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ORCIDBibTeX records: Auroop R. Ganguly
@article{DBLP:journals/corr/abs-2402-03590,
author = {Ted Fujimoto and
Joshua Suetterlein and
Samrat Chatterjee and
Auroop R. Ganguly},
title = {Assessing the Impact of Distribution Shift on Reinforcement Learning
Performance},
journal = {CoRR},
volume = {abs/2402.03590},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03590},
doi = {10.48550/ARXIV.2402.03590},
eprinttype = {arXiv},
eprint = {2402.03590},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/DuffyVWNG23,
author = {Kate Duffy and
Thomas J. Vandal and
Weile Wang and
Ramakrishna R. Nemani and
Auroop R. Ganguly},
title = {A Framework for Deep Learning Emulation of Numerical Models With a
Case Study in Satellite Remote Sensing},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {7},
pages = {3345--3356},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2022.3169958},
doi = {10.1109/TNNLS.2022.3169958},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/DuffyVWNG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/DasJDG23,
author = {Puja Das and
Kat Jensen and
Shaunak De and
Auroop R. Ganguly},
title = {Flood Depth Estimation Using Synthetic Aperture Radar {(SAR)} Imagery
and Topography: {A} Case Study of the 2021 and 2022 Floods in Hawkesbury
Valley, Australia},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2023, Pasadena, CA, USA, July 16-21, 2023},
pages = {2402--2405},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IGARSS52108.2023.10282474},
doi = {10.1109/IGARSS52108.2023.10282474},
timestamp = {Tue, 07 Nov 2023 16:21:25 +0100},
biburl = {https://dblp.org/rec/conf/igarss/DasJDG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AbeBCDEGGHKLMY23,
author = {Naoki Abe and
Kathleen Buckingham and
Yuzhou Chen and
Bistra Dilkina and
Emre Eftelioglu and
Auroop R. Ganguly and
Yulia R. Gel and
James Hodson and
Ramakrishnan Kannan and
Huikyo Lee and
Jiafu Mao and
Rose Yu},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Fragile Earth: {AI} for Climate Sustainability - From Wildfire Disaster
Management to Public Health and Beyond},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5845--5846},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599217},
doi = {10.1145/3580305.3599217},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AbeBCDEGGHKLMY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-03826,
author = {Nishant Yadav and
Mahbubul Alam and
Ahmed K. Farahat and
Dipanjan Ghosh and
Chetan Gupta and
Auroop R. Ganguly},
title = {{CDA:} Contrastive-adversarial Domain Adaptation},
journal = {CoRR},
volume = {abs/2301.03826},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.03826},
doi = {10.48550/ARXIV.2301.03826},
eprinttype = {arXiv},
eprint = {2301.03826},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-03826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10587,
author = {Matthew R. Oster and
Ilya Amburg and
Samrat Chatterjee and
Daniel A. Eisenberg and
Dennis G. Thomas and
Feng Pan and
Auroop R. Ganguly},
title = {A Tri-Level Optimization Model for Interdependent Infrastructure Network
Resilience Against Compound Hazard Events},
journal = {CoRR},
volume = {abs/2310.10587},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10587},
doi = {10.48550/ARXIV.2310.10587},
eprinttype = {arXiv},
eprint = {2310.10587},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SharmaKGH22,
author = {Bharat Sharma and
Jitendra Kumar and
Auroop R. Ganguly and
Forrest M. Hoffman},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Using Image Processing Techniques to Identify and Quantify Spatiotemporal
Carbon Cycle Extremes},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1136--1143},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00148},
doi = {10.1109/ICDMW58026.2022.00148},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SharmaKGH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AbeBDEGHKY22,
author = {Naoki Abe and
Kathleen Buckingham and
Bistra Dilkina and
Emre Eftelioglu and
Auroop R. Ganguly and
James Hodson and
Ramakrishnan Kannan and
Rose Yu},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Fragile Earth: {AI} for Climate Mitigation, Adaptation, and Environmental
Justice},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4866--4867},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542906},
doi = {10.1145/3534678.3542906},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AbeBDEGHKY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-02596,
author = {Yumin Liu and
Kate Duffy and
Jennifer G. Dy and
Auroop R. Ganguly},
title = {Explainable deep learning for insights in El Nino and river flows},
journal = {CoRR},
volume = {abs/2201.02596},
year = {2022},
url = {https://arxiv.org/abs/2201.02596},
eprinttype = {arXiv},
eprint = {2201.02596},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-02596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08890,
author = {Nishant Yadav and
Meytar Sorek{-}Hamer and
Michael Von Pohle and
Ata Akbari Asanjan and
Adwait Sahasrabhojanee and
Esra Suel and
Raphael Arku and
Violet Lingenfelter and
Michael Brauer and
Majid Ezzati and
Nikunj C. Oza and
Auroop R. Ganguly},
title = {Deep Transfer Learning on Satellite Imagery Improves Air Quality Estimates
in Developing Nations},
journal = {CoRR},
volume = {abs/2202.08890},
year = {2022},
url = {https://arxiv.org/abs/2202.08890},
eprinttype = {arXiv},
eprint = {2202.08890},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05071,
author = {Ted Fujimoto and
Samrat Chatterjee and
Auroop R. Ganguly},
