@inproceedings{DBLP:conf/dcoss/AhmedHFAJPYR24,
author = {Masud Ahmed and
Zahid Hasan and
Abu Zaher Md Faridee and
Mohammad Saeid Anwar and
Kasthuri Jayarajah and
Sanjay Purushotham and
Suya You and
Nirmalya Roy},
title = {ARSFineTune: On-the-Fly Tuning of Vision Models for Unmanned Ground
Vehicles},
booktitle = {20th International Conference on Distributed Computing in Smart Systems
and the Internet of Things, DCOSS-IoT 2024, Abu Dhabi, United Arab
Emirates, April 29 - May 1, 2024},
pages = {170--178},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/DCOSS-IoT61029.2024.00033},
doi = {10.1109/DCOSS-IOT61029.2024.00033},
timestamp = {Mon, 19 Aug 2024 20:57:13 +0200},
biburl = {https://dblp.org/rec/conf/dcoss/AhmedHFAJPYR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/TusharAWZP24,
author = {Zahid Hassan Tushar and
Adeleke Ademakinwa and
Jianwu Wang and
Zhibo Zhang and
Sanjay Purushotham},
title = {CloudUNet: Adapting UNet for Retrieving Cloud Properties},
booktitle = {{IGARSS} 2024 - 2024 {IEEE} International Geoscience and Remote Sensing
Symposium, Athens, Greece, July 7-12, 2024},
pages = {7163--7167},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IGARSS53475.2024.10642706},
doi = {10.1109/IGARSS53475.2024.10642706},
timestamp = {Thu, 26 Sep 2024 12:36:11 +0200},
biburl = {https://dblp.org/rec/conf/igarss/TusharAWZP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/TamaJP24,
author = {Bayu Adhi Tama and
Vandana P. Janeja and
Sanjay Purushotham},
title = {Assessing Annotation Accuracy in Ice Sheets Using Quantitative Metrics},
booktitle = {{IGARSS} 2024 - 2024 {IEEE} International Geoscience and Remote Sensing
Symposium, Athens, Greece, July 7-12, 2024},
pages = {7572--7575},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IGARSS53475.2024.10641691},
doi = {10.1109/IGARSS53475.2024.10641691},
timestamp = {Thu, 26 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/TamaJP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PurushothamSWH024,
author = {Sanjay Purushotham and
Dongjin Song and
Qingsong Wen and
Jun Huan and
Cong Shen and
Stefan Zohren and
Yuriy Nevmyvaka},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {The 10th Mining and Learning from Time Series Workshop: From Classical
Methods to LLMs},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {6733--6734},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671489},
doi = {10.1145/3637528.3671489},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PurushothamSWH024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-09535,
author = {Bayu Adhi Tama and
Vandana Pursnani Janeja and
Sanjay Purushotham},
title = {Assessing Annotation Accuracy in Ice Sheets Using Quantitative Metrics},
journal = {CoRR},
volume = {abs/2407.09535},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.09535},
doi = {10.48550/ARXIV.2407.09535},
eprinttype = {arXiv},
eprint = {2407.09535},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-09535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-14674,
author = {Seraj Al Mahmud Mostafa and
Omar Faruque and
Chenxi Wang and
Jia Yue and
Sanjay Purushotham and
Jianwu Wang},
title = {gWaveNet: Classification of Gravity Waves from Noisy Satellite Data
using Custom Kernel Integrated Deep Learning Method},
journal = {CoRR},
volume = {abs/2408.14674},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.14674},
doi = {10.48550/ARXIV.2408.14674},
eprinttype = {arXiv},
eprint = {2408.14674},
timestamp = {Sat, 28 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-14674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HuangWZPW23,
author = {Xin Huang and
Chenxi Wang and
Wenbin Zhang and
Sanjay Purushotham and
Jianwu Wang},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {{DRLO:} Deep Representation Learning for Large Scale Off-track Satellite
Remote Sensing Data},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {1410--1418},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386306},
doi = {10.1109/BIGDATA59044.2023.10386306},
timestamp = {Mon, 30 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/HuangWZPW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RahmanP23,
author = {Md Mahmudur Rahman and
Sanjay Purushotham},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Federated Competing Risk Analysis},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {2106--2115},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614880},
doi = {10.1145/3583780.3614880},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/RahmanP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icb/OrdunRP23,
author = {Catherine Ordun and
