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@inproceedings{DBLP:conf/sdm/0003VBV16,
  author       = {Simone Romano and
                  Xuan Vinh Nguyen and
                  James Bailey and
                  Karin Verspoor},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {A Framework to Adjust Dependency Measure Estimates for Chance},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {423--431},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.48},
  doi          = {10.1137/1.9781611974348.48},
  timestamp    = {Thu, 17 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/0003VBV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AllabLN16,
  author       = {Kais Allab and
                  Lazhar Labiod and
                  Mohamed Nadif},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Power Simultaneous Spectral Data Embedding and Clustering},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {270--278},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.31},
  doi          = {10.1137/1.9781611974348.31},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/AllabLN16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AssamS016,
  author       = {Roland Assam and
                  Subramanyam Sathyanarayana and
                  Thomas Seidl},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Infusing Geo-Recency Mixture Models for Effective Location Prediction
                  in {LBSN}},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {855--863},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.96},
  doi          = {10.1137/1.9781611974348.96},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/AssamS016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BabbarMS16,
  author       = {Rohit Babbar and
                  Krikamol Muandet and
                  Bernhard Sch{\"{o}}lkopf},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {TerseSVM : {A} Scalable Approach for Learning Compact Models in Large-scale
                  Classification},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {234--242},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.27},
  doi          = {10.1137/1.9781611974348.27},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/BabbarMS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BargerF16,
  author       = {Artem Barger and
                  Dan Feldman},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {\emph{k}-Means for Streaming and Distributed Big Sparse Data},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {342--350},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.39},
  doi          = {10.1137/1.9781611974348.39},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/BargerF16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BeigiTWL16,
  author       = {Ghazaleh Beigi and
                  Jiliang Tang and
                  Suhang Wang and
                  Huan Liu},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Exploiting Emotional Information for Trust/Distrust Prediction},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {81--89},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.10},
  doi          = {10.1137/1.9781611974348.10},
  timestamp    = {Wed, 07 Feb 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/BeigiTWL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BianLN16,
  author       = {Xiao Bian and
                  Feng Li and
                  Xia Ning},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Kernelized Sparse Self-Representation for Clustering and Recommendation},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {10--17},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.2},
  doi          = {10.1137/1.9781611974348.2},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/BianLN16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CaiZPTHZ16,
  author       = {Ruichu Cai and
                  Zhenjie Zhang and
                  Srinivasan Parthasarathy and
                  Anthony K. H. Tung and
                  Zhifeng Hao and
                  Wen Zhang},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Multi-Domain Manifold Learning for Drug-Target Interaction Prediction},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {18--26},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.3},
  doi          = {10.1137/1.9781611974348.3},
  timestamp    = {Fri, 22 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/CaiZPTHZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Chehreghani16,
  author       = {Morteza Haghir Chehreghani},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {K-Nearest Neighbor Search and Outlier Detection via Minimax Distances},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {405--413},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.46},
  doi          = {10.1137/1.9781611974348.46},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/Chehreghani16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenTSCCJ16,
  author       = {Ting Chen and
                  Lu{-}An Tang and
                  Yizhou Sun and
                  Zhengzhang Chen and
                  Haifeng Chen and
                  Guofei Jiang},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Integrating Community and Role Detection in Information Networks},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {72--80},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.9},
  doi          = {10.1137/1.9781611974348.9},
  timestamp    = {Fri, 04 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/ChenTSCCJ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenYSCKF16,
  author       = {Xi C. Chen and
                  Yuanshun Yao and
                  Sichao Shi and
                  Snigdhansu Chatterjee and
                  Vipin Kumar and
                  James H. Faghmous},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {A general framework to increase the robustness of model-based change
                  point detection algorithms to outliers and noise},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {162--170},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.19},
  doi          = {10.1137/1.9781611974348.19},
  timestamp    = {Fri, 29 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/ChenYSCKF16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChengWZH16,
  author       = {Yu Cheng and
                  Fei Wang and
                  Ping Zhang and
                  Jianying Hu},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Risk Prediction with Electronic Health Records: {A} Deep Learning