title = {Ad Hoc Teamwork in the Presence of Adversaries},
journal = {CoRR},
volume = {abs/2208.05071},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.05071},
doi = {10.48550/ARXIV.2208.05071},
eprinttype = {arXiv},
eprint = {2208.05071},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AbeBDEGHK21,
author = {Naoki Abe and
Kathleen Buckingham and
Bistra Dilkina and
Emre Eftelioglu and
Auroop R. Ganguly and
James Hodson and
Ramakrishnan Kannan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Fragile Earth: Accelerating Progress towards Equitable Sustainability},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4102--4103},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469484},
doi = {10.1145/3447548.3469484},
timestamp = {Wed, 08 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AbeBDEGHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12532,
author = {Nidhin Harilal and
Udit Bhatia and
Auroop R. Ganguly},
title = {Bayesian Deep Learning Hyperparameter Search for Robust Function Mapping
to Polynomials with Noise},
journal = {CoRR},
volume = {abs/2106.12532},
year = {2021},
url = {https://arxiv.org/abs/2106.12532},
eprinttype = {arXiv},
eprint = {2106.12532},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/GangulyMPST20,
author = {Auroop R. Ganguly and
Tanay Mehta and
Tirthak Patel and
Ravi Sundaram and
Devesh Tiwari},
title = {Resilience and coevolution of preferential interdependent networks},
journal = {Soc. Netw. Anal. Min.},
volume = {10},
number = {1},
pages = {3},
year = {2020},
url = {https://doi.org/10.1007/s13278-019-0614-6},
doi = {10.1007/S13278-019-0614-6},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/snam/GangulyMPST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ci/YadavG20,
author = {Nishant Yadav and
Auroop R. Ganguly},
editor = {Duncan Watson{-}Parris and
Anastase Alexandre Charantonis},
title = {A Deep Learning Approach to Short-Term Quantitative Precipitation
Forecasting},
booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual
Event, Oxford, UK, September 23-25, 2020},
pages = {8--14},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3429309.3429311},
doi = {10.1145/3429309.3429311},
timestamp = {Tue, 19 Jan 2021 18:46:42 +0100},
biburl = {https://dblp.org/rec/conf/ci/YadavG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuGD20,
author = {Yumin Liu and
Auroop R. Ganguly and
Jennifer G. Dy},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Climate Downscaling Using YNet: {A} Deep Convolutional Network with
Skip Connections and Fusion},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3145--3153},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403366},
doi = {10.1145/3394486.3403366},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiuGD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-05590,
author = {Nishant Yadav and
Sai Ravela and
Auroop R. Ganguly},
title = {Machine Learning for Robust Identification of Complex Nonlinear Dynamical
Systems: Applications to Earth Systems Modeling},
journal = {CoRR},
volume = {abs/2008.05590},
year = {2020},
url = {https://arxiv.org/abs/2008.05590},
eprinttype = {arXiv},
eprint = {2008.05590},
timestamp = {Mon, 17 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-05590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/DuffyVLGNG19,
author = {Kate Duffy and
Thomas Vandal and
Shuang Li and
Sangram Ganguly and
Ramakrishna R. Nemani and
Auroop R. Ganguly},
title = {DeepEmSat: Deep Emulation for Satellite Data Mining},
journal = {Frontiers Big Data},
volume = {2},
pages = {42},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00042},
doi = {10.3389/FDATA.2019.00042},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/DuffyVLGNG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuCGD19,
author = {Yumin Liu and
Junxiang Chen and
Auroop R. Ganguly and
Jennifer G. Dy},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Nonparametric Mixture of Sparse Regressions on Spatio-Temporal Data
- An Application to Climate Prediction},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2556--2564},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330692},
doi = {10.1145/3292500.3330692},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuCGD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04604,
author = {Edward Collier and
Kate Duffy and
Sangram Ganguly and
Geri Madanguit and
Subodh Kalia and
Shreekant Gayaka and
Ramakrishna R. Nemani and
Andrew R. Michaelis and
Shuang Li and
Auroop R. Ganguly and
Supratik Mukhopadhyay},
title = {Progressively Growing Generative Adversarial Networks for High Resolution
Semantic Segmentation of Satellite Images},
journal = {CoRR},
volume = {abs/1902.04604},
year = {2019},
url = {http://arxiv.org/abs/1902.04604},
eprinttype = {arXiv},
eprint = {1902.04604},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-04604.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13408,
author = {Kate Duffy and
Thomas Vandal and
Weile Wang and
Ramakrishna R. Nemani and
Auroop R. Ganguly},
title = {Deep Learning Emulation of Multi-Angle Implementation of Atmospheric
Correction {(MAIAC)}},
journal = {CoRR},
volume = {abs/1910.13408},
year = {2019},
url = {http://arxiv.org/abs/1910.13408},
eprinttype = {arXiv},
eprint = {1910.13408},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/BhatiaGF18,
author = {Udit Bhatia and
Auroop R. Ganguly and
Stephen E. Flynn},
title = {Book Interview: \emph{Critical Infrastructures Resilience: Policy
and Engineering} \emph{Principles}},
journal = {Big Data},
volume = {6},
number = {3},
pages = {173--175},
year = {2018},