Edward Raff and
Sanjay Purushotham},
title = {Vista Morph - Unsupervised Image Registration of Visible-Thermal Facial
Pairs},
booktitle = {{IEEE} International Joint Conference on Biometrics, {IJCB} 2023,
Ljubljana, Slovenia, September 25-28, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCB57857.2023.10448887},
doi = {10.1109/IJCB57857.2023.10448887},
timestamp = {Wed, 13 Mar 2024 19:10:51 +0100},
biburl = {https://dblp.org/rec/conf/icb/OrdunRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/OrdunRP23,
author = {Catherine Ordun and
Edward Raff and
Sanjay Purushotham},
title = {When Visible-to-Thermal Facial {GAN} Beats Conditional Diffusion},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2023,
Kuala Lumpur, Malaysia, October 8-11, 2023},
pages = {181--185},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICIP49359.2023.10223118},
doi = {10.1109/ICIP49359.2023.10223118},
timestamp = {Tue, 21 Nov 2023 12:38:06 +0100},
biburl = {https://dblp.org/rec/conf/icip/OrdunRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/HasanAFPKLR23,
author = {Zahid Hasan and
Masud Ahmed and
Abu Zaher Md Faridee and
Sanjay Purushotham and
Heesung Kwon and
Hyungtae Lee and
Nirmalya Roy},
title = {{NEV-NCD:} Negative Learning, Entropy, and Variance Regularization
Based Novel Action Categories Discovery},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2023,
Kuala Lumpur, Malaysia, October 8-11, 2023},
pages = {2720--2724},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICIP49359.2023.10222474},
doi = {10.1109/ICIP49359.2023.10222474},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/HasanAFPKLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/MostafaWHPW23,
author = {Seraj Al Mahmud Mostafa and
Jinbo Wang and
Benjamin Holt and
Sanjay Purushotham and
Jianwu Wang},
title = {{CNN} based Ocean Eddy Detection Using Cloud Services},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2023, Pasadena, CA, USA, July 16-21, 2023},
pages = {4052--4055},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IGARSS52108.2023.10283367},
doi = {10.1109/IGARSS52108.2023.10283367},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/MostafaWHPW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RahmanP23,
author = {Md. Mahmudur Rahman and
Sanjay Purushotham},
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 = {FedPseudo: Privacy-Preserving Pseudo Value-Based Deep Learning Models
for Federated Survival Analysis},
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 = {1999--2009},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599348},
doi = {10.1145/3580305.3599348},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RahmanP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PurushothamSWH023,
author = {Sanjay Purushotham and
Dongjin Song and
Qingsong Wen and
Jun Huan and
Cong Shen and
Yuriy Nevmyvaka},
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 = {The 9th {SIGKDD} International Workshop on Mining and Learning from
Time Series},
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 = {5876--5877},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599214},
doi = {10.1145/3580305.3599214},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PurushothamSWH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/OrdunCRPKRG23,
author = {Catherine Ordun and
Alexandra N. Cha and
Edward Raff and
Sanjay Purushotham and
Karen Kwok and
Mason Rule and
James L. Gulley},
editor = {Siva Teja Kakileti and
Geetha Manjunath and
Robert G. Schwartz and
Alejandro F. Frangi},
title = {A Generative Approach for Image Registration of Visible-Thermal {(VT)}
Cancer Faces},
booktitle = {Artificial Intelligence Over Infrared Images for Medical Applications
{(AIIIMA} 2023) - Second International Workshop Held in Conjunction
with {MICCAI} 2023, Vancouver, BC, Canada, October 2, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14298},
pages = {91--100},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44511-8\_7},
doi = {10.1007/978-3-031-44511-8\_7},
timestamp = {Sun, 08 Oct 2023 13:20:03 +0200},
biburl = {https://dblp.org/rec/conf/miccai/OrdunCRPKRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RahmanP23,
author = {Md Mahmudur Rahman and
Sanjay Purushotham},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Multi-state Survival Analysis using Pseudo value-based Deep Neural
Networks},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {757--765},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch85},
doi = {10.1137/1.9781611977653.CH85},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RahmanP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartcomp/AhmedHYOPYR23,