                  Approach},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {432--440},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.49},
  doi          = {10.1137/1.9781611974348.49},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/ChengWZH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DasWKKN16,
  author       = {Mayukh Das and
                  Yuqing Wu and
                  Tushar Khot and
                  Kristian Kersting and
                  Sriraam Natarajan},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Scaling Lifted Probabilistic Inference and Learning Via Graph Databases},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {738--746},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.83},
  doi          = {10.1137/1.9781611974348.83},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/DasWKKN16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DasZ16,
  author       = {Ariyam Das and
                  Carlo Zaniolo},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Fast Lossless Frequent Itemset Mining in Data Streams using Crucial
                  Patterns},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {576--584},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.65},
  doi          = {10.1137/1.9781611974348.65},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/DasZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DongT16,
  author       = {Guozhu Dong and
                  Vahid Taslimitehrani},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Pattern Aided Classification},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {225--233},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.26},
  doi          = {10.1137/1.9781611974348.26},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/DongT16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ErfaniBRNLBR16,
  author       = {Sarah M. Erfani and
                  Mahsa Baktashmotlagh and
                  Sutharshan Rajasegarar and
                  Vinh Nguyen and
                  Christopher Leckie and
                  James Bailey and
                  Kotagiri Ramamohanarao},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {{R1STM:} One-class Support Tensor Machine with Randomised Kernel},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {198--206},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.23},
  doi          = {10.1137/1.9781611974348.23},
  timestamp    = {Sat, 19 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/ErfaniBRNLBR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FishKL16,
  author       = {Benjamin Fish and
                  Jeremy Kun and
                  {\'{A}}d{\'{a}}m D{\'{a}}niel Lelkes},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {A Confidence-Based Approach for Balancing Fairness and Accuracy},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {144--152},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.17},
  doi          = {10.1137/1.9781611974348.17},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/FishKL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GanjiBS16,
  author       = {Mohadeseh Ganji and
                  James Bailey and
                  Peter J. Stuckey},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Lagrangian Constrained Clustering},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {288--296},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.33},
  doi          = {10.1137/1.9781611974348.33},
  timestamp    = {Tue, 16 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/GanjiBS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuanFLXCL16,
  author       = {Chu Guan and
                  Yanjie Fu and
                  Xinjiang Lu and
                  Hui Xiong and
                  Enhong Chen and
                  Yingling Liu},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Vocal Competence Based Karaoke Recommendation: {A} Maximum-Margin
                  Joint Model},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {135--143},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.16},
  doi          = {10.1137/1.9781611974348.16},
  timestamp    = {Thu, 09 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/GuanFLXCL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HanTSSCY16,
  author       = {Fangqiu Han and
                  Shulong Tan and
                  Huan Sun and
                  Mudhakar Srivatsa and
                  Deng Cai and
                  Xifeng Yan},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Distributed Representations of Expertise},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {531--539},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.60},
  doi          = {10.1137/1.9781611974348.60},
  timestamp    = {Wed, 31 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/HanTSSCY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HanZGVO16,
  author       = {Chao Han and
                  Shanshan Zhang and
                  Mohamed F. Ghalwash and
                  Slobodan Vucetic and
                  Zoran Obradovic},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Joint Learning of Representation and Structure for Sparse Regression
                  on Graphs},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {846--854},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.95},
  doi          = {10.1137/1.9781611974348.95},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/HanZGVO16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HattoriASIK16,
  author       = {Takashi Hattori and
                  Kazuo Aoyama and
                  Kazumi Saito and
                  Tetsuo Ikeda and
                  Eri Kobayashi},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Pivot-based k-means Algorithm for Numerous-class Data Sets},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {333--341},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.38},
  doi          = {10.1137/1.9781611974348.38},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/HattoriASIK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiSBGAKMF16,
  author       = {Bryan Hooi and
                  Neil Shah and
                  Alex Beutel and
                  Stephan G{\"{u}}nnemann and
                  Leman Akoglu and
                  Mohit Kumar and
                  Disha Makhija and
                  Christos Faloutsos},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {{BIRDNEST:} Bayesian Inference for Ratings-Fraud Detection},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {495--503},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.56},
  doi          = {10.1137/1.9781611974348.56},