url = {https://doi.org/10.1089/big.2018.0099},
doi = {10.1089/BIG.2018.0099},
timestamp = {Tue, 15 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/BhatiaGF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/ClarkBKG18,
author = {Kevin L. Clark and
Udit Bhatia and
Evan Kodra and
Auroop R. Ganguly},
title = {Resilience of the {U.S.} National Airspace System Airport Network},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {19},
number = {12},
pages = {3785--3794},
year = {2018},
url = {https://doi.org/10.1109/TITS.2017.2784391},
doi = {10.1109/TITS.2017.2784391},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/ClarkBKG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/GangulyMST18,
author = {Auroop R. Ganguly and
Tanbay Mehta and
Ravi Sundaram and
Devesh Tiwari},
editor = {Ulrik Brandes and
Chandan Reddy and
Andrea Tagarelli},
title = {Resilience and the Coevolution of Interdependent Multiplex Networks},
booktitle = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
2018},
pages = {226--233},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ASONAM.2018.8508541},
doi = {10.1109/ASONAM.2018.8508541},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/GangulyMST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BhatiaG18,
author = {Udit Bhatia and
Auroop Ratan Ganguly},
editor = {Hanghang Tong and
Zhenhui Jessie Li and
Feida Zhu and
Jeffrey Yu},
title = {Extreme Values from Spatiotemporal Chaos: Precipitation Extremes and
Climate Variability},
booktitle = {2018 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Singapore, Singapore, November 17-20, 2018},
pages = {758--762},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICDMW.2018.00114},
doi = {10.1109/ICDMW.2018.00114},
timestamp = {Thu, 14 Nov 2019 15:37:05 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BhatiaG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CollierDGMKGNML18,
author = {Edward Collier and
Kate Duffy and
Sangram Ganguly and
Geri Madanguit and
Subodh Kalia and
Shreekant Gayaka and
Ramakrishna R. Nemani and
Andrew R. Michaelis and
Shuang Li and
Auroop R. Ganguly and
Supratik Mukhopadhyay},
editor = {Hanghang Tong and
Zhenhui Jessie Li and
Feida Zhu and
Jeffrey Yu},
title = {Progressively Growing Generative Adversarial Networks for High Resolution
Semantic Segmentation of Satellite Images},
booktitle = {2018 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Singapore, Singapore, November 17-20, 2018},
pages = {763--769},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICDMW.2018.00115},
doi = {10.1109/ICDMW.2018.00115},
timestamp = {Fri, 15 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CollierDGMKGNML18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/VandalKGMNG18,
author = {Thomas Vandal and
Evan Kodra and
Sangram Ganguly and
Andrew R. Michaelis and
Ramakrishna R. Nemani and
Auroop R. Ganguly},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Generating High Resolution Climate Change Projections through Single
Image Super-Resolution: An Abridged Version},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {5389--5393},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/759},
doi = {10.24963/IJCAI.2018/759},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/VandalKGMNG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/VandalKDGNG18,
author = {Thomas Vandal and
Evan Kodra and
Jennifer G. Dy and
Sangram Ganguly and
Ramakrishna R. Nemani and
Auroop R. Ganguly},
editor = {Yike Guo and
Faisal Farooq},
title = {Quantifying Uncertainty in Discrete-Continuous and Skewed Data with
Bayesian Deep Learning},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2377--2386},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219996},
doi = {10.1145/3219819.3219996},
timestamp = {Wed, 21 Nov 2018 12:44:27 +0100},
biburl = {https://dblp.org/rec/conf/kdd/VandalKDGNG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04742,
author = {Thomas Vandal and
Evan Kodra and
Jennifer G. Dy and
Sangram Ganguly and
Ramakrishna R. Nemani and
Auroop R. Ganguly},
title = {Quantifying Uncertainty in Discrete-Continuous and Skewed Data with
Bayesian Deep Learning},
journal = {CoRR},
volume = {abs/1802.04742},
year = {2018},
url = {http://arxiv.org/abs/1802.04742},
eprinttype = {arXiv},
eprint = {1802.04742},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KarpatneAFSBGSS17,
author = {Anuj Karpatne and
Gowtham Atluri and
James H. Faghmous and
Michael S. Steinbach and
Arindam Banerjee and
Auroop R. Ganguly and
Shashi Shekhar and
Nagiza F. Samatova and
Vipin Kumar},
title = {Theory-Guided Data Science: {A} New Paradigm for Scientific Discovery
from Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {10},
pages = {2318--2331},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2720168},
doi = {10.1109/TKDE.2017.2720168},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/KarpatneAFSBGSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/VandalKGMNG17,
author = {Thomas Vandal and
Evan Kodra and
Sangram Ganguly and
Andrew R. Michaelis and
Ramakrishna R. Nemani and
Auroop R. Ganguly},
title = {DeepSD: Generating High Resolution Climate Change Projections through
Single Image Super-Resolution},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1663--1672},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098004},
doi = {10.1145/3097983.3098004},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/VandalKGMNG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/gis/NajjarBG17,
author = {Shahed Najjar and
Udit Bhatia and
Auroop R. Ganguly},
editor = {Shashi Shekhar and
Hui Xiong and
Xun Zhou},