author = {Masud Ahmed and
Zahid Hasan and
Tim Yingling and
Eric O'Leary and
Sanjay Purushotham and
Suya You and
Nirmalya Roy},
title = {An Online Continuous Semantic Segmentation Framework With Minimal
Labeling Efforts},
booktitle = {2023 {IEEE} International Conference on Smart Computing, {SMARTCOMP}
2023, Nashville, TN, USA, June 26-30, 2023},
pages = {116--123},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SMARTCOMP58114.2023.00032},
doi = {10.1109/SMARTCOMP58114.2023.00032},
timestamp = {Tue, 15 Aug 2023 09:17:51 +0200},
biburl = {https://dblp.org/rec/conf/smartcomp/AhmedHYOPYR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/DengDALPPWW23,
author = {Jun Deng and
Ying Ding and
Luke Achenie and
Jinwei Liu and
Shimei Pan and
Sanjay Purushotham and
Huanmei Wu and
Qi Wang},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {International Workshop on Digital Twins for Smart Health},
booktitle = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
Austin, TX, USA, 30 April 2023 - 4 May 2023},
pages = {988},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543873.3589752},
doi = {10.1145/3543873.3589752},
timestamp = {Mon, 28 Aug 2023 21:17:11 +0200},
biburl = {https://dblp.org/rec/conf/www/DengDALPPWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2023misail,
editor = {Jonghye Woo and
Alessa Hering and
Wilson Silva and
Xiang Li and
Huazhu Fu and
Xiaofeng Liu and
Fangxu Xing and
Sanjay Purushotham and
Tejas Sudharshan Mathai and
Pritam Mukherjee and
Max De Grauw and
Regina Beets{-}Tan and
Valentina Corbetta and
Elmar Kotter and
Mauricio Reyes and
Christian F. Baumgartner and
Quanzheng Li and
Richard M. Leahy and
Bin Dong and
Hao Chen and
Yuankai Huo and
Jinglei Lv and
Xinxing Xu and
Xiaomeng Li and
Dwarikanath Mahapatra and
Li Cheng and
Caroline Petitjean and
Beno{\^{\i}}t Presles},
title = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 Workshops - {MTSAIL} 2023, {LEAF} 2023, AI4Treat 2023, {MMMI}
2023, {REMIA} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver,
BC, Canada, October 8-12, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14394},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-47425-5},
doi = {10.1007/978-3-031-47425-5},
isbn = {978-3-031-47424-8},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2023misail.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09395,
author = {Catherine Ordun and
Edward Raff and
Sanjay Purushotham},
title = {When Visible-to-Thermal Facial {GAN} Beats Conditional Diffusion},
journal = {CoRR},
volume = {abs/2302.09395},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09395},
doi = {10.48550/ARXIV.2302.09395},
eprinttype = {arXiv},
eprint = {2302.09395},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-07354,
author = {Zahid Hasan and
Masud Ahmed and
Abu Zaher Md Faridee and
Sanjay Purushotham and
Heesung Kwon and
Hyungtae Lee and
Nirmalya Roy},
title = {{NEV-NCD:} Negative Learning, Entropy, and Variance regularization
based novel action categories discovery},
journal = {CoRR},
volume = {abs/2304.07354},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07354},
doi = {10.48550/ARXIV.2304.07354},
eprinttype = {arXiv},
eprint = {2304.07354},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06505,
author = {Catherine Ordun and
Edward Raff and
Sanjay Purushotham},
title = {Vista-Morph: Unsupervised Image Registration of Visible-Thermal Facial
Pairs},
journal = {CoRR},
volume = {abs/2306.06505},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06505},
doi = {10.48550/ARXIV.2306.06505},
eprinttype = {arXiv},
eprint = {2306.06505},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03856,
author = {Zahid Hasan and
Abu Zaher Md Faridee and
Masud Ahmed and
Sanjay Purushotham and
Heesung Kwon and
Hyungtae Lee and
Nirmalya Roy},
title = {Novel Categories Discovery from probability matrix perspective},
journal = {CoRR},
volume = {abs/2307.03856},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03856},
doi = {10.48550/ARXIV.2307.03856},
eprinttype = {arXiv},
eprint = {2307.03856},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-12271,
author = {Catherine Ordun and
Alexandra N. Cha and
Edward Raff and
Sanjay Purushotham and
Karen Kwok and
Mason Rule and
James L. Gulley},
title = {A Generative Approach for Image Registration of Visible-Thermal {(VT)}
Cancer Faces},
journal = {CoRR},
volume = {abs/2308.12271},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.12271},
doi = {10.48550/ARXIV.2308.12271},
eprinttype = {arXiv},
