007/978-1-4419-5906-5\_751},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/crypt/Aggarwal11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-7167,
author = {Peixiang Zhao and
Charu C. Aggarwal and
Min Wang},
title = {gSketch: On Query Estimation in Graph Streams},
journal = {CoRR},
volume = {abs/1111.7167},
year = {2011},
url = {http://arxiv.org/abs/1111.7167},
eprinttype = {arXiv},
eprint = {1111.7167},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-7167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/AggarwalCH10,
author = {Charu C. Aggarwal and
Chen Chen and
Jiawei Han},
title = {The Inverse Classification Problem},
journal = {J. Comput. Sci. Technol.},
volume = {25},
number = {3},
pages = {458--468},
year = {2010},
url = {https://doi.org/10.1007/s11390-010-9337-x},
doi = {10.1007/S11390-010-9337-X},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/AggarwalCH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/AggarwalY10,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {On clustering massive text and categorical data streams},
journal = {Knowl. Inf. Syst.},
volume = {24},
number = {2},
pages = {171--196},
year = {2010},
url = {https://doi.org/10.1007/s10115-009-0241-z},
doi = {10.1007/S10115-009-0241-Z},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/AggarwalY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/AggarwalLYJ10,
author = {Charu C. Aggarwal and
Yao Li and
Philip S. Yu and
Ruoming Jin},
title = {On Dense Pattern Mining in Graph Streams},
journal = {Proc. {VLDB} Endow.},
volume = {3},
number = {1},
pages = {975--984},
year = {2010},
url = {http://www.vldb.org/pvldb/vldb2010/pvldb\_vol3/R87.pdf},
doi = {10.14778/1920841.1920964},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/AggarwalLYJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AggarwalZY10,
author = {Charu C. Aggarwal and
Yuchen Zhao and
Philip S. Yu},
title = {A framework for clustering massive graph streams},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {6},
pages = {399--416},
year = {2010},
url = {https://doi.org/10.1002/sam.10090},
doi = {10.1002/SAM.10090},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AggarwalZY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoAY10,
author = {Yuchen Zhao and
Charu C. Aggarwal and
Philip S. Yu},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {On wavelet decomposition of uncertain time series data sets},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {129--138},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871458},
doi = {10.1145/1871437.1871458},
timestamp = {Wed, 03 Aug 2022 15:48:33 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoAY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MasudCKAGHT10,
author = {Mohammad M. Masud and
Qing Chen and
Latifur Khan and
Charu C. Aggarwal and
Jing Gao and
Jiawei Han and
Bhavani Thuraisingham},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Addressing Concept-Evolution in Concept-Drifting Data Streams},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {929--934},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.160},
doi = {10.1109/ICDM.2010.160},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MasudCKAGHT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Aggarwal10,
author = {Charu C. Aggarwal},
title = {On Multidimensional Sharpening of Uncertain Data},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {373--384},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.33},
doi = {10.1137/1.9781611972801.33},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Aggarwal10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalZY10,
author = {Charu C. Aggarwal and
Yuchen Zhao and
Philip S. Yu},
title = {On Clustering Graph Streams},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {478--489},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.42},
doi = {10.1137/1.9781611972801.42},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalZY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Aggarwal10a,
author = {Charu C. Aggarwal},
title = {The Generalized Dimensionality Reduction Problem},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {607--618},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.53},
doi = {10.1137/1.9781611972801.53},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Aggarwal10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalY10,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {On Classification of High-Cardinality Data Streams},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {802--813},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.70},
doi = {10.1137/1.9781611972801.70},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/AggarwalZ10,
author = {Charu C. Aggarwal and
Peixiang Zhao},
editor = {Fabio Crestani and
St{\'{e}}phane Marchand{-}Maillet and
Hsin{-}Hsi Chen and
Efthimis N. Efthimiadis and
Jacques Savoy},
title = {Graphical models for text: a new paradigm for text representation
and processing},
booktitle = {Proceeding of the 33rd International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, {SIGIR} 2010, Geneva, Switzerland,
July 19-23, 2010},
pages = {899--900},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835449.1835672},
doi = {10.1145/1835449.1835672},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/AggarwalZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/Aggarwal10,
author = {Charu C. Aggarwal},
editor = {Mohamed Medhat Gaber},
title = {Data Streams: An Overview and Scientific Applications},
booktitle = {Scientific Data Mining and Knowledge Discovery - Principles and Foundations},
pages = {377--397},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-02788-8\_14},
doi = {10.1007/978-3-642-02788-8\_14},
timestamp = {Mon, 29 May 2017 13:41:04 +0200},
biburl = {https://dblp.org/rec/books/daglib/p/Aggarwal10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/AggarwalW10,
author = {Charu C. Aggarwal and
Haixun Wang},
editor = {Charu C. Aggarwal and
Haixun Wang},
title = {An Introduction to Graph Data},
booktitle = {Managing and Mining Graph Data},
series = {Advances in Database Systems},
volume = {40},
pages = {1--11},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6045-0\_1},
doi = {10.1007/978-1-4419-6045-0\_1},
timestamp = {Tue, 16 May 2017 14:24:24 +0200},
biburl = {https://dblp.org/rec/series/ads/AggarwalW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/AggarwalW10a,
author = {Charu C. Aggarwal and
Haixun Wang},
editor = {Charu C. Aggarwal and
Haixun Wang},
title = {Graph Data Management and Mining: {A} Survey of Algorithms and Applications},
booktitle = {Managing and Mining Graph Data},
series = {Advances in Database Systems},
volume = {40},
pages = {13--68},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6045-0\_2},
doi = {10.1007/978-1-4419-6045-0\_2},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/AggarwalW10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/WangA10,
author = {Haixun Wang and
Charu C. Aggarwal},
editor = {Charu C. Aggarwal and
Haixun Wang},
title = {A Survey of Algorithms for Keyword Search on Graph Data},
booktitle = {Managing and Mining Graph Data},
series = {Advances in Database Systems},
volume = {40},
pages = {249--273},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6045-0\_8},
doi = {10.1007/978-1-4419-6045-0\_8},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/WangA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/AggarwalW10b,
author = {Charu C. Aggarwal and
Haixun Wang},
editor = {Charu C. Aggarwal and
Haixun Wang},
title = {A Survey of Clustering Algorithms for Graph Data},
booktitle = {Managing and Mining Graph Data},
series = {Advances in Database Systems},
volume = {40},
pages = {275--301},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6045-0\_9},
doi = {10.1007/978-1-4419-6045-0\_9},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/AggarwalW10b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/LeeRJA10,
author = {Victor E. Lee and
Ning Ruan and
Ruoming Jin and
Charu C. Aggarwal},
editor = {Charu C. Aggarwal and
Haixun Wang},
title = {A Survey of Algorithms for Dense Subgraph Discovery},
booktitle = {Managing and Mining Graph Data},
series = {Advances in Database Systems},
volume = {40},
pages = {303--336},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6045-0\_10},
doi = {10.1007/978-1-4419-6045-0\_10},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/LeeRJA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/ads/2010-40,
editor = {Charu C. Aggarwal and
Haixun Wang},
title = {Managing and Mining Graph Data},
series = {Advances in Database Systems},
volume = {40},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6045-0},
doi = {10.1007/978-1-4419-6045-0},
isbn = {978-1-4419-6044-3},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/2010-40.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Aggarwal10,
author = {Charu C. Aggarwal},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Graph Clustering},
booktitle = {Encyclopedia of Machine Learning},
pages = {459--467},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_348},
doi = {10.1007/978-0-387-30164-8\_348},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/Aggarwal10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/ads/Aggarwal09,
author = {Charu C. Aggarwal},
title = {Managing and Mining Uncertain Data},
series = {Advances in Database Systems},
volume = {35},
publisher = {Kluwer},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-09690-2},
doi = {10.1007/978-0-387-09690-2},
isbn = {978-0-387-09689-6},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/Aggarwal09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WangZZKA09,
author = {Jianyong Wang and
Yuzhou Zhang and
Lizhu Zhou and
George Karypis and
Charu C. Aggarwal},
title = {{CONTOUR:} an efficient algorithm for discovering discriminating subsequences},
journal = {Data Min. Knowl. Discov.},
volume = {18},
number = {1},
pages = {1--29},
year = {2009},
url = {https://doi.org/10.1007/s10618-008-0100-7},
doi = {10.1007/S10618-008-0100-7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/WangZZKA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/Aggarwal09,
author = {Charu C. Aggarwal},
title = {On classification and segmentation of massive audio data streams},
journal = {Knowl. Inf. Syst.},
