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ORCIDBibTeX records: Sanjay Chawla
@article{DBLP:journals/aiethics/AlSulaitiSCLCE24,
author = {Ghanim Al{-}Sulaiti and
Mohammad Amin Sadeghi and
Lokendra Chauhan and
Ji Lucas and
Sanjay Chawla and
Ahmed K. Elmagarmid},
title = {A pragmatic perspective on {AI} transparency at workplace},
journal = {{AI} Ethics},
volume = {4},
number = {2},
pages = {189--200},
year = {2024},
url = {https://doi.org/10.1007/s43681-023-00257-w},
doi = {10.1007/S43681-023-00257-W},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiethics/AlSulaitiSCLCE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/MakkeC24,
author = {Nour Makke and
Sanjay Chawla},
title = {Interpretable scientific discovery with symbolic regression: a review},
journal = {Artif. Intell. Rev.},
volume = {57},
number = {1},
pages = {2},
year = {2024},
url = {https://doi.org/10.1007/s10462-023-10622-0},
doi = {10.1007/S10462-023-10622-0},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/air/MakkeC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsas/MokbelSXZAAAAACCCCFGGGJ24,
author = {Mohamed F. Mokbel and
Mahmoud Attia Sakr and
Li Xiong and
Andreas Z{\"{u}}fle and
Jussara M. Almeida and
Taylor Anderson and
Walid G. Aref and
Gennady L. Andrienko and
Natalia V. Andrienko and
Yang Cao and
Sanjay Chawla and
Reynold Cheng and
Panos K. Chrysanthis and
Xiqi Fei and
Gabriel Ghinita and
Anita Graser and
Dimitrios Gunopulos and
Christian S. Jensen and
Joon{-}Seok Kim and
Kyoung{-}Sook Kim and
Peer Kr{\"{o}}ger and
John Krumm and
Johannes Lauer and
Amr Magdy and
Mario A. Nascimento and
Siva Ravada and
Matthias Renz and
Dimitris Sacharidis and
Flora D. Salim and
Mohamed Sarwat and
Maxime Schoemans and
Cyrus Shahabi and
Bettina Speckmann and
Egemen Tanin and
Xu Teng and
Yannis Theodoridis and
Kristian Torp and
Goce Trajcevski and
Marc J. van Kreveld and
Carola Wenk and
Martin Werner and
Raymond Chi{-}Wing Wong and
Song Wu and
Jianqiu Xu and
Moustafa Youssef and
Demetris Zeinalipour and
Mengxuan Zhang and
Esteban Zim{\'{a}}nyi},
title = {Mobility Data Science: Perspectives and Challenges},
journal = {{ACM} Trans. Spatial Algorithms Syst.},
volume = {10},
number = {2},
pages = {10},
year = {2024},
url = {https://doi.org/10.1145/3652158},
doi = {10.1145/3652158},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsas/MokbelSXZAAAAACCCCFGGGJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MessaoudMXP0CC24,
author = {Safa Messaoud and
Billel Mokeddem and
Zhenghai Xue and
Linsey Pang and
Bo An and
Haipeng Chen and
Sanjay Chawla},
title = {{S2AC:} Energy-Based Reinforcement Learning with Stein Soft Actor
Critic},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=rAHcTCMaLc},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MessaoudMXP0CC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MakkeC24,
author = {Nour Makke and
Sanjay Chawla},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Symbolic Regression: {A} Pathway to Interpretability Towards Automated
Scientific Discovery},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {6588--6596},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671464},
doi = {10.1145/3637528.3671464},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MakkeC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07483,
author = {Masoomali Fatehkia and
Ji Kim Lucas and
Sanjay Chawla},
title = {{T-RAG:} Lessons from the {LLM} Trenches},
journal = {CoRR},
volume = {abs/2402.07483},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07483},
doi = {10.48550/ARXIV.2402.07483},
eprinttype = {arXiv},
eprint = {2402.07483},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-05219,
author = {Naveen Karunanayake and
Ravin Gunawardena and
Suranga Seneviratne and
Sanjay Chawla},
title = {Out-of-Distribution Data: An Acquaintance of Adversarial Examples
- {A} Survey},
journal = {CoRR},
volume = {abs/2404.05219},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.05219},
doi = {10.48550/ARXIV.2404.05219},
eprinttype = {arXiv},
eprint = {2404.05219},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-05219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-00987,
author = {Safa Messaoud and
Billel Mokeddem and
Zhenghai Xue and
Linsey Pang and
Bo An and
Haipeng Chen and
Sanjay Chawla},
title = {S\({}^{\mbox{2}}\)AC: Energy-Based Reinforcement Learning with Stein
Soft Actor Critic},
journal = {CoRR},
volume = {abs/2405.00987},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.00987},
doi = {10.48550/ARXIV.2405.00987},
eprinttype = {arXiv},
eprint = {2405.00987},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-00987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17130,
author = {Enes Altinisik and
Safa Messaoud and
Husrev Taha Sencar and