eprint = {2308.12271},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-12271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gandc/SunSCMWLCTCMRBT22,
author = {Ziheng Sun and
Laura Sandoval and
Robert Crystal{-}Ornelas and
S. Mostafa Mousavi and
Jinbo Wang and
Cindy Lin and
Nicoleta Cristea and
Daniel Q. Tong and
Wendy Hawley Carande and
Xiaogang Ma and
Yuhan Rao and
James A. Bednar and
Amanda Tan and
Jianwu Wang and
Sanjay Purushotham and
Thomas E. Gill and
Julien Chastang and
Daniel Howard and
Benjamin Holt and
Chandana Gangodagamage and
Peisheng Zhao and
Zachary Chester and
Javier Orduz and
Aji John},
title = {A review of Earth Artificial Intelligence},
journal = {Comput. Geosci.},
volume = {159},
pages = {105034},
year = {2022},
url = {https://doi.org/10.1016/j.cageo.2022.105034},
doi = {10.1016/J.CAGEO.2022.105034},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gandc/SunSCMWLCTCMRBT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/GonzalezCCNCMWPWY22,
author = {Jorge L{\'{o}}pez Gonz{\'{a}}lez and
Theodore Chapman and
Kathryn Chen and
Hannah Nguyen and
Logan Chambers and
Seraj Al Mahmud Mostafa and
Jianwu Wang and
Sanjay Purushotham and
Chenxi Wang and
Jia Yue},
title = {Atmospheric Gravity Wave Detection Using Transfer Learning Techniques},
booktitle = {{IEEE/ACM} International Conference on Big Data Computing, Applications
and Technologies, {BDCAT} 2022, Vancouver, WA, USA, December 6-9,
2022},
pages = {128--137},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BDCAT56447.2022.00023},
doi = {10.1109/BDCAT56447.2022.00023},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bdc/GonzalezCCNCMWPWY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcoss/AhmedKORPGY22,
author = {Masud Ahmed and
Naima Khan and
Pretom Roy Ovi and
Nirmalya Roy and
Sanjay Purushotham and
Aryya Gangopadhyay and
Suya You},
title = {{GADAN:} Generative Adversarial Domain Adaptation Network For Debris
Detection Using Drone},
booktitle = {18th International Conference on Distributed Computing in Sensor Systems,
{DCOSS} 2022, Marina del Rey, Los Angeles, CA, USA, May 30 - June
1, 2022},
pages = {277--282},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DCOSS54816.2022.00053},
doi = {10.1109/DCOSS54816.2022.00053},
timestamp = {Wed, 21 Sep 2022 17:47:58 +0200},
biburl = {https://dblp.org/rec/conf/dcoss/AhmedKORPGY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/HuangWP022,
author = {Xin Huang and
Chenxi Wang and
Sanjay Purushotham and
Jianwu Wang},
editor = {Matthias Renz and
Mohamed Sarwat},
title = {{VDAM:} {VAE} based domain adaptation for cloud property retrieval
from multi-satellite data},
booktitle = {Proceedings of the 30th International Conference on Advances in Geographic
Information Systems, {SIGSPATIAL} 2022, Seattle, Washington, November
1-4, 2022},
pages = {107:1--107:10},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557915.3561044},
doi = {10.1145/3557915.3561044},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/HuangWP022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RahmanP22,
author = {Md. Mahmudur Rahman and
Sanjay Purushotham},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Fair and Interpretable Models for Survival Analysis},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {1452--1462},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539259},
doi = {10.1145/3534678.3539259},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RahmanP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PurushothamHSS022,
author = {Sanjay Purushotham and
Jun Huan and
Cong Shen and
Dongjin Song and
Yuyang Wang and
Jan Gasthaus and
Hilaf Hasson and
Youngsuk Park and
Sungyong Seo and
Yuriy Nevmyvaka},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {8th {SIGKDD} International Workshop on Mining and Learning from Time
Series - Deep Forecasting: Models, Interpretability, and Applications},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4896--4897},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542889},
doi = {10.1145/3534678.3542889},
timestamp = {Tue, 21 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PurushothamHSS022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04214,
author = {Catherine Ordun and
Alexandra N. Cha and
Edward Raff and
Byron Gaskin and
Alex Hanson and
Mason Rule and
Sanjay Purushotham and
James L. Gulley},
title = {Intelligent Sight and Sound: {A} Chronic Cancer Pain Dataset},
journal = {CoRR},
volume = {abs/2204.04214},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.04214},
doi = {10.48550/ARXIV.2204.04214},
eprinttype = {arXiv},
eprint = {2204.04214},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-04214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05247,