  timestamp    = {Fri, 26 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/HooiSBGAKMF16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HouWGD16,
  author       = {Yangyang Hou and
                  Joyce Jiyoung Whang and
                  David F. Gleich and
                  Inderjit S. Dhillon},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {297--305},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.34},
  doi          = {10.1137/1.9781611974348.34},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/HouWGD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuangL16,
  author       = {Hsin{-}Yuan Huang and
                  Chih{-}Jen Lin},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Linear and Kernel Classification: When to Use Which?},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {216--224},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.25},
  doi          = {10.1137/1.9781611974348.25},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/HuangL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HynesS16,
  author       = {Michael B. Hynes and
                  Hans De Sterck},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {A polynomial expansion line search for large-scale unconstrained minimization
                  of smooth \emph{L}\({}_{\mbox{2}}\)-regularized loss functions, with
                  implementation in Apache Spark},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {603--611},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.68},
  doi          = {10.1137/1.9781611974348.68},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/HynesS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ItoOY16,
  author       = {Yu Ito and
                  Shinichi Oeda and
                  Kenji Yamanishi},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Rank Selection for Non-negative Matrix Factorization with Normalized
                  Maximum Likelihood Coding},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {720--728},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.81},
  doi          = {10.1137/1.9781611974348.81},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/ItoOY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JanakiramanMO16,
  author       = {Vijay Manikandan Janakiraman and
                  Bryan L. Matthews and
                  Nikunj C. Oza},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Discovery of Precursors to Adverse Events using Time Series Data},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {639--647},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.72},
  doi          = {10.1137/1.9781611974348.72},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/JanakiramanMO16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KafsiBMGKT16,
  author       = {Mohamed Kafsi and
                  Rapha{\"{e}}l Braunschweig and
                  Danielle Mersch and
                  Matthias Grossglauser and
                  Laurent Keller and
                  Patrick Thiran},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Uncovering Latent Behaviors in Ant Colonies},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {450--458},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.51},
  doi          = {10.1137/1.9781611974348.51},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/KafsiBMGKT16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KangC16,
  author       = {Zhao Kang and
                  Qiang Cheng},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Top-N Recommendation with Novel Rank Approximation},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {126--134},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.15},
  doi          = {10.1137/1.9781611974348.15},
  timestamp    = {Thu, 23 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/KangC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KaraevM16,
  author       = {Sanjar Karaev and
                  Pauli Miettinen},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Capricorn: An Algorithm for Subtropical Matrix Factorization},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {702--710},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.79},
  doi          = {10.1137/1.9781611974348.79},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/KaraevM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KeneshlooWHR16,
  author       = {Yaser Keneshloo and
                  Shuguang Wang and
                  Eui{-}Hong Sam Han and
                  Naren Ramakrishnan},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Predicting the Popularity of News Articles},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {441--449},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.50},
  doi          = {10.1137/1.9781611974348.50},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/KeneshlooWHR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeL16,
  author       = {Dung D. Le and
                  Hady Wirawan Lauw},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Euclidean Co-Embedding of Ordinal Data for Multi-Type Visualization},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {396--404},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.45},
  doi          = {10.1137/1.9781611974348.45},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/LeL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeeL16,
  author       = {Pei Lee and
                  Laks V. S. Lakshmanan},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Query-Driven Maximum Quasi-Clique Search},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {522--530},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.59},
  doi          = {10.1137/1.9781611974348.59},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/LeeL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiHWG16,
  author       = {Huayu Li and
                  Richang Hong and
                  Zhiang Wu and
                  Yong Ge},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {A Spatial-Temporal Probabilistic Matrix Factorization Model for Point-of-Interest
                  Recommendation},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {117--125},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.14},
  doi          = {10.1137/1.9781611974348.14},
  timestamp    = {Thu, 16 Nov 2017 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/LiHWG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiHWL16,
  author       = {Jundong Li and
                  Xia Hu and
                  Liang Wu and