volume = {20},
number = {2},
pages = {137--156},
year = {2009},
url = {https://doi.org/10.1007/s10115-008-0174-y},
doi = {10.1007/S10115-008-0174-Y},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/Aggarwal09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/AggarwalXY09,
author = {Charu C. Aggarwal and
Yan Xie and
Philip S. Yu},
title = {GConnect: {A} Connectivity Index for Massive Disk-resident Graphs},
journal = {Proc. {VLDB} Endow.},
volume = {2},
number = {1},
pages = {862--873},
year = {2009},
url = {http://www.vldb.org/pvldb/vol2/vldb09-349.pdf},
doi = {10.14778/1687627.1687725},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/AggarwalXY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AggarwalY09,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {A Survey of Uncertain Data Algorithms and Applications},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {21},
number = {5},
pages = {609--623},
year = {2009},
url = {https://doi.org/10.1109/TKDE.2008.190},
doi = {10.1109/TKDE.2008.190},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/AggarwalY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Aggarwal09,
author = {Charu C. Aggarwal},
editor = {Yannis E. Ioannidis and
Dik Lun Lee and
Raymond T. Ng},
title = {A Framework for Clustering Massive-Domain Data Streams},
booktitle = {Proceedings of the 25th International Conference on Data Engineering,
{ICDE} 2009, March 29 2009 - April 2 2009, Shanghai, China},
pages = {102--113},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDE.2009.13},
doi = {10.1109/ICDE.2009.13},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Aggarwal09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ThomasBAY09,
author = {Dina Thomas and
Rajesh Bordawekar and
Charu C. Aggarwal and
Philip S. Yu},
editor = {Yannis E. Ioannidis and
Dik Lun Lee and
Raymond T. Ng},
title = {On Efficient Query Processing of Stream Counts on the Cell Processor},
booktitle = {Proceedings of the 25th International Conference on Data Engineering,
{ICDE} 2009, March 29 2009 - April 2 2009, Shanghai, China},
pages = {748--759},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDE.2009.35},
doi = {10.1109/ICDE.2009.35},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ThomasBAY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Aggarwal09a,
author = {Charu C. Aggarwal},
editor = {Yannis E. Ioannidis and
Dik Lun Lee and
Raymond T. Ng},
title = {On High Dimensional Projected Clustering of Uncertain Data Streams},
booktitle = {Proceedings of the 25th International Conference on Data Engineering,
{ICDE} 2009, March 29 2009 - April 2 2009, Shanghai, China},
pages = {1152--1154},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDE.2009.188},
doi = {10.1109/ICDE.2009.188},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Aggarwal09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AggarwalLWW09,
author = {Charu C. Aggarwal and
Yan Li and
Jianyong Wang and
Jing Wang},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {Frequent pattern mining with uncertain data},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {29--38},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557030},
doi = {10.1145/1557019.1557030},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AggarwalLWW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Aggarwal09,
author = {Charu C. Aggarwal},
title = {On Segment-Based Stream Modeling and Its Applications},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {721--732},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.62},
doi = {10.1137/1.9781611972795.62},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Aggarwal09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wecwis/AggarwalY09,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Birgit Hofreiter and
Hannes Werthner},
title = {Online Auctions: There Can Be Only One},
booktitle = {2009 {IEEE} Conference on Commerce and Enterprise Computing, {CEC}
2009, Vienna, Austria, July 20-23, 2009},
pages = {176--181},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CEC.2009.12},
doi = {10.1109/CEC.2009.12},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wecwis/AggarwalY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/Aggarwal09,
author = {Charu C. Aggarwal},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Classification in Streams},
booktitle = {Encyclopedia of Database Systems},
pages = {340--341},
publisher = {Springer {US}},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-39940-9\_52},
doi = {10.1007/978-0-387-39940-9\_52},
timestamp = {Sun, 02 Jun 2019 21:10:27 +0200},
biburl = {https://dblp.org/rec/reference/db/Aggarwal09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AggarwalY08,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {A framework for condensation-based anonymization of string data},
journal = {Data Min. Knowl. Discov.},
volume = {16},
number = {3},
pages = {251--275},
year = {2008},
url = {https://doi.org/10.1007/s10618-008-0088-z},
doi = {10.1007/S10618-008-0088-Z},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/AggarwalY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/AggarwalY08,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {On static and dynamic methods for condensation-based privacy-preserving
data mining},
journal = {{ACM} Trans. Database Syst.},
volume = {33},
number = {1},
pages = {2:1--2:39},
year = {2008},
url = {https://doi.org/10.1145/1331904.1331906},
doi = {10.1145/1331904.1331906},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tods/AggarwalY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AggarwalY08,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Gustavo Alonso and
Jos{\'{e}} A. Blakeley and
Arbee L. P. Chen},
title = {A Framework for Clustering Uncertain Data Streams},
booktitle = {Proceedings of the 24th International Conference on Data Engineering,
{ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
pages = {150--159},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDE.2008.4497423},
doi = {10.1109/ICDE.2008.4497423},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AggarwalY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Aggarwal08,
author = {Charu C. Aggarwal},
editor = {Gustavo Alonso and
Jos{\'{e}} A. Blakeley and
Arbee L. P. Chen},
title = {On Unifying Privacy and Uncertain Data Models},
booktitle = {Proceedings of the 24th International Conference on Data Engineering,
{ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
pages = {386--395},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDE.2008.4497447},
doi = {10.1109/ICDE.2008.4497447},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Aggarwal08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AggarwalY08a,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Gustavo Alonso and
Jos{\'{e}} A. Blakeley and
Arbee L. P. Chen},
title = {{LOCUST:} An Online Analytical Processing Framework for High Dimensional
Classification of Data Streams},
booktitle = {Proceedings of the 24th International Conference on Data Engineering,
{ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
pages = {426--435},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDE.2008.4497451},
doi = {10.1109/ICDE.2008.4497451},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AggarwalY08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AggarwalY08b,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Gustavo Alonso and
Jos{\'{e}} A. Blakeley and
Arbee L. P. Chen},
title = {On High Dimensional Indexing of Uncertain Data},
booktitle = {Proceedings of the 24th International Conference on Data Engineering,
{ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
pages = {1460--1461},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDE.2008.4497589},
doi = {10.1109/ICDE.2008.4497589},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AggarwalY08b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalY08,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {Outlier Detection with Uncertain Data},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {483--493},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.44},
doi = {10.1137/1.9781611972788.44},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalY08a,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {On Indexing High Demensional Data with Uncertainty},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {621--631},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.57},
doi = {10.1137/1.9781611972788.57},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalY08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dbsec/AggarwalY08,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Michael Gertz and
Sushil Jajodia},
title = {Privacy-Preserving Data Mining: {A} Survey},
booktitle = {Handbook of Database Security - Applications and Trends},
pages = {431--460},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-48533-1\_18},
doi = {10.1007/978-0-387-48533-1\_18},
timestamp = {Mon, 07 Dec 2020 17:16:27 +0100},
biburl = {https://dblp.org/rec/reference/dbsec/AggarwalY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/AggarwalY08,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Charu C. Aggarwal and
Philip S. Yu},
title = {An Introduction to Privacy-Preserving Data Mining},
booktitle = {Privacy-Preserving Data Mining - Models and Algorithms},
series = {Advances in Database Systems},
volume = {34},
pages = {1--9},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-70992-5\_1},
doi = {10.1007/978-0-387-70992-5\_1},
timestamp = {Tue, 16 May 2017 14:24:24 +0200},
biburl = {https://dblp.org/rec/series/ads/AggarwalY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/AggarwalY08a,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Charu C. Aggarwal and
Philip S. Yu},
title = {A General Survey of Privacy-Preserving Data Mining Models and Algorithms},
booktitle = {Privacy-Preserving Data Mining - Models and Algorithms},
series = {Advances in Database Systems},
volume = {34},
pages = {11--52},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-70992-5\_2},
doi = {10.1007/978-0-387-70992-5\_2},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/AggarwalY08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/AggarwalY08b,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Charu C. Aggarwal and
Philip S. Yu},