author = {Md. Mahmudur Rahman and
Sanjay Purushotham},
title = {FedPseudo: Pseudo value-based Deep Learning Models for Federated Survival
Analysis},
journal = {CoRR},
volume = {abs/2207.05247},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05247},
doi = {10.48550/ARXIV.2207.05247},
eprinttype = {arXiv},
eprint = {2207.05247},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05291,
author = {Md. Mahmudur Rahman and
Sanjay Purushotham},
title = {Pseudo value-based Deep Neural Networks for Multi-state Survival Analysis},
journal = {CoRR},
volume = {abs/2207.05291},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05291},
doi = {10.48550/ARXIV.2207.05291},
eprinttype = {arXiv},
eprint = {2207.05291},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RahmanMMP21,
author = {Md. Mahmudur Rahman and
Koji Matsuo and
Shinya Matsuzaki and
Sanjay Purushotham},
title = {DeepPseudo: Pseudo Value Based Deep Learning Models for Competing
Risk Analysis},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {479--487},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i1.16125},
doi = {10.1609/AAAI.V35I1.16125},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RahmanMMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/RahmanP21,
author = {Md. Mahmudur Rahman and
Sanjay Purushotham},
editor = {Thomas E. Doyle and
Aisling Kelliher and
Reza Samavi and
Barbara Barry and
Steven J. Yule and
Sarah Parker and
Michael D. Noseworthy and
Qian Yang},
title = {PseudoNAM: {A} Pseudo Value Based Interpretable Neural Additive Model
for Survival Analysis},
booktitle = {Proceedings of the {AAAI} 2021 Fall Symposium on Human Partnership
with Medical {AI:} Design, Operationalization, and Ethics {(AAAI-HUMAN}
2021), Virtual Event, November 4-6, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3068},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3068/short3.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:39 +0100},
biburl = {https://dblp.org/rec/conf/aaaifs/RahmanP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/OrdunRP21,
author = {Catherine Ordun and
Edward Raff and
Sanjay Purushotham},
title = {Generating Thermal Human Faces for Physiological Assessment using
Thermal Sensor Auxiliary Labels},
booktitle = {2021 {IEEE} International Conference on Image Processing, {ICIP} 2021,
Anchorage, AK, USA, September 19-22, 2021},
pages = {1319--1323},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICIP42928.2021.9506187},
doi = {10.1109/ICIP42928.2021.9506187},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/OrdunRP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PurushothamLC21,
author = {Sanjay Purushotham and
Yaguang Li and
Zhengping Che},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {MiLeTS'21: 7th {KDD} Workshop on Mining and Learning from Time Series},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4151--4152},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469485},
doi = {10.1145/3447548.3469485},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PurushothamLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OrdunCRG0RPG21,
author = {Catherine Ordun and
Alexandra N. Cha and
Edward Raff and
Byron Gaskin and
Alex Hanson and
Mason Rule and
Sanjay Purushotham and
James L. Gulley},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {Intelligent Sight and Sound: {A} Chronic Cancer Facial Pain Dataset},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/7f1de29e6da19d22b51c68001e7e0e54-Abstract-round2.html},
timestamp = {Thu, 05 May 2022 16:30:03 +0200},
biburl = {https://dblp.org/rec/conf/nips/OrdunCRG0RPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08091,
author = {Catherine Ordun and
Edward Raff and
Sanjay Purushotham},
title = {Generating Thermal Human Faces for Physiological Assessment Using
Thermal Sensor Auxiliary Labels},
journal = {CoRR},
volume = {abs/2106.08091},
year = {2021},
url = {https://arxiv.org/abs/2106.08091},
eprinttype = {arXiv},
eprint = {2106.08091},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HuangAWNPWZ20,
author = {Xin Huang and
Sahara Ali and
Chenxi Wang and
Zeyu Ning and
Sanjay Purushotham and
Jianwu Wang and
Zhibo Zhang},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {Deep Domain Adaptation based Cloud Type Detection using Active and
Passive Satellite Data},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {1330--1337},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9377756},
doi = {10.1109/BIGDATA50022.2020.9377756},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/HuangAWNPWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-03082,