title = {Climate Adaptation, Introduction},
booktitle = {Encyclopedia of {GIS}},
pages = {173--179},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-17885-1\_1631},
doi = {10.1007/978-3-319-17885-1\_1631},
timestamp = {Fri, 03 Apr 2020 17:07:19 +0200},
biburl = {https://dblp.org/rec/reference/gis/NajjarBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/gis/BlumenfeldHHBMBGKG17,
author = {Laura Blumenfeld and
Tyler Hall and
Hayden Henderson and
Lindsey Bressler and
Catherine Moskos and
Udit Bhatia and
Poulomi Ganguli and
Devashish Kumar and
Auroop R. Ganguly},
editor = {Shashi Shekhar and
Hui Xiong and
Xun Zhou},
title = {Climate and Human Stresses on the Water-Energy-Food Nexus},
booktitle = {Encyclopedia of {GIS}},
pages = {179--188},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-17885-1\_1633},
doi = {10.1007/978-3-319-17885-1\_1633},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/gis/BlumenfeldHHBMBGKG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/gis/BresslerMTHBFKMMRRG17,
author = {Lindsey Bressler and
Kara Morgan and
Allison Traylor and
Hayden Henderson and
Udit Bhatia and
Babak Fard and
Devashish Kumar and
Rajarshi Majumder and
Sourav Mukherji and
Joyashree Roy and
Matthias Ruth and
Auroop R. Ganguly},
editor = {Shashi Shekhar and
Hui Xiong and
Xun Zhou},
title = {Climate Change and Developmental Economies},
booktitle = {Encyclopedia of {GIS}},
pages = {188},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-17885-1\_1635},
doi = {10.1007/978-3-319-17885-1\_1635},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/gis/BresslerMTHBFKMMRRG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/gis/HendersonBTBKKG17,
author = {Hayden Henderson and
Laura Blumenfeld and
Allison Traylor and
Udit Bhatia and
Devashish Kumar and
Evan Kodra and
Auroop R. Ganguly},
editor = {Shashi Shekhar and
Hui Xiong and
Xun Zhou},
title = {Climate Extremes and Informing Adaptation},
booktitle = {Encyclopedia of {GIS}},
pages = {196--206},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-17885-1\_1632},
doi = {10.1007/978-3-319-17885-1\_1632},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/gis/HendersonBTBKKG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/gis/BhatiaTMBBHHCDKKFKHG17,
author = {Udit Bhatia and
Allison Traylor and
Catherine Moskos and
Laura Blumenfeld and
Lindsey Bressler and
Tyler Hall and
Rachael Heiss and
Kevin D. Clark and
Nan Deng and
Devashish Kumar and
Evan Kodra and
Stephen E. Flynn and
Haris N. Koutsopoulos and
Jerome F. Hajjar and
Auroop R. Ganguly},
editor = {Shashi Shekhar and
Hui Xiong and
Xun Zhou},
title = {Climate Hazards and Critical Infrastructures Resilience},
booktitle = {Encyclopedia of {GIS}},
pages = {206--216},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-17885-1\_1634},
doi = {10.1007/978-3-319-17885-1\_1634},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/gis/BhatiaTMBBHHCDKKFKHG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/gis/MoskosHBBKKG17,
author = {Catherine Moskos and
Hayden Henderson and
Lindsey Bressler and
Udit Bhatia and
Devashish Kumar and
Evan Kodra and
Auroop R. Ganguly},
editor = {Shashi Shekhar and
Hui Xiong and
Xun Zhou},
title = {Informing Climate Adaptation with Earth System Models and Big Data},
booktitle = {Encyclopedia of {GIS}},
pages = {1050--1054},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-17885-1\_1626},
doi = {10.1007/978-3-319-17885-1\_1626},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/gis/MoskosHBBKKG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VandalKGMNG17,
author = {Thomas Vandal and
Evan Kodra and
Sangram Ganguly and
Andrew R. Michaelis and
Ramakrishna R. Nemani and
Auroop R. Ganguly},
title = {DeepSD: Generating High Resolution Climate Change Projections through
Single Image Super-Resolution},
journal = {CoRR},
volume = {abs/1703.03126},
year = {2017},
url = {http://arxiv.org/abs/1703.03126},
eprinttype = {arXiv},
eprint = {1703.03126},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VandalKGMNG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KarpatneAFSBGSS16,
author = {Anuj Karpatne and
Gowtham Atluri and
James H. Faghmous and
Michael S. Steinbach and
Arindam Banerjee and
Auroop R. Ganguly and
Shashi Shekhar and
Nagiza F. Samatova and
Vipin Kumar},
title = {Theory-guided Data Science: {A} New Paradigm for Scientific Discovery},
journal = {CoRR},
volume = {abs/1612.08544},
year = {2016},
url = {http://arxiv.org/abs/1612.08544},
eprinttype = {arXiv},
eprint = {1612.08544},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/KarpatneAFSBGSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cse/GangulyKGSK15,
author = {Auroop R. Ganguly and
Devashish Kumar and
Poulomi Ganguli and
Geoffrey Short and
James Klausner},
title = {Climate Adaptation Informatics: Water Stress on Power Production},
journal = {Comput. Sci. Eng.},
volume = {17},
number = {6},
pages = {53--60},
year = {2015},
url = {https://doi.org/10.1109/MCSE.2015.106},
doi = {10.1109/MCSE.2015.106},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cse/GangulyKGSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DasGO15,
author = {Debasish Das and
Auroop R. Ganguly and
Zoran Obradovic},
title = {A Bayesian Sparse Generalized Linear Model With an Application to
Multiscale Covariate Discovery for Observed Rainfall Extremes Over
the United States},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {53},
number = {12},
pages = {6689--6702},
year = {2015},
url = {https://doi.org/10.1109/TGRS.2015.2445911},
doi = {10.1109/TGRS.2015.2445911},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/DasGO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/FaghmousBSSKGS14,