title = {A Survey of Randomization Methods for Privacy-Preserving Data Mining},
booktitle = {Privacy-Preserving Data Mining - Models and Algorithms},
series = {Advances in Database Systems},
volume = {34},
pages = {137--156},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-70992-5\_6},
doi = {10.1007/978-0-387-70992-5\_6},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/AggarwalY08b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/Aggarwal08,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal and
Philip S. Yu},
title = {Privacy and the Dimensionality Curse},
booktitle = {Privacy-Preserving Data Mining - Models and Algorithms},
series = {Advances in Database Systems},
volume = {34},
pages = {433--460},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-70992-5\_18},
doi = {10.1007/978-0-387-70992-5\_18},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/Aggarwal08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/ads/2008-34,
editor = {Charu C. Aggarwal and
Philip S. Yu},
title = {Privacy-Preserving Data Mining - Models and Algorithms},
series = {Advances in Database Systems},
volume = {34},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-70992-5},
doi = {10.1007/978-0-387-70992-5},
isbn = {978-0-387-70991-8},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/2008-34.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Aggarwal07,
author = {Charu C. Aggarwal},
title = {Toward Exploratory Test-Instance-Centered Diagnosis in High-Dimensional
Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {19},
number = {8},
pages = {1001--1015},
year = {2007},
url = {https://doi.org/10.1109/TKDE.2007.1034},
doi = {10.1109/TKDE.2007.1034},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/Aggarwal07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Aggarwal07,
author = {Charu C. Aggarwal},
editor = {Rada Chirkova and
Asuman Dogac and
M. Tamer {\"{O}}zsu and
Timos K. Sellis},
title = {On Randomization, Public Information and the Curse of Dimensionality},
booktitle = {Proceedings of the 23rd International Conference on Data Engineering,
{ICDE} 2007, The Marmara Hotel, Istanbul, Turkey, April 15-20, 2007},
pages = {136--145},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDE.2007.367859},
doi = {10.1109/ICDE.2007.367859},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Aggarwal07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Aggarwal07a,
author = {Charu C. Aggarwal},
editor = {Rada Chirkova and
Asuman Dogac and
M. Tamer {\"{O}}zsu and
Timos K. Sellis},
title = {On Density Based Transforms for Uncertain Data Mining},
booktitle = {Proceedings of the 23rd International Conference on Data Engineering,
{ICDE} 2007, The Marmara Hotel, Istanbul, Turkey, April 15-20, 2007},
pages = {866--875},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDE.2007.367932},
doi = {10.1109/ICDE.2007.367932},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Aggarwal07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AggarwalY07,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {On string classification in data streams},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {36--45},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281200},
doi = {10.1145/1281192.1281200},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AggarwalY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AggarwalTWFZ07,
author = {Charu C. Aggarwal and
Na Ta and
Jianyong Wang and
Jianhua Feng and
Mohammed Javeed Zaki},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Xproj: a framework for projected structural clustering of xml documents},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {46--55},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281201},
doi = {10.1145/1281192.1281201},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AggarwalTWFZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Aggarwal07,
author = {Charu C. Aggarwal},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {A framework for classification and segmentation of massive audio data
streams},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {1013--1017},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281302},
doi = {10.1145/1281192.1281302},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Aggarwal07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalY07,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {On Privacy-Preservation of Text and Sparse Binary Data with Sketches},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {57--67},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.6},
doi = {10.1137/1.9781611972771.6},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Aggarwal07,
author = {Charu C. Aggarwal},
title = {On Point Sampling Versus Space Sampling for Dimensionality Reduction},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {192--203},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.18},
doi = {10.1137/1.9781611972771.18},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Aggarwal07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalY07a,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {On Anonymization of String Data},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {419--424},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.38},
doi = {10.1137/1.9781611972771.38},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalY07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangZZKA07,
author = {Jianyong Wang and
Yuzhou Zhang and
Lizhu Zhou and
George Karypis and
Charu C. Aggarwal},
title = {Discriminating Subsequence Discovery for Sequence Clustering},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {605--610},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.69},
doi = {10.1137/1.9781611972771.69},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangZZKA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/WuYGHABFGGLW07,
author = {Kun{-}Lung Wu and
Philip S. Yu and
Bugra Gedik and
Kirsten Hildrum and
Charu C. Aggarwal and
Eric Bouillet and
Wei Fan and
David George and
Xiaohui Gu and
Gang Luo and
Haixun Wang},
editor = {Christoph Koch and
Johannes Gehrke and
Minos N. Garofalakis and
Divesh Srivastava and
Karl Aberer and
Anand Deshpande and
Daniela Florescu and
Chee Yong Chan and
Venkatesh Ganti and
Carl{-}Christian Kanne and
Wolfgang Klas and
Erich J. Neuhold},
title = {Challenges and Experience in Prototyping a Multi-Modal Stream Analytic
and Monitoring Application on System {S}},
booktitle = {Proceedings of the 33rd International Conference on Very Large Data
Bases, University of Vienna, Austria, September 23-27, 2007},
pages = {1185--1196},
publisher = {{ACM}},
year = {2007},
url = {http://www.vldb.org/conf/2007/papers/industrial/p1185-wu.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/WuYGHABFGGLW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/Aggarwal07,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal},
title = {An Introduction to Data Streams},
booktitle = {Data Streams - Models and Algorithms},
series = {Advances in Database Systems},
volume = {31},
pages = {1--8},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-0-387-47534-9\_1},
doi = {10.1007/978-0-387-47534-9\_1},
timestamp = {Sun, 02 Jun 2019 20:42:17 +0200},
biburl = {https://dblp.org/rec/series/ads/Aggarwal07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/AggarwalHWY07,
author = {Charu C. Aggarwal and
Jiawei Han and
Jianyong Wang and
Philip S. Yu},
editor = {Charu C. Aggarwal},
title = {On Clustering Massive Data Streams: {A} Summarization Paradigm},
booktitle = {Data Streams - Models and Algorithms},
series = {Advances in Database Systems},
volume = {31},
pages = {9--38},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-0-387-47534-9\_2},
doi = {10.1007/978-0-387-47534-9\_2},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/ads/AggarwalHWY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/Aggarwal07a,
author = {Charu C. Aggarwal},
editor = {Charu C. Aggarwal},
title = {A Survey of Change Diagnosis Algorithms in Evolving Data Streams},
booktitle = {Data Streams - Models and Algorithms},
series = {Advances in Database Systems},
volume = {31},
pages = {85--102},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-0-387-47534-9\_5},
doi = {10.1007/978-0-387-47534-9\_5},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/Aggarwal07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/AggarwalY07,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Charu C. Aggarwal},
title = {A Survey of Synopsis Construction in Data Streams},
booktitle = {Data Streams - Models and Algorithms},
series = {Advances in Database Systems},
volume = {31},
pages = {169--207},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-0-387-47534-9\_9},
doi = {10.1007/978-0-387-47534-9\_9},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/AggarwalY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/ads/2007-31,
editor = {Charu C. Aggarwal},
title = {Data Streams - Models and Algorithms},
series = {Advances in Database Systems},
volume = {31},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-0-387-47534-9},
doi = {10.1007/978-0-387-47534-9},
isbn = {978-0-387-28759-1},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/2007-31.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Aggarwal06,
author = {Charu C. Aggarwal},
title = {On the use of Human-Computer Interaction for Projected Nearest Neighbor
Search},
journal = {Data Min. Knowl. Discov.},
volume = {13},
number = {1},
pages = {89--117},
year = {2006},
url = {https://doi.org/10.1007/s10618-005-0030-6},
doi = {10.1007/S10618-005-0030-6},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/Aggarwal06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZakiA06,
author = {Mohammed Javeed Zaki and
Charu C. Aggarwal},
title = {XRules: An effective algorithm for structural classification of {XML}
data},
journal = {Mach. Learn.},
volume = {62},
number = {1-2},
pages = {137--170},
year = {2006},
url = {https://doi.org/10.1007/s10994-006-5832-2},
doi = {10.1007/S10994-006-5832-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZakiA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AggarwalHWY06,
author = {Charu C. Aggarwal and
Jiawei Han and
Jianyong Wang and
Philip S. Yu},
title = {A Framework for On-Demand Classification of Evolving Data Streams},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {18},