author = {Catherine Ordun and
Sanjay Purushotham and
Edward Raff},
title = {Exploratory Analysis of Covid-19 Tweets using Topic Modeling, UMAP,
and DiGraphs},
journal = {CoRR},
volume = {abs/2005.03082},
year = {2020},
url = {https://arxiv.org/abs/2005.03082},
eprinttype = {arXiv},
eprint = {2005.03082},
timestamp = {Sat, 09 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-03082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-10589,
author = {Catherine Ordun and
Edward Raff and
Sanjay Purushotham},
title = {The Use of {AI} for Thermal Emotion Recognition: {A} Review of Problems
and Limitations in Standard Design and Data},
journal = {CoRR},
volume = {abs/2009.10589},
year = {2020},
url = {https://arxiv.org/abs/2009.10589},
eprinttype = {arXiv},
eprint = {2009.10589},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-10589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/PurushothamMCL18,
author = {Sanjay Purushotham and
Chuizheng Meng and
Zhengping Che and
Yan Liu},
title = {Benchmarking deep learning models on large healthcare datasets},
journal = {J. Biomed. Informatics},
volume = {83},
pages = {112--134},
year = {2018},
url = {https://doi.org/10.1016/j.jbi.2018.04.007},
doi = {10.1016/J.JBI.2018.04.007},
timestamp = {Fri, 16 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/PurushothamMCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChePLJL18,
author = {Zhengping Che and
Sanjay Purushotham and
Max Guangyu Li and
Bo Jiang and
Yan Liu},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Hierarchical Deep Generative Models for Multi-Rate Multivariate Time
Series},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July 10-15,
2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {783--792},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/che18a.html},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChePLJL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TsangLPML18,
author = {Michael Tsang and
Hanpeng Liu and
Sanjay Purushotham and
Pavankumar Murali and
Yan Liu},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Neural Interaction Transparency {(NIT):} Disentangling Learned Interactions
for Improved Interpretability},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5809--5818},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/74378afe5e8b20910cf1f939e57f0480-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TsangLPML18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiPCRK17,
author = {Shangwen Li and
Sanjay Purushotham and
Chen Chen and
Yuzhuo Ren and
C.{-}C. Jay Kuo},
title = {Measuring and Predicting Tag Importance for Image Retrieval},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {39},
number = {12},
pages = {2423--2436},
year = {2017},
url = {https://doi.org/10.1109/TPAMI.2017.2651818},
doi = {10.1109/TPAMI.2017.2651818},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LiPCRK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NguyenHLDQPNNKN17,
author = {Minh N. B. Nguyen and
Zaki Hasnain and
Ming Li and
Tanya Dorff and
David Quinn and
Sanjay Purushotham and
Luciano Nocera and
Paul K. Newton and
Peter Kuhn and
Jorge Nieva and
Cyrus Shahabi},
editor = {Raju Gottumukkala and
Xia Ning and
Guozhu Dong and
Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Mining Human Mobility to Quantify Performance Status},
booktitle = {2017 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2017, New Orleans, LA, USA, November 18-21, 2017},
pages = {1172--1177},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDMW.2017.168},
doi = {10.1109/ICDMW.2017.168},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/NguyenHLDQPNNKN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PurushothamCNL17,
author = {Sanjay Purushotham and
Wilka Carvalho and
Tanachat Nilanon and
Yan Liu},
title = {Variational Recurrent Adversarial Deep Domain Adaptation},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=rk9eAFcxg},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PurushothamCNL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/17/ChePKLBKL17,
author = {Zhengping Che and
Sanjay Purushotham and
David C. Kale and
Wenzhe Li and
Mohammad Taha Bahadori and
Robinder G. Khemani and
Yan Liu},
editor = {James M. Rehg and
Susan A. Murphy and
Santosh Kumar},
title = {Time Series Feature Learning with Applications to Health Care},
booktitle = {Mobile Health - Sensors, Analytic Methods, and Applications},
pages = {389--409},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-51394-2\_20},