                  Huan Liu},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Robust Unsupervised Feature Selection on Networked Data},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {387--395},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.44},
  doi          = {10.1137/1.9781611974348.44},
  timestamp    = {Sun, 11 Feb 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/LiHWL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiOZ16,
  author       = {Ximing Li and
                  Jihong Ouyang and
                  Xiaotang Zhou},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Sparse Hybrid Variational-Gibbs Algorithm for Latent Dirichlet Allocation},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {729--737},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.82},
  doi          = {10.1137/1.9781611974348.82},
  timestamp    = {Thu, 22 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/LiOZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiTTF16,
  author       = {Liangyue Li and
                  Hanghang Tong and
                  Jie Tang and
                  Wei Fan},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {\emph{iPath: } Forecasting the Pathway to Impact},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {468--476},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.53},
  doi          = {10.1137/1.9781611974348.53},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/LiTTF16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiVR16,
  author       = {Yan Li and
                  Bhanukiran Vinzamuri and
                  Chandan K. Reddy},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Regularized Weighted Linear Regression for High-dimensional Censored
                  Data},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {45--53},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.6},
  doi          = {10.1137/1.9781611974348.6},
  timestamp    = {Mon, 29 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/LiVR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiXR16,
  author       = {Yan Li and
                  Kevin S. Xu and
                  Chandan K. Reddy},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Regularized Parametric Regression for High-dimensional Survival Analysis},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {765--773},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.86},
  doi          = {10.1137/1.9781611974348.86},
  timestamp    = {Mon, 29 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/LiXR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiaoCC16,
  author       = {Pei{-}Lun Liao and
                  Chung{-}Kuang Chou and
                  Ming{-}Syan Chen},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Uncovering Multiple Diffusion Networks Using the First-Hand Sharing
                  Pattern},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {63--71},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.8},
  doi          = {10.1137/1.9781611974348.8},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/LiaoCC16.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/sdm/LiuF16,
  author       = {Song Liu and
                  Kenji Fukumizu},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Estimating Posterior Ratio for Classification: Transfer Learning from
                  Probabilistic Perspective},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {747--755},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.84},
  doi          = {10.1137/1.9781611974348.84},
  timestamp    = {Tue, 07 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/LiuF16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuH16,
  author       = {Zitao Liu and
                  Milos Hauskrecht},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Learning Linear Dynamical Systems from Multivariate Time Series: {A}
                  Matrix Factorization Based Framework},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {810--818},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.91},
  doi          = {10.1137/1.9781611974348.91},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/LiuH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LuZH16,
  author       = {Jing Lu and
                  Peilin Zhao and
                  Steven C. H. Hoi},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Online Sparse Passive Aggressive Learning with Kernels},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {675--683},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.76},
  doi          = {10.1137/1.9781611974348.76},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/LuZH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaHLYSR16,
  author       = {Guixiang Ma and
                  Lifang He and
                  Chun{-}Ta Lu and
                  Philip S. Yu and
                  Linlin Shen and
                  Ann B. Ragin},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Spatio-Temporal Tensor Analysis for Whole-Brain fMRI Classification},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {819--827},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.92},
  doi          = {10.1137/1.9781611974348.92},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/MaHLYSR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaslovPZK16,
  author       = {Alexandr V. Maslov and
                  Mykola Pechenizkiy and
                  Indre Zliobaite and
                  Tommi K{\"{a}}rkk{\"{a}}inen},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Modelling Recurrent Events for Improving Online Change Detection},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {549--557},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.62},
  doi          = {10.1137/1.9781611974348.62},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/MaslovPZK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MoellerSV16,
  author       = {John Moeller and
                  Sarathkrishna Swaminathan and
                  Suresh Venkatasubramanian},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {A Unified View of Localized Kernel Learning},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {252--260},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.29},
  doi          = {10.1137/1.9781611974348.29},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/MoellerSV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MoonMJHOS16,
  author       = {Changsung Moon and
                  Dakota Medd and
                  Paul Jones and
                  Steve Harenberg and
                  William Oxbury and
                  Nagiza F. Samatova},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Online Prediction of User Actions through an Ensemble Vote from Vector