author = {James H. Faghmous and
Arindam Banerjee and
Shashi Shekhar and
Michael S. Steinbach and
Vipin Kumar and
Auroop R. Ganguly and
Nagiza F. Samatova},
title = {Theory-Guided Data Science for Climate Change},
journal = {Computer},
volume = {47},
number = {11},
pages = {74--78},
year = {2014},
url = {https://doi.org/10.1109/MC.2014.335},
doi = {10.1109/MC.2014.335},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/computer/FaghmousBSSKGS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KawaleLKSSKGSS13,
author = {Jaya Kawale and
Stefan Liess and
Arjun Kumar and
Michael S. Steinbach and
Peter K. Snyder and
Vipin Kumar and
Auroop R. Ganguly and
Nagiza F. Samatova and
Fredrick H. M. Semazzi},
title = {A graph-based approach to find teleconnections in climate data},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {3},
pages = {158--179},
year = {2013},
url = {https://doi.org/10.1002/sam.11181},
doi = {10.1002/SAM.11181},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/KawaleLKSSKGSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/GangulyWOBHGKFEMJMCSS13,
author = {Auroop R. Ganguly and
Joseph Whitmeyer and
Olufemi A. Omitaomu and
Peter Brecke and
Mirsad Hadzikadic and
Paul Gilman and
Moutaz Khouja and
Steven J. Fernandez and
Christopher N. Eichelberger and
Thom McLean and
Cathy Jiao and
Erin Middleton and
Ted Carmichael and
Amar Saric and
Min Sun},
editor = {Mirsad Hadzikadic and
Sean O'Brien and
Moutaz Khouja},
title = {Towards a Characterization and Systematic Evaluation Framework for
Theories and Models of Human, Social, Behavioral, and Cultural Processes
within Agent-Based Models},
booktitle = {Managing Complexity: Practical Considerations in the Development and
Application of ABMs to Contemporary Policy Challenges},
series = {Studies in Computational Intelligence},
volume = {504},
pages = {93--136},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-39295-5\_8},
doi = {10.1007/978-3-642-39295-5\_8},
timestamp = {Tue, 16 May 2017 14:24:36 +0200},
biburl = {https://dblp.org/rec/series/sci/GangulyWOBHGKFEMJMCSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gandc/ParishKSG12,
author = {Esther S. Parish and
Evan Kodra and
Karsten Steinhaeuser and
Auroop R. Ganguly},
title = {Estimating future global per capita water availability based on changes
in climate and population},
journal = {Comput. Geosci.},
volume = {42},
pages = {79--86},
year = {2012},
url = {https://doi.org/10.1016/j.cageo.2012.01.019},
doi = {10.1016/J.CAGEO.2012.01.019},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gandc/ParishKSG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidu/KawaleLKLG12,
author = {Jaya Kawale and
Stefan Liess and
Vipin Kumar and
Upmanu Lall and
Auroop R. Ganguly},
title = {Mining time-lagged relationships in spatio-temporal climate data},
booktitle = {2012 Conference on Intelligent Data Understanding, {CIDU} 2012, Boulder,
CO, USA, October 24-26, 2012},
pages = {130--135},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIDU.2012.6382194},
doi = {10.1109/CIDU.2012.6382194},
timestamp = {Tue, 09 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidu/KawaleLKLG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/DasKOG12,
author = {Debasish Das and
Evan Kodra and
Zoran Obradovic and
Auroop R. Ganguly},
editor = {Luc De Raedt and
Christian Bessiere and
Didier Dubois and
Patrick Doherty and
Paolo Frasconi and
Fredrik Heintz and
Peter J. F. Lucas},
title = {Mining Extremes: Severe Rainfall and Climate Change},
booktitle = {{ECAI} 2012 - 20th European Conference on Artificial Intelligence.
Including Prestigious Applications of Artificial Intelligence {(PAIS-2012)}
System Demonstrations Track, Montpellier, France, August 27-31 , 2012},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {242},
pages = {899--900},
publisher = {{IOS} Press},
year = {2012},
url = {https://doi.org/10.3233/978-1-61499-098-7-899},
doi = {10.3233/978-1-61499-098-7-899},
timestamp = {Mon, 19 Jun 2023 16:36:09 +0200},
biburl = {https://dblp.org/rec/conf/ecai/DasKOG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/VatsavaiGCSKS12,
author = {Ranga Raju Vatsavai and
Auroop R. Ganguly and
Varun Chandola and
Anthony Stefanidis and
Scott Klasky and
Shashi Shekhar},
editor = {Varun Chandola and
Ranga Raju Vatsavai and
Chetan Gupta},
title = {Spatiotemporal data mining in the era of big spatial data: algorithms
and applications},
booktitle = {Proceedings of the 1st {ACM} {SIGSPATIAL} International Workshop on
Analytics for Big Geospatial Data, BigSpatial@SIGSPATIAL 2012, Redondo
Beach, CA, USA, November 6, 2012},
pages = {1--10},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2447481.2447482},
doi = {10.1145/2447481.2447482},
timestamp = {Mon, 25 Mar 2019 12:12:16 +0100},
biburl = {https://dblp.org/rec/conf/gis/VatsavaiGCSKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/DasGCKO12,
author = {Debasish Das and
Auroop R. Ganguly and
Snigdhansu Chatterjee and
Vipin Kumar and
Zoran Obradovic},
title = {Spatially penalized regression for dependence analysis of rare events:
{A} study in precipitation extremes},
booktitle = {2012 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2012, Munich, Germany, July 22-27, 2012},
pages = {1948--1951},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IGARSS.2012.6351120},
doi = {10.1109/IGARSS.2012.6351120},
timestamp = {Tue, 09 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/DasGCKO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChatterjeeSBCG12,
author = {Soumyadeep Chatterjee and