number = {5},
pages = {577--589},
year = {2006},
url = {https://doi.org/10.1109/TKDE.2006.69},
doi = {10.1109/TKDE.2006.69},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/AggarwalHWY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/Aggarwal06,
author = {Charu C. Aggarwal},
editor = {Yannis E. Ioannidis and
Marc H. Scholl and
Joachim W. Schmidt and
Florian Matthes and
Michael Hatzopoulos and
Klemens B{\"{o}}hm and
Alfons Kemper and
Torsten Grust and
Christian B{\"{o}}hm},
title = {On Futuristic Query Processing in Data Streams},
booktitle = {Advances in Database Technology - {EDBT} 2006, 10th International
Conference on Extending Database Technology, Munich, Germany, March
26-31, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3896},
pages = {41--58},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11687238\_6},
doi = {10.1007/11687238\_6},
timestamp = {Tue, 30 Jan 2024 13:00:56 +0100},
biburl = {https://dblp.org/rec/conf/edbt/Aggarwal06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AggarwalCH06,
author = {Charu C. Aggarwal and
Chen Chen and
Jiawei Han},
editor = {Ling Liu and
Andreas Reuter and
Kyu{-}Young Whang and
Jianjun Zhang},
title = {On the Inverse Classification Problem and its Applications},
booktitle = {Proceedings of the 22nd International Conference on Data Engineering,
{ICDE} 2006, 3-8 April 2006, Atlanta, GA, {USA}},
pages = {111},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDE.2006.109},
doi = {10.1109/ICDE.2006.109},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AggarwalCH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AggarwalPZ06,
author = {Charu C. Aggarwal and
Jian Pei and
Bo Zhang},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {On privacy preservation against adversarial data mining},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {510--516},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150460},
doi = {10.1145/1150402.1150460},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AggarwalPZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Aggarwal06,
author = {Charu C. Aggarwal},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {On Temporal Evolution in Data Streams},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2006, 10th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Berlin,
Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4213},
pages = {1},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871637\_1},
doi = {10.1007/11871637\_1},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Aggarwal06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Aggarwal06,
author = {Charu C. Aggarwal},
editor = {Joydeep Ghosh and
Diane Lambert and
David B. Skillicorn and
Jaideep Srivastava},
title = {Representation is Everything: Towards Efficient and Adaptable Similarity
Measures for Biological Data},
booktitle = {Proceedings of the Sixth {SIAM} International Conference on Data Mining,
April 20-22, 2006, Bethesda, MD, {USA}},
pages = {210--221},
publisher = {{SIAM}},
year = {2006},
url = {https://doi.org/10.1137/1.9781611972764.19},
doi = {10.1137/1.9781611972764.19},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Aggarwal06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Aggarwal06a,
author = {Charu C. Aggarwal},
editor = {Joydeep Ghosh and
Diane Lambert and
David B. Skillicorn and
Jaideep Srivastava},
title = {A Framework for Local Supervised Dimensionality Reduction of High
Dimensional Data},
booktitle = {Proceedings of the Sixth {SIAM} International Conference on Data Mining,
April 20-22, 2006, Bethesda, MD, {USA}},
pages = {360--371},
publisher = {{SIAM}},
year = {2006},
url = {https://doi.org/10.1137/1.9781611972764.32},
doi = {10.1137/1.9781611972764.32},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Aggarwal06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalY06,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Joydeep Ghosh and
Diane Lambert and
David B. Skillicorn and
Jaideep Srivastava},
title = {A Framework for Clustering Massive Text and Categorical Data Streams},
booktitle = {Proceedings of the Sixth {SIAM} International Conference on Data Mining,
April 20-22, 2006, Bethesda, MD, {USA}},
pages = {479--483},
publisher = {{SIAM}},
year = {2006},
url = {https://doi.org/10.1137/1.9781611972764.44},
doi = {10.1137/1.9781611972764.44},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/Aggarwal06,
author = {Charu C. Aggarwal},
editor = {Umeshwar Dayal and
Kyu{-}Young Whang and
David B. Lomet and
Gustavo Alonso and
Guy M. Lohman and
Martin L. Kersten and
Sang Kyun Cha and
Young{-}Kuk Kim},
title = {On Biased Reservoir Sampling in the Presence of Stream Evolution},
booktitle = {Proceedings of the 32nd International Conference on Very Large Data
Bases, Seoul, Korea, September 12-15, 2006},
pages = {607--618},
publisher = {{ACM}},
year = {2006},
url = {http://dl.acm.org/citation.cfm?id=1164180},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/Aggarwal06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AggarwalB05,
author = {Charu C. Aggarwal and
Paul S. Bradley},
title = {On the Use of Wavelet Decomposition for String Classification},
journal = {Data Min. Knowl. Discov.},
volume = {10},
number = {2},
pages = {117--139},
year = {2005},
url = {https://doi.org/10.1007/s10618-005-0306-x},
doi = {10.1007/S10618-005-0306-X},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/AggarwalB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AggarwalHWY05,
author = {Charu C. Aggarwal and
Jiawei Han and
Jianyong Wang and
Philip S. Yu},
title = {On High Dimensional Projected Clustering of Data Streams},
journal = {Data Min. Knowl. Discov.},
volume = {10},
number = {3},
pages = {251--273},
year = {2005},
url = {https://doi.org/10.1007/s10618-005-0645-7},
doi = {10.1007/S10618-005-0645-7},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/AggarwalHWY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Aggarwal05,
author = {Charu C. Aggarwal},
title = {On Change Diagnosis in Evolving Data Streams},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {17},
number = {5},
pages = {587--600},
year = {2005},
url = {https://doi.org/10.1109/TKDE.2005.78},
doi = {10.1109/TKDE.2005.78},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/Aggarwal05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/AggarwalY05,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {An effective and efficient algorithm for high-dimensional outlier
detection},
journal = {{VLDB} J.},
volume = {14},
number = {2},
pages = {211--221},
year = {2005},
url = {https://doi.org/10.1007/s00778-004-0125-5},
doi = {10.1007/S00778-004-0125-5},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/AggarwalY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/AggarwalODSY05,
author = {Charu C. Aggarwal and
David P. Olshefski and
Debanjan Saha and
Zon{-}Yin Shae and
Philip S. Yu},
title = {{CSR:} Speaker Recognition from Compressed VoIP Packet Stream},
booktitle = {Proceedings of the 2005 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2005, July 6-9, 2005, Amsterdam, The Netherlands},
pages = {970--973},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICME.2005.1521586},
doi = {10.1109/ICME.2005.1521586},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/AggarwalODSY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AggarwalY05,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Olfa Nasraoui and
Osmar R. Za{\"{\i}}ane and
Myra Spiliopoulou and
Bamshad Mobasher and
Brij M. Masand and
Philip S. Yu},
title = {On Clustering Techniques for Change Diagnosis in Data Streams},
booktitle = {Advances in Web Mining and Web Usage Analysis, 7th International Workshop
on Knowledge Discovery on the Web, WebKDD 2005, Chicago, IL, USA,
August 21, 2005. Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {4198},
pages = {139--157},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11891321\_8},
doi = {10.1007/11891321\_8},
timestamp = {Tue, 14 May 2019 10:00:55 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AggarwalY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Aggarwal05,
author = {Charu C. Aggarwal},
editor = {Robert Grossman and
Roberto J. Bayardo and
Kristin P. Bennett},
title = {Towards exploratory test instance specific algorithms for high dimensional
classification},
booktitle = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August
21-24, 2005},
pages = {526--531},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1081870.1081931},
doi = {10.1145/1081870.1081931},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Aggarwal05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalY05,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Hillol Kargupta and
Jaideep Srivastava and
Chandrika Kamath and
Arnold Goodman},
title = {Online Analysis of Community Evolution in Data Streams},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {56--67},
publisher = {{SIAM}},
year = {2005},
url = {https://doi.org/10.1137/1.9781611972757.6},
doi = {10.1137/1.9781611972757.6},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Aggarwal05,
author = {Charu C. Aggarwal},
editor = {Hillol Kargupta and
Jaideep Srivastava and
Chandrika Kamath and
Arnold Goodman},
title = {On Abnormality Detection in Spuriously Populated Data Streams},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {80--91},
publisher = {{SIAM}},
year = {2005},
url = {https://doi.org/10.1137/1.9781611972757.8},
doi = {10.1137/1.9781611972757.8},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Aggarwal05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalY05a,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Hillol Kargupta and
Jaideep Srivastava and
Chandrika Kamath and
Arnold Goodman},
title = {On Variable Constraints in Privacy Preserving Data Mining},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {115--125},
publisher = {{SIAM}},
year = {2005},
url = {https://doi.org/10.1137/1.9781611972757.11},
doi = {10.1137/1.9781611972757.11},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalY05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/Aggarwal05,
author = {Charu C. Aggarwal},
editor = {Klemens B{\"{o}}hm and
Christian S. Jensen and
Laura M. Haas and
Martin L. Kersten and
Per{-}{\AA}ke Larson and
Beng Chin Ooi},
title = {On k-Anonymity and the Curse of Dimensionality},