                  Representation and Frequency Analysis Models},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {90--98},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.11},
  doi          = {10.1137/1.9781611974348.11},
  timestamp    = {Mon, 03 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/MoonMJHOS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MoshtaghiLB16,
  author       = {Masud Moshtaghi and
                  Christopher Leckie and
                  James C. Bezdek},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Online Clustering of Multivariate Time-series},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {360--368},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.41},
  doi          = {10.1137/1.9781611974348.41},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/MoshtaghiLB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NaeiniC16,
  author       = {Mahdi Pakdaman Naeini and
                  Gregory F. Cooper},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Binary Classifier Calibration Using an Ensemble of Linear Trend Estimation},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {261--269},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.30},
  doi          = {10.1137/1.9781611974348.30},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/NaeiniC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NguyenMV16,
  author       = {Hoang Vu Nguyen and
                  Panagiotis Mandros and
                  Jilles Vreeken},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Universal Dependency Analysis},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {792--800},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.89},
  doi          = {10.1137/1.9781611974348.89},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/NguyenMV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NguyenSMIN16,
  author       = {Phuong Nguyen and
                  Aleksander Slominski and
                  Vinod Muthusamy and
                  Vatche Ishakian and
                  Klara Nahrstedt},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Process Trace Clustering: {A} Heterogeneous Information Network Approach},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {279--287},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.32},
  doi          = {10.1137/1.9781611974348.32},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/NguyenSMIN16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NguyenV16,
  author       = {Hoang Vu Nguyen and
                  Jilles Vreeken},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Flexibly Mining Better Subgroups},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {585--593},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.66},
  doi          = {10.1137/1.9781611974348.66},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/NguyenV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NguyenV16a,
  author       = {Hoang Vu Nguyen and
                  Jilles Vreeken},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Linear-time Detection of Non-linear Changes in Massively High Dimensional
                  Time Series},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {828--836},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.93},
  doi          = {10.1137/1.9781611974348.93},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/NguyenV16a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PalanisamyPS16,
  author       = {Balamurugan Palaniappan and
                  Anusha Posinasetty and
                  Shirish K. Shevade},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {{ADMM} for Training Sparse Structural SVMs with Augmented \emph{{\(\mathscr{l}\)}}\({}_{\mbox{1}}\)
                  Regularizers},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {684--692},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.77},
  doi          = {10.1137/1.9781611974348.77},
  timestamp    = {Mon, 23 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/PalanisamyPS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Papalexakis16,
  author       = {Evangelos E. Papalexakis},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Automatic Unsupervised Tensor Mining with Quality Assessment},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {711--719},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.80},
  doi          = {10.1137/1.9781611974348.80},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/Papalexakis16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PatelGDMB16,
  author       = {Raajen Patel and
                  Tom Goldstein and
                  Eva L. Dyer and
                  Azalia Mirhoseini and
                  Richard G. Baraniuk},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Deterministic Column Sampling for Low-Rank Matrix Approximation: Nystr{\"{o}}m
                  vs. Incomplete Cholesky Decomposition},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {594--602},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.67},
  doi          = {10.1137/1.9781611974348.67},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/PatelGDMB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PerozziA16,
  author       = {Bryan Perozzi and
                  Leman Akoglu},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Scalable Anomaly Ranking of Attributed Neighborhoods},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {207--215},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.24},
  doi          = {10.1137/1.9781611974348.24},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/PerozziA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PillutlaFDFKT16,
  author       = {Venkata Krishna Pillutla and
                  Zhanpeng Fang and
                  Pravallika Devineni and
                  Christos Faloutsos and
                  Danai Koutra and
                  Jie Tang},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms,
                  and Discoveries},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {783--791},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.88},
  doi          = {10.1137/1.9781611974348.88},
  timestamp    = {Sun, 01 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/PillutlaFDFKT16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Polychronopoulou16,
  author       = {Athanasia Polychronopoulou and
                  Zoran Obradovic},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Structured Regression on Multilayer Networks},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {612--620},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.69},