doi = {10.1007/978-3-319-51394-2\_20},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/17/ChePKLBKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-07942,
author = {Minh Nguyen and
Sanjay Purushotham and
Hien To and
Cyrus Shahabi},
title = {m-TSNE: {A} Framework for Visualizing High-Dimensional Multivariate
Time Series},
journal = {CoRR},
volume = {abs/1708.07942},
year = {2017},
url = {http://arxiv.org/abs/1708.07942},
eprinttype = {arXiv},
eprint = {1708.07942},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-07942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-08531,
author = {Sanjay Purushotham and
Chuizheng Meng and
Zhengping Che and
Yan Liu},
title = {Benchmark of Deep Learning Models on Large Healthcare {MIMIC} Datasets},
journal = {CoRR},
volume = {abs/1710.08531},
year = {2017},
url = {http://arxiv.org/abs/1710.08531},
eprinttype = {arXiv},
eprint = {1710.08531},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-08531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsas/PurushothamK16,
author = {Sanjay Purushotham and
C.{-}C. Jay Kuo},
title = {Personalized Group Recommender Systems for Location- and Event-Based
Social Networks},
journal = {{ACM} Trans. Spatial Algorithms Syst.},
volume = {2},
number = {4},
pages = {16:1--16:29},
year = {2016},
url = {https://doi.org/10.1145/2987381},
doi = {10.1145/2987381},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsas/PurushothamK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/ChePKL16,
author = {Zhengping Che and
Sanjay Purushotham and
Robinder G. Khemani and
Yan Liu},
title = {Interpretable Deep Models for {ICU} Outcome Prediction},
booktitle = {{AMIA} 2016, American Medical Informatics Association Annual Symposium,
Chicago, IL, USA, November 12-16, 2016},
publisher = {{AMIA}},
year = {2016},
url = {https://knowledge.amia.org/amia-63300-1.3360278/t004-1.3364525/f004-1.3364526/2500209-1.3364981/2493688-1.3364976},
timestamp = {Wed, 17 Apr 2024 11:47:32 +0200},
biburl = {https://dblp.org/rec/conf/amia/ChePKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/NilanonPL16,
author = {Tanachat Nilanon and
Sanjay Purushotham and
Yan Liu},
title = {Normal / Abnormal Heart Sound Recordings Classification Using Convolutional
Neural Network},
booktitle = {Computing in Cardiology, CinC 2016, Vancouver, Canada, September 11-14,
2016},
publisher = {www.cinc.org},
year = {2016},
url = {http://www.cinc.org/archives/2016/pdf/169-535.pdf},
timestamp = {Mon, 09 Aug 2021 14:54:04 +0200},
biburl = {https://dblp.org/rec/conf/cinc/NilanonPL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiPCRK16,
author = {Shangwen Li and
Sanjay Purushotham and
Chen Chen and
Yuzhuo Ren and
C.{-}C. Jay Kuo},
title = {Measuring and Predicting Tag Importance for Image Retrieval},
journal = {CoRR},
volume = {abs/1602.08680},
year = {2016},
url = {http://arxiv.org/abs/1602.08680},
eprinttype = {arXiv},
eprint = {1602.08680},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiPCRK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChePCSL16,
author = {Zhengping Che and
Sanjay Purushotham and
Kyunghyun Cho and
David A. Sontag and
Yan Liu},
title = {Recurrent Neural Networks for Multivariate Time Series with Missing
Values},
journal = {CoRR},
volume = {abs/1606.01865},
year = {2016},
url = {http://arxiv.org/abs/1606.01865},
eprinttype = {arXiv},
eprint = {1606.01865},
timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ChePCSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/PurushothamK15,
author = {Sanjay Purushotham and
C.{-}C. Jay Kuo},
editor = {Nitin Agarwal and
Kevin S. Xu and
Nathaniel Osgood},
title = {Modeling Group Dynamics for Personalized Group-Event Recommendation},
booktitle = {Social Computing, Behavioral-Cultural Modeling, and Prediction - 8th
International Conference, {SBP} 2015, Washington, DC, USA, March 31-April
3, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9021},
pages = {405--411},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-16268-3\_51},
doi = {10.1007/978-3-319-16268-3\_51},
timestamp = {Tue, 09 Jan 2024 11:05:37 +0100},
biburl = {https://dblp.org/rec/conf/sbp/PurushothamK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChePKL15,
author = {Zhengping Che and
Sanjay Purushotham and
Robinder G. Khemani and
Yan Liu},
title = {Distilling Knowledge from Deep Networks with Applications to Healthcare
Domain},
journal = {CoRR},
volume = {abs/1512.03542},
year = {2015},
url = {http://arxiv.org/abs/1512.03542},
eprinttype = {arXiv},
eprint = {1512.03542},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChePKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/PurushothamKSN14,