Karsten Steinhaeuser and
Arindam Banerjee and
Snigdhansu Chatterjee and
Auroop R. Ganguly},
title = {Sparse Group Lasso: Consistency and Climate Applications},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {47--58},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.5},
doi = {10.1137/1.9781611972825.5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChatterjeeSBCG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SteinhaeuserCG11,
author = {Karsten Steinhaeuser and
Nitesh V. Chawla and
Auroop R. Ganguly},
title = {Complex networks as a unified framework for descriptive analysis and
predictive modeling in climate science},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {5},
pages = {497--511},
year = {2011},
url = {https://doi.org/10.1002/sam.10100},
doi = {10.1002/SAM.10100},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SteinhaeuserCG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/PelanSCPG11,
author = {Alex Pelan and
Karsten Steinhaeuser and
Nitesh V. Chawla and
Dilkushi A. de Alwis Pitts and
Auroop R. Ganguly},
title = {Empirical comparison of correlation measures and pruning levels in
complex networks representing the global climate system},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Data Mining, {CIDM} 2011, part of the {IEEE} Symposium Series
on Computational Intelligence 2011, April 11-15, 2011, Paris, France},
pages = {239--245},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CIDM.2011.5949305},
doi = {10.1109/CIDM.2011.5949305},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidm/PelanSCPG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidu/KawaleLKSGSSSK11,
author = {Jaya Kawale and
Stefan Liess and
Arjun Kumar and
Michael S. Steinbach and
Auroop R. Ganguly and
Nagiza F. Samatova and
Fredrick H. M. Semazzi and
Peter K. Snyder and
Vipin Kumar},
editor = {Ashok N. Srivastava and
Nitesh V. Chawla and
Amal Shehan Perera},
title = {Data Guided Discovery of Dynamic Climate Dipoles},
booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding,
{CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}},
pages = {30--44},
publisher = {{NASA} Ames Research Center},
year = {2011},
url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidu/KawaleLKSGSSSK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChatterjeeBCG11,
author = {Soumyadeep Chatterjee and
Arindam Banerjee and
Snigdhansu Chatterjee and
Auroop R. Ganguly},
editor = {Myra Spiliopoulou and
Haixun Wang and
Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Sparse Group Lasso for Regression on Land Climate Variables},
booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
on, Vancouver, BC, Canada, December 11, 2011},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDMW.2011.155},
doi = {10.1109/ICDMW.2011.155},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChatterjeeBCG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssd/SteinhaeuserCG11,
author = {Karsten Steinhaeuser and
Nitesh V. Chawla and
Auroop R. Ganguly},
editor = {Dieter Pfoser and
Yufei Tao and
Kyriakos Mouratidis and
Mario A. Nascimento and
Mohamed F. Mokbel and
Shashi Shekhar and
Yan Huang},
title = {Comparing Predictive Power in Climate Data: Clustering Matters},
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 = {39--55},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22922-0\_4},
doi = {10.1007/978-3-642-22922-0\_4},
timestamp = {Tue, 02 Jan 2024 12:43:46 +0100},
biburl = {https://dblp.org/rec/conf/ssd/SteinhaeuserCG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/procedia/HoffmanLMBGHHKV11,
author = {Forrest M. Hoffman and
Jay Walter Larson and
Richard Tran Mills and
Bj{\o}rn{-}Gustaf J. Brooks and
Auroop R. Ganguly and
William W. Hargrove and
Jian Huang and
Jitendra Kumar and
Ranga Raju Vatsavai},
editor = {Mitsuhisa Sato and
Satoshi Matsuoka and
Peter M. A. Sloot and
G. Dick van Albada and
Jack J. Dongarra},
title = {Data Mining in Earth System Science {(DMESS} 2011)},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2011, Nanyang Technological University, Singapore, 1-3 June,
2011},
series = {Procedia Computer Science},
volume = {4},
pages = {1450--1455},
publisher = {Elsevier},
year = {2011},
url = {https://doi.org/10.1016/j.procs.2011.04.157},
doi = {10.1016/J.PROCS.2011.04.157},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/procedia/HoffmanLMBGHHKV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/knowledge/KhanGG11,
author = {Shiraj Khan and
Auroop R. Ganguly and
Amar Gupta},
editor = {David G. Schwartz and
Dov Te'eni},
title = {Creating Knowledge for Business Decision Making},
booktitle = {Encyclopedia of Knowledge Management, Second Edition},
pages = {150--162},
publisher = {{IGI} Global},
year = {2011},
url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=48966},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/knowledge/KhanGG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/SteinhaeuserCG10,
author = {Karsten Steinhaeuser and
Nitesh V. Chawla and
Auroop R. Ganguly},
title = {An exploration of climate data using complex networks},
journal = {{SIGKDD} Explor.},
volume = {12},
number = {1},
pages = {25--32},
year = {2010},
url = {https://doi.org/10.1145/1882471.1882476},
doi = {10.1145/1882471.1882476},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/SteinhaeuserCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/ChandolaOGVCGG10,
author = {Varun Chandola and
Olufemi A. Omitaomu and
Auroop R. Ganguly and
Ranga Raju Vatsavai and
Nitesh V. Chawla and
Jo{\~{a}}o Gama and
Mohamed Medhat Gaber},
title = {Knowledge discovery from sensor data (SensorKDD)},