  doi          = {10.1137/1.9781611974348.69},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/Polychronopoulou16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/QinSD16,
  author       = {Tian Qin and
                  Guojie Song and
                  Sizhen Du},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Routine Mining Based Anomaly Detection in Mobile Phone Data},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {180--188},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.21},
  doi          = {10.1137/1.9781611974348.21},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/QinSD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/QuintSVW16,
  author       = {Paul Quint and
                  Stephen D. Scott and
                  N. V. Vinodchandran and
                  Bradley Worley},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Constrained Group Testing to Predict Binding Response of Candidate
                  Compounds},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {756--764},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.85},
  doi          = {10.1137/1.9781611974348.85},
  timestamp    = {Wed, 12 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/QuintSVW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RahmanJKPM16,
  author       = {Ahsanur Rahman and
                  Steve T. K. Jan and
                  Hyunju Kim and
                  B. Aditya Prakash and
                  T. M. Murali},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Unstable Communities in Network Ensembles},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {504--512},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.57},
  doi          = {10.1137/1.9781611974348.57},
  timestamp    = {Wed, 27 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/RahmanJKPM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RahmanRCC16,
  author       = {Mahmudur Rahman and
                  Mizanur Rahman and
                  Bogdan Carbunar and
                  Duen Horng Chau},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {FairPlay: Fraud and Malware Detection in Google Play},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {99--107},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.12},
  doi          = {10.1137/1.9781611974348.12},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/RahmanRCC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RanshousHSS16,
  author       = {Stephen Ranshous and
                  Steve Harenberg and
                  Kshitij Sharma and
                  Nagiza F. Samatova},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {A Scalable Approach for Outlier Detection in Edge Streams Using Sketch-based
                  Approximations},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {189--197},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.22},
  doi          = {10.1137/1.9781611974348.22},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/RanshousHSS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RayanaA16,
  author       = {Shebuti Rayana and
                  Leman Akoglu},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Collective Opinion Spam Detection using Active Inference},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {630--638},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.71},
  doi          = {10.1137/1.9781611974348.71},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/RayanaA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RysavyH16,
  author       = {Petr Rysav{\'{y}} and
                  Greg Hamerly},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Geometric methods to accelerate \emph{k}-means algorithms},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {324--332},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.37},
  doi          = {10.1137/1.9781611974348.37},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/RysavyH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SadoddinSR16,
  author       = {Reza Sadoddin and
                  J{\"{o}}rg Sander and
                  Davood Rafiei},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Finding Surprisingly Frequent Patterns of Variable Lengths in Sequence
                  Data},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {27--35},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.4},
  doi          = {10.1137/1.9781611974348.4},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/SadoddinSR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SahooSHZ16,
  author       = {Doyen Sahoo and
                  Abhishek Sharma and
                  Steven C. H. Hoi and
                  Peilin Zhao},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Temporal Kernel Descriptors for Learning with Time-sensitive Patterns},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {540--548},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.61},
  doi          = {10.1137/1.9781611974348.61},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/SahooSHZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SalahRN16,
  author       = {Aghiles Salah and
                  Nicoleta Rogovschi and
                  Mohamed Nadif},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Stochastic Co-clustering for Document-Term Data},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {306--314},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.35},
  doi          = {10.1137/1.9781611974348.35},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/SalahRN16.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/ShahamYL16,
  author       = {Eran Shaham and
                  Honghai Yu and
                  Xiaoli Li},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {On finding the maximum edge biclique in a bipartite graph: a subspace
                  clustering approach},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {315--323},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.36},
  doi          = {10.1137/1.9781611974348.36},
  timestamp    = {Thu, 19 Oct 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/ShahamYL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShangPH16,
  author       = {Jingbo Shang and
                  Jian Peng and
                  Jiawei Han},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {{MACFP:} Maximal Approximate Consecutive Frequent Pattern Mining under
                  Edit Distance},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {558--566},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.63},