booktitle = {Proceedings of the 31st International Conference on Very Large Data
Bases, Trondheim, Norway, August 30 - September 2, 2005},
pages = {901--909},
publisher = {{ACM}},
year = {2005},
url = {http://www.vldb.org/archives/website/2005/program/paper/fri/p901-aggarwal.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/Aggarwal05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Aggarwal04,
author = {Charu C. Aggarwal},
title = {On Leveraging User Access Patterns for Topic Specific Crawling},
journal = {Data Min. Knowl. Discov.},
volume = {9},
number = {2},
pages = {123--145},
year = {2004},
url = {https://doi.org/10.1023/B:DAMI.0000031633.76754.d3},
doi = {10.1023/B:DAMI.0000031633.76754.D3},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/Aggarwal04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AggarwalGY04,
author = {Charu C. Aggarwal and
Stephen C. Gates and
Philip S. Yu},
title = {On Using Partial Supervision for Text Categorization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {16},
number = {2},
pages = {245--255},
year = {2004},
url = {https://doi.org/10.1109/TKDE.2004.1269601},
doi = {10.1109/TKDE.2004.1269601},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/AggarwalGY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Aggarwal04,
author = {Charu C. Aggarwal},
title = {A Human-Computer Interactive Method for Projected Clustering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {16},
number = {4},
pages = {448--460},
year = {2004},
url = {https://doi.org/10.1109/TKDE.2004.1269669},
doi = {10.1109/TKDE.2004.1269669},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/Aggarwal04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Aggarwal04a,
author = {Charu C. Aggarwal},
title = {An Efficient Subspace Sampling Framework for High-Dimensional Data
Reduction, Selectivity Estimation, and Nearest-Neighbor Search},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {16},
number = {10},
pages = {1247--1262},
year = {2004},
url = {https://doi.org/10.1109/TKDE.2004.49},
doi = {10.1109/TKDE.2004.49},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/Aggarwal04a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/AggarwalY04,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Elisa Bertino and
Stavros Christodoulakis and
Dimitris Plexousakis and
Vassilis Christophides and
Manolis Koubarakis and
Klemens B{\"{o}}hm and
Elena Ferrari},
title = {A Condensation Approach to Privacy Preserving Data Mining},
booktitle = {Advances in Database Technology - {EDBT} 2004, 9th International Conference
on Extending Database Technology, Heraklion, Crete, Greece, March
14-18, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2992},
pages = {183--199},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24741-8\_12},
doi = {10.1007/978-3-540-24741-8\_12},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/edbt/AggarwalY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AggarwalHWY04,
author = {Charu C. Aggarwal and
Jiawei Han and
Jianyong Wang and
Philip S. Yu},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {On demand classification of data streams},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {503--508},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014110},
doi = {10.1145/1014052.1014110},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AggarwalHWY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/AggarwalHWY04,
author = {Charu C. Aggarwal and
Jiawei Han and
Jianyong Wang and
Philip S. Yu},
editor = {Mario A. Nascimento and
M. Tamer {\"{O}}zsu and
Donald Kossmann and
Ren{\'{e}}e J. Miller and
Jos{\'{e}} A. Blakeley and
K. Bernhard Schiefer},
title = {A Framework for Projected Clustering of High Dimensional Data Streams},
booktitle = {(e)Proceedings of the Thirtieth International Conference on Very Large
Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3
2004},
pages = {852--863},
publisher = {Morgan Kaufmann},
year = {2004},
url = {http://www.vldb.org/conf/2004/RS21P7.PDF},
doi = {10.1016/B978-012088469-8.50075-9},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/AggarwalHWY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ParthasarathyA03,
author = {Srinivasan Parthasarathy and
Charu C. Aggarwal},
title = {On the Use of Conceptual Reconstruction for Mining Massively Incomplete
Data Sets},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {15},
number = {6},
pages = {1512--1521},
year = {2003},
url = {https://doi.org/10.1109/TKDE.2003.1245289},
doi = {10.1109/TKDE.2003.1245289},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ParthasarathyA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/LiACCGIJLNSTWWY03,
author = {Chung{-}Sheng Li and
Charu C. Aggarwal and
Murray Campbell and
Yuan{-}Chi Chang and
Gregory Glass and
Vijay S. Iyengar and
Mahesh Joshi and
Ching{-}Yung Lin and
Milind R. Naphade and
John R. Smith and
Belle L. Tseng and
Min Wang and
Kun{-}Lung Wu and
Philip S. Yu},
title = {Epi-SPIRE: a system for environmental and public health activity monitoring},
booktitle = {Proceedings of the 2003 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2003, 6-9 July 2003, Baltimore, MD, {USA}},
pages = {713--716},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICME.2003.1221017},
doi = {10.1109/ICME.2003.1221017},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/LiACCGIJLNSTWWY03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Aggarwal03,
author = {Charu C. Aggarwal},
editor = {Lise Getoor and
Ted E. Senator and
Pedro M. Domingos and
Christos Faloutsos},
title = {Towards systematic design of distance functions for data mining applications},
booktitle = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
- 27, 2003},
pages = {9--18},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/956750.956756},
doi = {10.1145/956750.956756},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Aggarwal03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZakiA03,
author = {Mohammed Javeed Zaki and
Charu C. Aggarwal},
editor = {Lise Getoor and
Ted E. Senator and
Pedro M. Domingos and
Christos Faloutsos},
title = {XRules: an effective structural classifier for {XML} data},
booktitle = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
- 27, 2003},
pages = {316--325},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/956750.956787},
doi = {10.1145/956750.956787},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZakiA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/AggarwalA03,
author = {Charu C. Aggarwal and
Dakshi Agrawal},
editor = {Frank Neven and
Catriel Beeri and
Tova Milo},
title = {On nearest neighbor indexing of nonlinear trajectories},
booktitle = {Proceedings of the Twenty-Second {ACM} {SIGACT-SIGMOD-SIGART} Symposium
on Principles of Database Systems, June 9-12, 2003, San Diego, CA,
{USA}},
pages = {252--259},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/773153.773178},
doi = {10.1145/773153.773178},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pods/AggarwalA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Aggarwal03,
author = {Charu C. Aggarwal},
editor = {Alon Y. Halevy and
Zachary G. Ives and
AnHai Doan},
title = {A Framework for Change Diagnosis of Data Streams},
booktitle = {Proceedings of the 2003 {ACM} {SIGMOD} International Conference on
Management of Data, San Diego, California, USA, June 9-12, 2003},
pages = {575--586},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/872757.872826},
doi = {10.1145/872757.872826},
timestamp = {Thu, 11 Mar 2021 15:20:15 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/Aggarwal03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/AggarwalHWY03,
author = {Charu C. Aggarwal and
Jiawei Han and
Jianyong Wang and
Philip S. Yu},
editor = {Johann Christoph Freytag and
Peter C. Lockemann and
Serge Abiteboul and
Michael J. Carey and
Patricia G. Selinger and
Andreas Heuer},
title = {A Framework for Clustering Evolving Data Streams},
booktitle = {Proceedings of 29th International Conference on Very Large Data Bases,
{VLDB} 2003, Berlin, Germany, September 9-12, 2003},
pages = {81--92},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://www.vldb.org/conf/2003/papers/S04P02.pdf},
doi = {10.1016/B978-012722442-8/50016-1},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/AggarwalHWY03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dmkd/2003,
editor = {Mohammed Javeed Zaki and
Charu C. Aggarwal},
title = {Proceedings of the 8th {ACM} {SIGMOD} workshop on Research issues
in data mining and knowledge discovery, {DMKD} 2003, San Diego, California,
USA, June 13, 2003},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/882082},
doi = {10.1145/882082},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dmkd/2003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/AggarwalWY02,
author = {Charu C. Aggarwal and
Joel L. Wolf and
Philip S. Yu},
title = {Adaptive Piggybacking Schemes for Video-On-Demand Systems},
journal = {Multim. Tools Appl.},
volume = {16},
number = {3},
pages = {231--250},
year = {2002},
url = {https://doi.org/10.1023/A:1013908104566},
doi = {10.1023/A:1013908104566},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/AggarwalWY02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/networks/AggarwalO02,
author = {Charu C. Aggarwal and
James B. Orlin},
title = {On multiroute maximum flows in networks},
journal = {Networks},
volume = {39},
number = {1},
pages = {43--52},
year = {2002},
url = {https://doi.org/10.1002/net.10008},
doi = {10.1002/NET.10008},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/networks/AggarwalO02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/Aggarwal02,
author = {Charu C. Aggarwal},
title = {Towards Effective and Interpretable Data Mining by Visual Interaction},
journal = {{SIGKDD} Explor.},
volume = {3},
number = {2},
pages = {11--22},
year = {2002},
url = {https://doi.org/10.1145/507515.507518},
doi = {10.1145/507515.507518},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/Aggarwal02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AggarwalPY02,
author = {Charu C. Aggarwal and
Cecilia Magdalena Procopiuc and
Philip S. Yu},
title = {Finding Localized Associations in Market Basket Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {14},
number = {1},
pages = {51--62},
year = {2002},
url = {https://doi.org/10.1109/69.979972},