author = {Sanjay Purushotham and
C.{-}C. Jay Kuo and
Junaith Shahabdeen and
Lama Nachman},
editor = {Rolf A. de By and
Carola Wenk},
title = {Collaborative group-activity recommendation in location-based social
networks},
booktitle = {Proceedings of the 3rd {ACM} {SIGSPATIAL} International Workshop on
Crowdsourced and Volunteered Geographic Information, GeoCrowd '14,
Dallas, Texas, USA, November 4, 2014},
pages = {8--15},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2676440.2676442},
doi = {10.1145/2676440.2676442},
timestamp = {Sun, 12 Nov 2023 02:14:39 +0100},
biburl = {https://dblp.org/rec/conf/gis/PurushothamKSN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PurushothamMKO14,
author = {Sanjay Purushotham and
Martin Renqiang Min and
C.{-}C. Jay Kuo and
Rachel Ostroff},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Factorized sparse learning models with interpretable high order feature
interactions},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {552--561},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623747},
doi = {10.1145/2623330.2623747},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PurushothamMKO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsipa/FuPXLK12,
author = {Xiang Fu and
Sanjay Purushotham and
Daru Xu and
Jian Li and
C.{-}C. Jay Kuo},
title = {Hierarchical bag-of-words model for joint multi-view object representation
and classification},
booktitle = {Asia-Pacific Signal and Information Processing Association Annual
Summit and Conference, {APSIPA} 2012, Hollywood, CA, USA, December
3-6, 2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6411895/},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apsipa/FuPXLK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PurushothamL12,
author = {Sanjay Purushotham and
Yan Liu},
title = {Collaborative Topic Regression with Social Matrix Factorization for
Recommendation Systems},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/407.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PurushothamL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4684,
author = {Sanjay Purushotham and
Yan Liu and
C.{-}C. Jay Kuo},
title = {Collaborative Topic Regression with Social Matrix Factorization for
Recommendation Systems},
journal = {CoRR},
volume = {abs/1206.4684},
year = {2012},
url = {http://arxiv.org/abs/1206.4684},
eprinttype = {arXiv},
eprint = {1206.4684},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4684.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/PurushothamTK11,
author = {Sanjay Purushotham and
Qi Tian and
C.{-}C. Jay Kuo},
editor = {Sid{-}Ahmed Berrani and
Alberto Messina and
Robbie De Sutter and
Shin'ichi Satoh and
Jean{-}Pierre Evain and
Gerald Friedland and
Masanori Sano and
Patrick Gros},
title = {Picture-in-picture copy detection using spatial coding techniques},
booktitle = {Proceedings of the 2011 {ACM} international workshop on Automated
media analysis and production for novel {TV} services, AIEMPro '11,
Scottsdale, Arizona, USA, December 1, 2011},
pages = {25--30},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2072552.2072559},
doi = {10.1145/2072552.2072559},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/PurushothamTK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/WuPK10,
author = {Ping{-}Hao Wu and
Sanjay Purushotham and
C.{-}C. Jay Kuo},
editor = {Dan Schonfeld and
Caifeng Shan and
Dacheng Tao and
Liang Wang},
title = {Video Genre Inference Based on Camera Capturing Models},
booktitle = {Video Search and Mining},
series = {Studies in Computational Intelligence},
volume = {287},
pages = {177--201},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12900-1\_7},
doi = {10.1007/978-3-642-12900-1\_7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/WuPK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pcm/WuTPK09,
author = {Ping{-}Hao Wu and
Tanaphol Thaipanich and
Sanjay Purushotham and
C.{-}C. Jay Kuo},
editor = {Paisarn Muneesawang and
Feng Wu and
Itsuo Kumazawa and
Athikom Roeksabutr and
Mark Liao and
Xiaoou Tang},
title = {Separation of Professional and Amateur Video in Large Video Collections},
booktitle = {Advances in Multimedia Information Processing - {PCM} 2009, 10th Pacific
Rim Conference on Multimedia, Bangkok, Thailand, December 15-18, 2009
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5879},
pages = {33--44},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-10467-1\_2},
doi = {10.1007/978-3-642-10467-1\_2},
timestamp = {Fri, 24 Mar 2023 08:33:27 +0100},
biburl = {https://dblp.org/rec/conf/pcm/WuTPK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