Hassan Sajjad and
Sanjay Chawla},
title = {Exploiting the Layered Intrinsic Dimensionality of Deep Models for
Practical Adversarial Training},
journal = {CoRR},
volume = {abs/2405.17130},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17130},
doi = {10.48550/ARXIV.2405.17130},
eprinttype = {arXiv},
eprint = {2405.17130},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-14565,
author = {Dishanika Denipitiyage and
B. Silva and
K. Gunathilaka and
Suranga Seneviratne and
Anirban Mahanti and
Aruna Seneviratne and
Sanjay Chawla},
title = {Detecting and Characterising Mobile App Metamorphosis in Google Play
Store},
journal = {CoRR},
volume = {abs/2407.14565},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.14565},
doi = {10.48550/ARXIV.2407.14565},
eprinttype = {arXiv},
eprint = {2407.14565},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-14565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AltinisikMSC23,
author = {Enes Altinisik and
Safa Messaoud and
Husrev Taha Sencar and
Sanjay Chawla},
title = {{A3T:} accuracy aware adversarial training},
journal = {Mach. Learn.},
volume = {112},
number = {9},
pages = {3191--3210},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06341-w},
doi = {10.1007/S10994-023-06341-W},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AltinisikMSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/AltinisikSSMC23,
author = {Enes Altinisik and
Hassan Sajjad and
Husrev T. Sencar and
Safa Messaoud and
Sanjay Chawla},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Impact of Adversarial Training on Robustness and Generalizability
of Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {7828--7840},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.496},
doi = {10.18653/V1/2023.FINDINGS-ACL.496},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/AltinisikSSMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KunjirCCJR23,
author = {Mayuresh Kunjir and
Sanjay Chawla and
Siddarth Chandrasekar and
Devika Jay and
Balaraman Ravindran},
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 = {Optimizing Traffic Control with Model-Based Learning: {A} Pessimistic
Approach to Data-Efficient Policy Inference},
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 = {1176--1187},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599459},
doi = {10.1145/3580305.3599459},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KunjirCCJR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05717,
author = {Mohamed F. Mokbel and
Mahmoud Attia Sakr and
Li Xiong and
Andreas Z{\"{u}}fle and
Jussara M. Almeida and
Taylor Anderson and
Walid G. Aref and
Gennady L. Andrienko and
Natalia V. Andrienko and
Yang Cao and
Sanjay Chawla and
Reynold Cheng and
Panos K. Chrysanthis and
Xiqi Fei and
Gabriel Ghinita and
Anita Graser and
Dimitrios Gunopulos and
Christian S. Jensen and
Joon{-}Sook Kim and
Kyoung{-}Sook Kim and
Peer Kr{\"{o}}ger and
John Krumm and
Johannes Lauer and
Amr Magdy and
Mario A. Nascimento and
Siva Ravada and
Matthias Renz and
Dimitris Sacharidis and
Cyrus Shahabi and
Flora D. Salim and
Mohamed Sarwat and
Maxime Schoemans and
Bettina Speckmann and
Egemen Tanin and
Xu Teng and
Yannis Theodoridis and
Kristian Torp and
Goce Trajcevski and
Marc J. van Kreveld and
Carola Wenk and
Martin Werner and
Raymond Chi{-}Wing Wong and
Song Wu and
Jianqiu Xu and
Moustafa Youssef and
Demetris Zeinalipour and
Mengxuan Zhang and
Esteban Zim{\'{a}}nyi},
title = {Towards Mobility Data Science (Vision Paper)},
journal = {CoRR},
volume = {abs/2307.05717},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05717},
doi = {10.48550/ARXIV.2307.05717},
eprinttype = {arXiv},
eprint = {2307.05717},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-14754,
author = {Naveen Karunanayake and
Suranga Seneviratne and
Sanjay Chawla},
title = {ExCeL : Combined Extreme and Collective Logit Information for Enhancing
Out-of-Distribution Detection},
journal = {CoRR},
volume = {abs/2311.14754},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.14754},
doi = {10.48550/ARXIV.2311.14754},
eprinttype = {arXiv},
eprint = {2311.14754},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-14754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdiq/Thirumuruganathan22,
author = {Saravanan Thirumuruganathan and
Mayuresh Kunjir and
Mourad Ouzzani and
Sanjay Chawla},
title = {Automated Annotations for {AI} Data and Model Transparency},
journal = {{ACM} J. Data Inf. Qual.},
volume = {14},
number = {1},
pages = {2:1--2:9},
year = {2022},
url = {https://doi.org/10.1145/3460000},
doi = {10.1145/3460000},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdiq/Thirumuruganathan22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/RizzoCPLKQC22,
author = {Stefano Giovanni Rizzo and
Yixian Chen and