doi = {10.1109/69.979972},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/AggarwalPY02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AggarwalY02,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {Redefining Clustering for High-Dimensional Applications},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {14},
number = {2},
pages = {210--225},
year = {2002},
url = {https://doi.org/10.1109/69.991713},
doi = {10.1109/69.991713},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/AggarwalY02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AggarwalSY02,
author = {Charu C. Aggarwal and
Zheng Sun and
Philip S. Yu},
title = {Fast Algorithms for Online Generation of Profile Association Rules},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {14},
number = {5},
pages = {1017--1028},
year = {2002},
url = {https://doi.org/10.1109/TKDE.2002.1033771},
doi = {10.1109/TKDE.2002.1033771},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/AggarwalSY02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Aggarwal02,
author = {Charu C. Aggarwal},
editor = {Rakesh Agrawal and
Klaus R. Dittrich},
title = {An Intuitive Framework for Understanding Changes in Evolving Data
Streams},
booktitle = {Proceedings of the 18th International Conference on Data Engineering,
San Jose, CA, USA, February 26 - March 1, 2002},
pages = {261},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDE.2002.994715},
doi = {10.1109/ICDE.2002.994715},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Aggarwal02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Aggarwal02a,
author = {Charu C. Aggarwal},
editor = {Rakesh Agrawal and
Klaus R. Dittrich},
title = {Towards Meaningful High-Dimensional Nearest Neighbor Search by Human-Computer
Interaction},
booktitle = {Proceedings of the 18th International Conference on Data Engineering,
San Jose, CA, USA, February 26 - March 1, 2002},
pages = {593--604},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDE.2002.994777},
doi = {10.1109/ICDE.2002.994777},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Aggarwal02a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Aggarwal02,
author = {Charu C. Aggarwal},
title = {On effective classification of strings with wavelets},
booktitle = {Proceedings of the Eighth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton,
Alberta, Canada},
pages = {163--172},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/775047.775071},
doi = {10.1145/775047.775071},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Aggarwal02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Aggarwal02a,
author = {Charu C. Aggarwal},
title = {Collaborative crawling: mining user experiences for topical resource
discovery},
booktitle = {Proceedings of the Eighth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton,
Alberta, Canada},
pages = {423--428},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/775047.775108},
doi = {10.1145/775047.775108},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Aggarwal02a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Aggarwal02,
author = {Charu C. Aggarwal},
editor = {Michael J. Franklin and
Bongki Moon and
Anastassia Ailamaki},
title = {Hierarchical subspace sampling: a unified framework for high dimensional
data reduction, selectivity estimation and nearest neighbor search},
booktitle = {Proceedings of the 2002 {ACM} {SIGMOD} International Conference on
Management of Data, Madison, Wisconsin, USA, June 3-6, 2002},
pages = {452--463},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/564691.564743},
doi = {10.1145/564691.564743},
timestamp = {Thu, 11 Mar 2021 15:20:15 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/Aggarwal02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/AggarwalY02,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {An Automated System for Web Portal Personalization},
booktitle = {Proceedings of 28th International Conference on Very Large Data Bases,
{VLDB} 2002, Hong Kong, August 20-23, 2002},
pages = {1031--1040},
publisher = {Morgan Kaufmann},
year = {2002},
url = {http://www.vldb.org/conf/2002/S32P03.pdf},
doi = {10.1016/B978-155860869-6/50103-7},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/AggarwalY02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/AgarwalAP01,
author = {Ramesh C. Agarwal and
Charu C. Aggarwal and
V. V. V. Prasad},
title = {A Tree Projection Algorithm for Generation of Frequent Item Sets},
journal = {J. Parallel Distributed Comput.},
volume = {61},
number = {3},
pages = {350--371},
year = {2001},
url = {https://doi.org/10.1006/jpdc.2000.1693},
doi = {10.1006/JPDC.2000.1693},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jpdc/AgarwalAP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/Aggarwal01,
author = {Charu C. Aggarwal},
title = {Towards Long Pattern Generation in Dense Databases},
journal = {{SIGKDD} Explor.},
volume = {3},
number = {1},
pages = {20--26},
year = {2001},
url = {https://doi.org/10.1145/507533.507537},
doi = {10.1145/507533.507537},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/Aggarwal01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/Aggarwal01,
author = {Charu C. Aggarwal},
title = {Re-designing Distance Functions and Distance-Based Applications for
High Dimensional Data},
journal = {{SIGMOD} Rec.},
volume = {30},
number = {1},
pages = {13--18},
year = {2001},
url = {https://doi.org/10.1145/373626.373638},
doi = {10.1145/373626.373638},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/Aggarwal01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/AggarwalWY01,
author = {Charu C. Aggarwal and
Joel L. Wolf and
Philip S. Yu},
title = {The Maximum Factor Queue Length Batching Scheme for Video-on-Demand
Systems},
journal = {{IEEE} Trans. Computers},
volume = {50},
number = {2},
pages = {97--110},
year = {2001},
url = {https://doi.org/10.1109/12.908987},
doi = {10.1109/12.908987},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/AggarwalWY01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AggarwalY01,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {A New Approach to Online Generation of Association Rules},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {13},
number = {4},
pages = {527--540},
year = {2001},
url = {https://doi.org/10.1109/69.940730},
doi = {10.1109/69.940730},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/AggarwalY01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AggarwalY01a,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {Mining Associations with the Collective Strength Approach},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {13},
number = {6},
pages = {863--873},
year = {2001},
url = {https://doi.org/10.1109/69.971183},
doi = {10.1109/69.971183},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/AggarwalY01a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/AggarwalAY01,
author = {Charu C. Aggarwal and
Fatima Al{-}Garawi and
Philip S. Yu},
title = {On the design of a learning crawler for topical resource discovery},
journal = {{ACM} Trans. Inf. Syst.},
volume = {19},
number = {3},
pages = {286--309},
year = {2001},
url = {https://doi.org/10.1145/502115.502119},
doi = {10.1145/502115.502119},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/AggarwalAY01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KimAY01,
author = {Sang{-}Wook Kim and
Charu C. Aggarwal and
Philip S. Yu},
title = {Effective Nearest Neighbor Indexing with the Euclidean Metric},
booktitle = {Proceedings of the 2001 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Atlanta, Georgia, USA, November 5-10, 2001},
pages = {9--16},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/502585.502588},
doi = {10.1145/502585.502588},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/KimAY01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AggarwalY01,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Nick Cercone and
Tsau Young Lin and
Xindong Wu},
title = {On Effective Conceptual Indexing and Similarity Search in Text Data},
booktitle = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
29 November - 2 December 2001, San Jose, California, {USA}},
pages = {3--10},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/ICDM.2001.989494},
doi = {10.1109/ICDM.2001.989494},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AggarwalY01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdt/AggarwalHK01,
author = {Charu C. Aggarwal and
Alexander Hinneburg and
Daniel A. Keim},
editor = {Jan Van den Bussche and
Victor Vianu},
title = {On the Surprising Behavior of Distance Metrics in High Dimensional
Spaces},
booktitle = {Database Theory - {ICDT} 2001, 8th International Conference, London,
UK, January 4-6, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1973},
pages = {420--434},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44503-X\_27},
doi = {10.1007/3-540-44503-X\_27},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/icdt/AggarwalHK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Aggarwal01,
author = {Charu C. Aggarwal},
editor = {Doheon Lee and
Mario Schkolnick and
Foster J. Provost and
Ramakrishnan Srikant},
title = {A human-computer cooperative system for effective high dimensional
clustering},
booktitle = {Proceedings of the seventh {ACM} {SIGKDD} international conference
on Knowledge discovery and data mining, San Francisco, CA, USA, August
26-29, 2001},
pages = {221--226},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/502512.502542},
doi = {10.1145/502512.502542},
timestamp = {Tue, 01 Jun 2021 15:21:34 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Aggarwal01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AggarwalP01,
author = {Charu C. Aggarwal and
Srinivasan Parthasarathy},
editor = {Doheon Lee and
Mario Schkolnick and
Foster J. Provost and
Ramakrishnan Srikant},
title = {Mining massively incomplete data sets by conceptual reconstruction},
booktitle = {Proceedings of the seventh {ACM} {SIGKDD} international conference
on Knowledge discovery and data mining, San Francisco, CA, USA, August
26-29, 2001},
pages = {227--232},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/502512.502543},
doi = {10.1145/502512.502543},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AggarwalP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/Aggarwal01,
author = {Charu C. Aggarwal},