  doi          = {10.1137/1.9781611974348.63},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/ShangPH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShangSLG16,
  author       = {Wenling Shang and
                  Kihyuk Sohn and
                  Honglak Lee and
                  Anna C. Gilbert},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Discriminative Training of Structured Dictionaries via Block Orthogonal
                  Matching Pursuit},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {243--251},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.28},
  doi          = {10.1137/1.9781611974348.28},
  timestamp    = {Mon, 12 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/ShangSLG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShangTPH16,
  author       = {Jingbo Shang and
                  Wenzhu Tong and
                  Jian Peng and
                  Jiawei Han},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {DPClass: An Effective but Concise Discriminative Patterns-Based Classification
                  Framework},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {567--575},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.64},
  doi          = {10.1137/1.9781611974348.64},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/ShangTPH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SilvaB16,
  author       = {Diego Furtado Silva and
                  Gustavo E. A. P. A. Batista},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {837--845},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.94},
  doi          = {10.1137/1.9781611974348.94},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/SilvaB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SilvaSFC16,
  author       = {Afonso Expedito Da Silva and
                  Lucas L. Sanches and
                  Antonio C. Fraideinberze and
                  Robson L. F. Cordeiro},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {\emph{Halite\({}_{\mbox{ds}}\)}: Fast and Scalable Subspace Clustering
                  for Multidimensional Data Streams},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {351--359},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.40},
  doi          = {10.1137/1.9781611974348.40},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/SilvaSFC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SuHHY16,
  author       = {Yu Su and
                  Fangqiu Han and
                  Richard E. Harang and
                  Xifeng Yan},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {A Fast Kernel for Attributed Graphs},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {486--494},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.55},
  doi          = {10.1137/1.9781611974348.55},
  timestamp    = {Tue, 07 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/SuHHY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TCB16,
  author       = {Amir Asiaee T. and
                  Soumyadeep Chatterjee and
                  Arindam Banerjee},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {High Dimensional Structured Estimation with Noisy Designs},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {801--809},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.90},
  doi          = {10.1137/1.9781611974348.90},
  timestamp    = {Thu, 28 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/TCB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TaiYZZLQ16,
  author       = {Ying Tai and
                  Jian Yang and
                  Fanlong Zhang and
                  Yigong Zhang and
                  Lei Luo and
                  Jianjun Qian},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Structural Orthogonal Procrustes Regression for Face Recognition with
                  Pose Variations and Misalignment},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {693--701},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.78},
  doi          = {10.1137/1.9781611974348.78},
  timestamp    = {Thu, 22 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/TaiYZZLQ16.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/TaskC16,
  author       = {Christine Task and
                  Chris Clifton},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Differentially Private Significance Testing on Paired-Sample Data},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {153--161},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.18},
  doi          = {10.1137/1.9781611974348.18},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/TaskC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TekumallaB16,
  author       = {Lavanya Sita Tekumalla and
                  Chiranjib Bhattacharyya},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Copula-HDP-HMM: Non-parametric Modeling of Temporal Multivariate Data
                  for {I/O} Efficient Bulk Cache Preloading},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {774--782},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.87},
  doi          = {10.1137/1.9781611974348.87},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/TekumallaB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/UlanovaBSK16,
  author       = {Liudmila Ulanova and
                  Nurjahan Begum and
                  Mohammad Shokoohi{-}Yekta and
                  Eamonn J. Keogh},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Clustering in the Face of Fast Changing Streams},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {1--9},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.1},
  doi          = {10.1137/1.9781611974348.1},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/UlanovaBSK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangCZWH16,
  author       = {Zhangyang Wang and
                  Shiyu Chang and
                  Jiayu Zhou and
                  Meng Wang and
                  Thomas S. Huang},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Learning {A} Task-Specific Deep Architecture For Clustering},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {369--377},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.42},
  doi          = {10.1137/1.9781611974348.42},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/WangCZWH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangSSHSWZ16,
  author       = {Chenguang Wang and
                  Yizhou Sun and
                  Yanglei Song and
                  Jiawei Han and
                  Yangqiu Song and
                  Lidan Wang and
                  Ming Zhang},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information