journal = {{SIGKDD} Explor.},
volume = {12},
number = {2},
pages = {50--53},
year = {2010},
url = {https://doi.org/10.1145/1964897.1964911},
doi = {10.1145/1964897.1964911},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/ChandolaOGVCGG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidu/SteinhaeuserCG10,
author = {Karsten Steinhaeuser and
Nitesh V. Chawla and
Auroop R. Ganguly},
editor = {Ashok N. Srivastava and
Nitesh V. Chawla and
Philip S. Yu and
Paul Melby},
title = {Complex Networks In Climate Science: Progress, Opportunities And Challenges},
booktitle = {Proceedings of the 2010 Conference on Intelligent Data Understanding,
{CIDU} 2010, October 5-6, 2010, Mountain View, California, {USA}},
pages = {16--26},
publisher = {{NASA} Ames Research Center},
year = {2010},
url = {http://c3.ndc.nasa.gov/dashlink/resources/224/},
timestamp = {Fri, 07 Jan 2011 22:30:38 +0100},
biburl = {https://dblp.org/rec/conf/cidu/SteinhaeuserCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidu/RaceSGSK10,
author = {Caitlin Race and
Michael S. Steinbach and
Auroop R. Ganguly and
Fredrick H. M. Semazzi and
Vipin Kumar},
editor = {Ashok N. Srivastava and
Nitesh V. Chawla and
Philip S. Yu and
Paul Melby},
title = {A Knowledge Discovery Strategy for Relating Sea Surface Temperatures
to Frequencies of Tropical Storms and Generating Predictions of Hurricanes
Under 21st-century Global Warming Scenarios},
booktitle = {Proceedings of the 2010 Conference on Intelligent Data Understanding,
{CIDU} 2010, October 5-6, 2010, Mountain View, California, {USA}},
pages = {204--212},
publisher = {{NASA} Ames Research Center},
year = {2010},
url = {http://c3.ndc.nasa.gov/dashlink/resources/238/},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidu/RaceSGSK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2008sensor,
editor = {Mohamed Medhat Gaber and
Ranga Raju Vatsavai and
Olufemi A. Omitaomu and
Jo{\~{a}}o Gama and
Nitesh V. Chawla and
Auroop R. Ganguly},
title = {Knowledge Discovery from Sensor Data, Second International Workshop,
Sensor-KDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {5840},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12519-5},
doi = {10.1007/978-3-642-12519-5},
isbn = {978-3-642-12518-8},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2008sensor.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/GamaGOVG09,
author = {Jo{\~{a}}o Gama and
Auroop R. Ganguly and
Olufemi A. Omitaomu and
Ranga Raju Vatsavai and
Mohamed Medhat Gaber},
title = {Knowledge discovery from data streams},
journal = {Intell. Data Anal.},
volume = {13},
number = {3},
pages = {403--404},
year = {2009},
url = {https://doi.org/10.3233/IDA-2009-0372},
doi = {10.3233/IDA-2009-0372},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/GamaGOVG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/AgovicBGP09,
author = {Amrudin Agovic and
Arindam Banerjee and
Auroop R. Ganguly and
Vladimir Protopopescu},
title = {Anomaly detection using manifold embedding and its applications in
transportation corridors},
journal = {Intell. Data Anal.},
volume = {13},
number = {3},
pages = {435--455},
year = {2009},
url = {https://doi.org/10.3233/IDA-2009-0375},
doi = {10.3233/IDA-2009-0375},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/AgovicBGP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/OmitaomuVGCGG09,
author = {Olufemi A. Omitaomu and
Ranga Raju Vatsavai and
Auroop R. Ganguly and
Nitesh V. Chawla and
Jo{\~{a}}o Gama and
Mohamed Medhat Gaber},
title = {Knowledge discovery from sensor data (SensorKDD)},
journal = {{SIGKDD} Explor.},
volume = {11},
number = {2},
pages = {84--87},
year = {2009},
url = {https://doi.org/10.1145/1809400.1809417},
doi = {10.1145/1809400.1809417},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/OmitaomuVGCGG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/OmitaomuGPP09,
author = {Olufemi A. Omitaomu and
Auroop R. Ganguly and
Bruce W. Patton and
Vladimir A. Protopopescu},
title = {Anomaly Detection in Radiation Sensor Data With Application to Transportation
Security},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {10},
number = {2},
pages = {324--334},
year = {2009},
url = {https://doi.org/10.1109/TITS.2009.2020190},
doi = {10.1109/TITS.2009.2020190},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/OmitaomuGPP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/GangulySSPKB09,
author = {Auroop R. Ganguly and
Karsten Steinhaeuser and
Alexandre Sorokine and
Esther S. Parish and
Shih{-}Chieh Kao and
Marcia L. Branstetter},
editor = {Divyakant Agrawal and
Walid G. Aref and
Chang{-}Tien Lu and
Mohamed F. Mokbel and
Peter Scheuermann and
Cyrus Shahabi and
Ouri Wolfson},
title = {Geographic analysis {\&} visualization of climate extremes for
the Quadrennial Defense Review},
booktitle = {17th {ACM} {SIGSPATIAL} International Symposium on Advances in Geographic
Information Systems, {ACM-GIS} 2009, November 4-6, 2009, Seattle,
Washington, USA, Proceedings},
pages = {542--543},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1653771.1653867},
doi = {10.1145/1653771.1653867},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/GangulySSPKB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/EricksonDAGHPON09,
author = {David Erickson and
Jamison Daniel and
Melissa R. Allen and
Auroop R. Ganguly and
Forrest M. Hoffman and
Steven Pawson and
Lesley Ott and
Eric Neilson},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Data Mining Geophysical Content from Satellites and Global Climate
Models},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {214--216},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.109},