editor = {Peter Buneman},
title = {On the Effects of Dimensionality Reduction on High Dimensional Similarity
Search},
booktitle = {Proceedings of the Twentieth {ACM} {SIGACT-SIGMOD-SIGART} Symposium
on Principles of Database Systems, May 21-23, 2001, Santa Barbara,
California, {USA}},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/375551.383213},
doi = {10.1145/375551.383213},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pods/Aggarwal01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/AgrawalA01,
author = {Dakshi Agrawal and
Charu C. Aggarwal},
editor = {Peter Buneman},
title = {On the Design and Quantification of Privacy Preserving Data Mining
Algorithms},
booktitle = {Proceedings of the Twentieth {ACM} {SIGACT-SIGMOD-SIGART} Symposium
on Principles of Database Systems, May 21-23, 2001, Santa Barbara,
California, {USA}},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/375551.375602},
doi = {10.1145/375551.375602},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pods/AgrawalA01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/AggarwalY01,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Sharad Mehrotra and
Timos K. Sellis},
title = {Outlier Detection for High Dimensional Data},
booktitle = {Proceedings of the 2001 {ACM} {SIGMOD} international conference on
Management of data, Santa Barbara, CA, USA, May 21-24, 2001},
pages = {37--46},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/375663.375668},
doi = {10.1145/375663.375668},
timestamp = {Fri, 12 Mar 2021 14:14:34 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/AggarwalY01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wecwis/WuAY01,
author = {Kun{-}Lung Wu and
Charu C. Aggarwal and
Philip S. Yu},
title = {Personalization with Dynamic Profiler},
booktitle = {Third International Workshop on Advanced Issues of E-Commerce and
Web-Based Information Systems {(WECWIS} '01), San Jose, California,
USA, June 21-22, 2001},
pages = {12--20},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/WECWIS.2001.933901},
doi = {10.1109/WECWIS.2001.933901},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wecwis/WuAY01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/AggarwalAY01,
author = {Charu C. Aggarwal and
Fatima Al{-}Garawi and
Philip S. Yu},
editor = {Vincent Y. Shen and
Nobuo Saito and
Michael R. Lyu and
Mary Ellen Zurko},
title = {Intelligent crawling on the World Wide Web with arbitrary predicates},
booktitle = {Proceedings of the Tenth International World Wide Web Conference,
{WWW} 10, Hong Kong, China, May 1-5, 2001},
pages = {96--105},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/371920.371955},
doi = {10.1145/371920.371955},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/AggarwalAY01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/AggarwalY00,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {Data Mining Techniques for Personalization},
journal = {{IEEE} Data Eng. Bull.},
volume = {23},
number = {1},
pages = {4--9},
year = {2000},
url = {http://sites.computer.org/debull/A00mar/A00MAR-CD.pdf},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/debu/AggarwalY00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/RossAKSSY00,
author = {Kenneth A. Ross and
Charu C. Aggarwal and
Alfons Kemper and
Sunita Sarawagi and
S. Sudarshan and
Mihalis Yannakakis},
title = {Reminiscences on Influential Papers},
journal = {{SIGMOD} Rec.},
volume = {29},
number = {3},
pages = {52--54},
year = {2000},
timestamp = {Thu, 24 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/RossAKSSY00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcsw/AggarwalWWY00,
author = {Charu C. Aggarwal and
Joel L. Wolf and
Kun{-}Lung Wu and
Philip S. Yu},
editor = {Ten{-}Hwang Lai},
title = {The Intelligent Recommendation Analyzer},
booktitle = {Proceedings of the 2000 {ICDCS} Workshops, April 10, 2000, Taipei,
Taiwan, {ROC}},
pages = {F67--F72},
year = {2000},
timestamp = {Mon, 22 Mar 2004 09:40:43 +0100},
biburl = {https://dblp.org/rec/conf/icdcsw/AggarwalWWY00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AgarwalAP00,
author = {Ramesh C. Agarwal and
Charu C. Aggarwal and
V. V. V. Prasad},
editor = {Raghu Ramakrishnan and
Salvatore J. Stolfo and
Roberto J. Bayardo and
Ismail Parsa},
title = {Depth first generation of long patterns},
booktitle = {Proceedings of the sixth {ACM} {SIGKDD} international conference on
Knowledge discovery and data mining, Boston, MA, USA, August 20-23,
2000},
pages = {108--118},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/347090.347114},
doi = {10.1145/347090.347114},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AgarwalAP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AggarwalY00,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Raghu Ramakrishnan and
Salvatore J. Stolfo and
Roberto J. Bayardo and
Ismail Parsa},
title = {The IGrid index: reversing the dimensionality curse for similarity
indexing in high dimensional space},
booktitle = {Proceedings of the sixth {ACM} {SIGKDD} international conference on
Knowledge discovery and data mining, Boston, MA, USA, August 20-23,
2000},
pages = {119--129},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/347090.347116},
doi = {10.1145/347090.347116},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AggarwalY00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/AggarwalY00,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Weidong Chen and
Jeffrey F. Naughton and
Philip A. Bernstein},
title = {Finding Generalized Projected Clusters In High Dimensional Spaces},
booktitle = {Proceedings of the 2000 {ACM} {SIGMOD} International Conference on
Management of Data, May 16-18, 2000, Dallas, Texas, {USA}},
pages = {70--81},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/342009.335383},
doi = {10.1145/342009.335383},
timestamp = {Fri, 12 Mar 2021 14:14:34 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/AggarwalY00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/HinneburgAK00,
author = {Alexander Hinneburg and
Charu C. Aggarwal and
Daniel A. Keim},
editor = {Amr El Abbadi and
Michael L. Brodie and
Sharma Chakravarthy and
Umeshwar Dayal and
Nabil Kamel and
Gunter Schlageter and
Kyu{-}Young Whang},
title = {What Is the Nearest Neighbor in High Dimensional Spaces?},
booktitle = {{VLDB} 2000, Proceedings of 26th International Conference on Very
Large Data Bases, September 10-14, 2000, Cairo, Egypt},
pages = {506--515},
publisher = {Morgan Kaufmann},
year = {2000},
url = {http://www.vldb.org/conf/2000/P506.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/HinneburgAK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/AggarwalWYE99,
author = {Charu C. Aggarwal and
Joel L. Wolf and
Philip S. Yu and
Marina A. Epelman},
title = {Using Unbalanced Trees for Indexing Multidimensional Objects},
journal = {Knowl. Inf. Syst.},
volume = {1},
number = {3},
pages = {157--192},
year = {1999},
url = {https://doi.org/10.1007/BF03325102},
doi = {10.1007/BF03325102},
timestamp = {Sat, 10 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/AggarwalWYE99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mms/AggarwalWY99,
author = {Charu C. Aggarwal and
Joel L. Wolf and
Philip S. Yu},
title = {Design and Analysis of Permutation-Based Pyramid Broadcasting},
journal = {Multim. Syst.},
volume = {7},
number = {6},
pages = {439--448},
year = {1999},
url = {https://doi.org/10.1007/s005300050144},
doi = {10.1007/S005300050144},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mms/AggarwalWY99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AggarwalWY99,
author = {Charu C. Aggarwal and
Joel L. Wolf and
Philip S. Yu},
title = {Caching on the World Wide Web},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {11},
number = {1},
pages = {95--107},
year = {1999},
url = {https://doi.org/10.1109/69.755618},
doi = {10.1109/69.755618},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/AggarwalWY99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AggarwalWWY99,
author = {Charu C. Aggarwal and
Joel L. Wolf and
Kun{-}Lung Wu and
Philip S. Yu},
editor = {Usama M. Fayyad and
Surajit Chaudhuri and
David Madigan},
title = {Horting Hatches an Egg: {A} New Graph-Theoretic Approach to Collaborative
Filtering},
booktitle = {Proceedings of the Fifth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 15-18,
1999},
pages = {201--212},
publisher = {{ACM}},
year = {1999},
url = {https://doi.org/10.1145/312129.312230},
doi = {10.1145/312129.312230},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AggarwalWWY99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AggarwalGY99,
author = {Charu C. Aggarwal and
Stephen C. Gates and
Philip S. Yu},
editor = {Usama M. Fayyad and
Surajit Chaudhuri and
David Madigan},
title = {On the Merits of Building Categorization Systems by Supervised Clustering},
booktitle = {Proceedings of the Fifth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 15-18,
1999},
pages = {352--356},
publisher = {{ACM}},
year = {1999},
url = {https://doi.org/10.1145/312129.312279},
doi = {10.1145/312129.312279},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AggarwalGY99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mis/AggarwalSWYS99,
author = {Charu C. Aggarwal and
Mark S. Squillante and
Joel L. Wolf and
Philip S. Yu and
Jay Sethuraman},
editor = {Leana Golubchik and
Vassilis J. Tsotras},
title = {Optimizing Profits in the Broadcast Delivery of Multimedia Products},
booktitle = {{MIS} '99, 5th Workshop on Multimedia Information Systems, 21-23 October
1999, Indian Wells, California, Proceedings},
pages = {88--95},
year = {1999},
timestamp = {Mon, 11 Oct 2004 09:16:08 +0200},
biburl = {https://dblp.org/rec/conf/mis/AggarwalSWYS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/AggarwalY99,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Ning Zhong and
Lizhu Zhou},
title = {Data Mining Techniques for Associations, Clustering and Classification},
booktitle = {Methodologies for Knowledge Discovery and Data Mining, Third Pacific-Asia
Conference, PAKDD-99, Beijing, China, April 26-28, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1574},
pages = {13--23},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48912-6\_4},
doi = {10.1007/3-540-48912-6\_4},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/AggarwalY99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/AggarwalY99,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Ning Zhong and