                  Networks},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {621--629},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.70},
  doi          = {10.1137/1.9781611974348.70},
  timestamp    = {Wed, 05 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/WangSSHSWZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WeiCY16,
  author       = {Xiaokai Wei and
                  Bokai Cao and
                  Philip S. Yu},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Nonlinear Joint Unsupervised Feature Selection},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {414--422},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.47},
  doi          = {10.1137/1.9781611974348.47},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/WeiCY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/X16,
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Front Matter},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.fm},
  doi          = {10.1137/1.9781611974348.FM},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/X16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/X16a,
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Back Matter},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {864--867},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.bm},
  doi          = {10.1137/1.9781611974348.BM},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/X16a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XiaPD16,
  author       = {Xide Xia and
                  Pavlos Protopapas and
                  Finale Doshi{-}Velez},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Cost-Sensitive Batch Mode Active Learning: Designing Astronomical
                  Observation by Optimizing Telescope Time and Telescope Choice},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {477--485},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.54},
  doi          = {10.1137/1.9781611974348.54},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/XiaPD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XieHSZGFY16,
  author       = {Sihong Xie and
                  Qingbo Hu and
                  Weixiang Shao and
                  Jingyuan Zhang and
                  Jing Gao and
                  Wei Fan and
                  Philip S. Yu},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Effective Crowd Expertise Modeling via Cross Domain Sparsity and Uncertainty
                  Reduction},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {648--656},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.73},
  doi          = {10.1137/1.9781611974348.73},
  timestamp    = {Wed, 26 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/XieHSZGFY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuLTZ16,
  author       = {Jianpeng Xu and
                  Kaixiang Lin and
                  Pang{-}Ning Tan and
                  Jiayu Zhou},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Synergies that Matter: Efficient Interaction Selection via Sparse
                  Factorization Machine},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {108--116},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.13},
  doi          = {10.1137/1.9781611974348.13},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/XuLTZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuTLZ16,
  author       = {Jianpeng Xu and
                  Pang{-}Ning Tan and
                  Lifeng Luo and
                  Jiayu Zhou},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {GSpartan: a Geospatio-Temporal Multi-task Learning Framework for Multi-location
                  Prediction},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {657--665},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.74},
  doi          = {10.1137/1.9781611974348.74},
  timestamp    = {Sat, 24 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sdm/XuTLZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YamaguchiFK16,
  author       = {Yuto Yamaguchi and
                  Christos Faloutsos and
                  Hiroyuki Kitagawa},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {{CAMLP:} Confidence-Aware Modulated Label Propagation},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {513--521},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.58},
  doi          = {10.1137/1.9781611974348.58},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/YamaguchiFK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangLZ0G16,
  author       = {Peng Yang and
                  Guangxia Li and
                  Peilin Zhao and
                  Xiaoli Li and
                  Sujatha Das Gollapalli},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Learning Correlative and Personalized Structure for Online Multi-Task
                  Classification},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {666--674},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.75},
  doi          = {10.1137/1.9781611974348.75},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/YangLZ0G16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YaoFLX16,
  author       = {Zijun Yao and
                  Yanjie Fu and
                  Bin Liu and
                  Hui Xiong},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {The Impact of Community Safety on House Ranking},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {459--467},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.52},
  doi          = {10.1137/1.9781611974348.52},
  timestamp    = {Sat, 01 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/YaoFLX16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangCXLYR16,
  author       = {Jingyuan Zhang and
                  Bokai Cao and
                  Sihong Xie and
                  Chun{-}Ta Lu and
                  Philip S. Yu and
                  Ann B. Ragin},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Identifying Connectivity Patterns for Brain Diseases via Multi-side-view
                  Guided Deep Architectures},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {36--44},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.5},
  doi          = {10.1137/1.9781611974348.5},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/ZhangCXLYR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2016,
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348},
  doi          = {10.1137/1.9781611974348},
  isbn         = {978-1-61197-434-8},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/2016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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