doi = {10.1109/ICDMW.2009.109},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/EricksonDAGHPON09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KaoGS09,
author = {Shih{-}Chieh Kao and
Auroop R. Ganguly and
Karsten Steinhaeuser},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Motivating Complex Dependence Structures in Data Mining: {A} Case
Study with Anomaly Detection in Climate},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {223--230},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.37},
doi = {10.1109/ICDMW.2009.37},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KaoGS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SteinhaeuserCG09,
author = {Karsten Steinhaeuser and
Nitesh V. Chawla and
Auroop R. Ganguly},
editor = {Olufemi A. Omitaomu and
Auroop R. Ganguly and
Jo{\~{a}}o Gama and
Ranga Raju Vatsavai and
Nitesh V. Chawla and
Mohamed Medhat Gaber},
title = {An exploration of climate data using complex networks},
booktitle = {Proceedings of the Third International Workshop on Knowledge Discovery
from Sensor Data, Paris, France, June 28, 2009},
pages = {23--31},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1601966.1601973},
doi = {10.1145/1601966.1601973},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SteinhaeuserCG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2009sensor,
editor = {Olufemi A. Omitaomu and
Auroop R. Ganguly and
Jo{\~{a}}o Gama and
Ranga Raju Vatsavai and
Nitesh V. Chawla and
Mohamed Medhat Gaber},
title = {Proceedings of the Third International Workshop on Knowledge Discovery
from Sensor Data, Paris, France, June 28, 2009},
publisher = {{ACM}},
year = {2009},
isbn = {978-1-60558-668-7},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2009sensor.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/VatsavaiOGCGG08,
author = {Ranga Raju Vatsavai and
Olufemi A. Omitaomu and
Jo{\~{a}}o Gama and
Nitesh V. Chawla and
Mohamed Medhat Gaber and
Auroop R. Ganguly},
title = {Knowledge discovery from sensor data (SensorKDD)},
journal = {{SIGKDD} Explor.},
volume = {10},
number = {2},
pages = {68--73},
year = {2008},
url = {https://doi.org/10.1145/1540276.1540297},
doi = {10.1145/1540276.1540297},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/VatsavaiOGCGG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GangulyS08,
author = {Auroop R. Ganguly and
Karsten Steinhaeuser},
title = {Data Mining for Climate Change and Impacts},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {385--394},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.30},
doi = {10.1109/ICDMW.2008.30},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GangulyS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FangOG08,
author = {Yi Fang and
Olufemi A. Omitaomu and
Auroop R. Ganguly},
editor = {Mohamed Medhat Gaber and
Ranga Raju Vatsavai and
Olufemi A. Omitaomu and
Jo{\~{a}}o Gama and
Nitesh V. Chawla and
Auroop R. Ganguly},
title = {Incremental Anomaly Detection Approach for Characterizing Unusual
Profiles},
booktitle = {Knowledge Discovery from Sensor Data, Second International Workshop,
Sensor-KDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {5840},
pages = {190--202},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-12519-5\_11},
doi = {10.1007/978-3-642-12519-5\_11},
timestamp = {Thu, 16 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FangOG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jeco/GuptaSMG07,
author = {Amar Gupta and
Satwik Seshasai and
Sourav Mukherji and
Auroop R. Ganguly},
title = {Offshoring: The Transition From Economic Drivers Toward Strategic
Global Partnership and 24-Hour Knowledge Factory},
journal = {J. Electron. Commer. Organ.},
volume = {5},
number = {2},
pages = {1--23},
year = {2007},
url = {https://doi.org/10.4018/jeco.2007040101},
doi = {10.4018/JECO.2007040101},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jeco/GuptaSMG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FangGSVFP06,
author = {Yi Fang and
Auroop R. Ganguly and
Nagendra Singh and
Veeraraghavan Vijayaraj and
Neal Feierabend and
David T. Potere},
title = {Online change detection: Monitoring land cover from remotely sensed
data},
booktitle = {Workshops Proceedings of the 6th {IEEE} International Conference on
Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {626--631},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDMW.2006.125},
doi = {10.1109/ICDMW.2006.125},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FangGSVFP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cse/Ganguly02,
author = {Auroop R. Ganguly},
title = {A hybrid approach to improving rainfall forecasts},
journal = {Comput. Sci. Eng.},
volume = {4},
number = {4},
pages = {14--21},
year = {2002},
url = {https://doi.org/10.1109/MCISE.2002.1014976},
doi = {10.1109/MCISE.2002.1014976},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cse/Ganguly02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/Reyes-AldasoroG99,
author = {Constantino Carlos Reyes{-}Aldasoro and
Auroop R. Ganguly and
G. Lemus and
Amar Gupta},
title = {A hybrid model based on dynamic programming, neural networks, and
surrogate value for inventory optimisation applications},
journal = {J. Oper. Res. Soc.},
volume = {50},
number = {1},
pages = {85--94},
year = {1999},
url = {https://doi.org/10.1057/palgrave.jors.2600658},
doi = {10.1057/PALGRAVE.JORS.2600658},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jors/Reyes-AldasoroG99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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