Andrzej Skowron and
Setsuo Ohsuga},
title = {On Text Mining Techniques for Personalization},
booktitle = {New Directions in Rough Sets, Data Mining, and Granular-Soft Computing,
7th International Workshop, RSFDGrC '99, Yamaguchi, Japan, November
9-11, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1711},
pages = {12--18},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/978-3-540-48061-7\_3},
doi = {10.1007/978-3-540-48061-7\_3},
timestamp = {Sat, 19 Oct 2019 20:16:55 +0200},
biburl = {https://dblp.org/rec/conf/rsfdgrc/AggarwalY99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/AggarwalPWYP99,
author = {Charu C. Aggarwal and
Cecilia Magdalena Procopiuc and
Joel L. Wolf and
Philip S. Yu and
Jong Soo Park},
editor = {Alex Delis and
Christos Faloutsos and
Shahram Ghandeharizadeh},
title = {Fast Algorithms for Projected Clustering},
booktitle = {{SIGMOD} 1999, Proceedings {ACM} {SIGMOD} International Conference
on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania,
{USA}},
pages = {61--72},
publisher = {{ACM} Press},
year = {1999},
url = {https://doi.org/10.1145/304182.304188},
doi = {10.1145/304182.304188},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/AggarwalPWYP99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/AggarwalWY99,
author = {Charu C. Aggarwal and
Joel L. Wolf and
Philip S. Yu},
editor = {Alex Delis and
Christos Faloutsos and
Shahram Ghandeharizadeh},
title = {A New Method for Similarity Indexing of Market Basket Data},
booktitle = {{SIGMOD} 1999, Proceedings {ACM} {SIGMOD} International Conference
on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania,
{USA}},
pages = {407--418},
publisher = {{ACM} Press},
year = {1999},
url = {https://doi.org/10.1145/304182.304218},
doi = {10.1145/304182.304218},
timestamp = {Fri, 12 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/AggarwalWY99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/AggarwalY98,
author = {Charu C. Aggarwal and
Philip S. Yu},
title = {Mining Large Itemsets for Association Rules},
journal = {{IEEE} Data Eng. Bull.},
volume = {21},
number = {1},
pages = {23--31},
year = {1998},
url = {http://sites.computer.org/debull/98mar/psyu.ps},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/AggarwalY98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/AggarwalWY98,
author = {Charu C. Aggarwal and
Joel L. Wolf and
Philip S. Yu},
title = {Optimization issues in multimedia systems},
journal = {Int. J. Intell. Syst.},
volume = {13},
number = {12},
pages = {1113--1135},
year = {1998},
url = {https://doi.org/10.1002/(SICI)1098-111X(199812)13:12\&\#60;1113::AID-INT3\&\#62;3.0.CO;2-O},
doi = {10.1002/(SICI)1098-111X(199812)13:12\&\#60;1113::AID-INT3\&\#62;3.0.CO;2-O},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/AggarwalWY98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/AggarwalAHO98,
author = {Charu C. Aggarwal and
Ravindra K. Ahuja and
Jianxiu Hao and
James B. Orlin},
title = {Diagnosing infeasibilities in network flow problems},
journal = {Math. Program.},
volume = {81},
pages = {263--280},
year = {1998},
url = {https://doi.org/10.1007/BF01580084},
doi = {10.1007/BF01580084},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/AggarwalAHO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AggarwalSY98,
author = {Charu C. Aggarwal and
Zheng Sun and
Philip S. Yu},
editor = {Georges Gardarin and
James C. French and
Niki Pissinou and
Kia Makki and
Luc Bouganim},
title = {Online Algorithms for Finding Profile Association Rules},
booktitle = {Proceedings of the 1998 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Bethesda, Maryland, USA, November 3-7, 1998},
pages = {86--95},
publisher = {{ACM}},
year = {1998},
url = {https://doi.org/10.1145/288627.288644},
doi = {10.1145/288627.288644},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/AggarwalSY98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AggarwalY98,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Susan Darling Urban and
Elisa Bertino},
title = {Online Generation of Association Rules},
booktitle = {Proceedings of the Fourteenth International Conference on Data Engineering,
Orlando, Florida, USA, February 23-27, 1998},
pages = {402--411},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ICDE.1998.655803},
doi = {10.1109/ICDE.1998.655803},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AggarwalY98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip/AggarwalWY98,
author = {Charu C. Aggarwal and
Joel L. Wolf and
Philip S. Yu},
editor = {Winfried Lamersdorf and
Michael Merz},
title = {A Framework for the Optimizing of {WWW} Advertising},
booktitle = {Trends in Distributed Systems for Electronic Commerce, International
{IFIP/GI} Working Conference, TREC'98, Hamburg, Germany, June 3-5,
1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1402},
pages = {1--10},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0053397},
doi = {10.1007/BFB0053397},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/ifip/AggarwalWY98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AggarwalSY98,
author = {Charu C. Aggarwal and
Zheng Sun and
Philip S. Yu},
editor = {Rakesh Agrawal and
Paul E. Stolorz and
Gregory Piatetsky{-}Shapiro},
title = {Online Generation of Profile Association Rules},
booktitle = {Proceedings of the Fourth International Conference on Knowledge Discovery
and Data Mining (KDD-98), New York City, New York, USA, August 27-31,
1998},
pages = {129--133},
publisher = {{AAAI} Press},
year = {1998},
url = {http://www.aaai.org/Library/KDD/1998/kdd98-019.php},
timestamp = {Tue, 07 Nov 2017 16:24:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AggarwalSY98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/AggarwalY98,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Alberto O. Mendelzon and
Jan Paredaens},
title = {A New Framework For Itemset Generation},
booktitle = {Proceedings of the Seventeenth {ACM} {SIGACT-SIGMOD-SIGART} Symposium
on Principles of Database Systems, June 1-3, 1998, Seattle, Washington,
{USA}},
pages = {18--24},
publisher = {{ACM} Press},
year = {1998},
url = {https://doi.org/10.1145/275487.275490},
doi = {10.1145/275487.275490},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pods/AggarwalY98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ior/AggarwalOT97,
author = {Charu C. Aggarwal and
James B. Orlin and
Ray P. Tai},
title = {Optimized Crossover for the Independent Set Problem},
journal = {Oper. Res.},
volume = {45},
number = {2},
pages = {226--234},
year = {1997},
url = {https://doi.org/10.1287/opre.45.2.226},
doi = {10.1287/OPRE.45.2.226},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ior/AggarwalOT97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AggarwalY97,
author = {Charu C. Aggarwal and
Philip S. Yu},
editor = {Forouzan Golshani and
Kia Makki},
title = {On Disk Caching of Web Objects in Proxy Servers},
booktitle = {Proceedings of the Sixth International Conference on Information and
Knowledge Management (CIKM'97), Las Vegas, Nevada, USA, November 10-14,
1997},
pages = {238--245},
publisher = {{ACM}},
year = {1997},
url = {https://doi.org/10.1145/266714.266904},
doi = {10.1145/266714.266904},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/AggarwalY97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssd/AggarwalWYE97,
author = {Charu C. Aggarwal and
Joel L. Wolf and
Philip S. Yu and
Marina A. Epelman},
editor = {Michel Scholl and
Agn{\`{e}}s Voisard},
title = {The S-Tree: An Efficient Index for Multidimensional Objects},
booktitle = {Advances in Spatial Databases, 5th International Symposium, SSD'97,
Berlin, Germany, July 15-18, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1262},
pages = {350--373},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-63238-7\_39},
doi = {10.1007/3-540-63238-7\_39},
timestamp = {Fri, 06 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssd/AggarwalWYE97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/AggarwalWY96,
author = {Charu C. Aggarwal and
Joel L. Wolf and
Philip S. Yu},
title = {A Permutation-Based Pyramid Broadcasting Scheme for Video-on-Demand
Systems},
booktitle = {Proceedings of the {IEEE} International Conference on Multimedia Computing
and Systems, {ICMCS} 1996, Hiroshima, Japan, June 17-23, 1996},
pages = {118--126},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.org/10.1109/MMCS.1996.534963},
doi = {10.1109/MMCS.1996.534963},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/AggarwalWY96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/AggarwalWY96a,
author = {Charu C. Aggarwal and
Joel L. Wolf and
Philip S. Yu},
title = {On Optimal Batching Policies for Video-on-Demand Storage Servers},
booktitle = {Proceedings of the {IEEE} International Conference on Multimedia Computing
and Systems, {ICMCS} 1996, Hiroshima, Japan, June 17-23, 1996},
pages = {253--258},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.org/10.1109/MMCS.1996.534983},
doi = {10.1109/MMCS.1996.534983},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/AggarwalWY96a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/AggarwalWY96,
author = {Charu C. Aggarwal and
Joel L. Wolf and
Philip S. Yu},
editor = {Daniel A. Reed and
Blaine D. Gaither},
title = {On Optimal Piggyback Merging Policies for Video-on-Demand Systems},
booktitle = {Proceedings of the 1996 {ACM} {SIGMETRICS} international conference
on Measurement and modeling of computer systems, Philadelphia, Pennsylvania,
USA, May 23-26, 1996},
pages = {200--209},
publisher = {{ACM}},
year = {1996},
url = {https://doi.org/10.1145/233013.233044},
doi = {10.1145/233013.233044},
timestamp = {Fri, 30 Jul 2021 16:13:32 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/AggarwalWY96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipl/AggarwalJG95,
author = {Charu C. Aggarwal and
N. Jain and
P. Gupta},
title = {An Efficient Selection Algorithm on the Pyramid},
journal = {Inf. Process. Lett.},
volume = {53},
number = {1},
pages = {37--47},
year = {1995},
url = {https://doi.org/10.1016/0020-0190(94)00160-Z},
doi = {10.1016/0020-0190(94)00160-Z},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipl/AggarwalJG95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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