Linsey Pang and
Ji Lucas and
Zoi Kaoudi and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Sanjay Chawla},
title = {Uncertainty-bounded reinforcement learning for revenue optimization
in air cargo: a prescriptive learning approach},
journal = {Knowl. Inf. Syst.},
volume = {64},
number = {9},
pages = {2515--2541},
year = {2022},
url = {https://doi.org/10.1007/s10115-022-01713-5},
doi = {10.1007/S10115-022-01713-5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/RizzoCPLKQC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigda/MakkeC22,
author = {Nour Makke and
Sanjay Chawla},
editor = {Shelly Sachdeva and
Yutaka Watanobe and
Subhash Bhalla},
title = {Neuro-Symbolic Regression with Applications},
booktitle = {Big Data Analytics in Astronomy, Science, and Engineering - 10th International
Conference on Big Data Analytics, {BDA} 2022, Aizu, Japan, December
5-7, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13830},
pages = {38--50},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-28350-5\_4},
doi = {10.1007/978-3-031-28350-5\_4},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigda/MakkeC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0001S0CL22,
author = {Hua Wei and
Guni Sheron and
Cathy Wu and
Sanjay Chawla and
Zhenhui Li},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {The Third Workshop on Data-driven Intelligent Transportation},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {5177--5178},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557496},
doi = {10.1145/3511808.3557496},
timestamp = {Wed, 19 Oct 2022 12:52:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/0001S0CL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-02381,
author = {Mayuresh Kunjir and
Sanjay Chawla},
title = {Offline Reinforcement Learning for Road Traffic Control},
journal = {CoRR},
volume = {abs/2201.02381},
year = {2022},
url = {https://arxiv.org/abs/2201.02381},
eprinttype = {arXiv},
eprint = {2201.02381},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-02381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01797,
author = {Sanjay Chawla and
Preslav Nakov and
Ahmed Ali and
Wendy Hall and
Issa Khalil and
Xiaosong Ma and
Husrev Taha Sencar and
Ingmar Weber and
Michael A. Wooldridge and
Ting Yu},
title = {Ten Years after ImageNet: {A} 360{\textdegree} Perspective on {AI}},
journal = {CoRR},
volume = {abs/2210.01797},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01797},
doi = {10.48550/ARXIV.2210.01797},
eprinttype = {arXiv},
eprint = {2210.01797},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05523,
author = {Enes Altinisik and
Hassan Sajjad and
Husrev Taha Sencar and
Safa Messaoud and
Sanjay Chawla},
title = {Impact of Adversarial Training on Robustness and Generalizability
of Language Models},
journal = {CoRR},
volume = {abs/2211.05523},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05523},
doi = {10.48550/ARXIV.2211.05523},
eprinttype = {arXiv},
eprint = {2211.05523},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05523.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10873,
author = {Nour Makke and
Sanjay Chawla},
title = {Interpretable Scientific Discovery with Symbolic Regression: {A} Review},
journal = {CoRR},
volume = {abs/2211.10873},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10873},
doi = {10.48550/ARXIV.2211.10873},
eprinttype = {arXiv},
eprint = {2211.10873},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-16316,
author = {Enes Altinisik and
Safa Messaoud and
Husrev Taha Sencar and
Sanjay Chawla},
title = {{A3T:} Accuracy Aware Adversarial Training},
journal = {CoRR},
volume = {abs/2211.16316},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.16316},
doi = {10.48550/ARXIV.2211.16316},
eprinttype = {arXiv},
eprint = {2211.16316},
timestamp = {Fri, 02 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-16316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/MokbelSXZAAAAAC22,
author = {Mohamed F. Mokbel and
Mahmoud Attia Sakr and
Li Xiong and
Andreas Z{\"{u}}fle and
Jussara M. Almeida and
Taylor Anderson and
Walid G. Aref and
Gennady L. Andrienko and
Natalia V. Andrienko and
Yang Cao and
Sanjay Chawla and
Reynold Cheng and
Panos K. Chrysanthis and
Xiqi Fei and
Gabriel Ghinita and
Anita Graser and
Dimitrios Gunopulos and
Christian S. Jensen and
Joon{-}Sook Kim and
Kyoung{-}Sook Kim and
Peer Kr{\"{o}}ger and
John Krumm and
Johannes Lauer and
Amr Magdy and
Mario A. Nascimento and
Siva Ravada and
Matthias Renz and
Dimitris Sacharidis and
Cyrus Shahabi and
Flora D. Salim and
Mohamed Sarwat and
Maxime Schoemans and
Bettina Speckmann and
Egemen Tanin and
Yannis Theodoridis and
Kristian Torp and
Goce Trajcevski and
Marc J. van Kreveld and
Carola Wenk and
Martin Werner and
Raymond Chi{-}Wing Wong and
Song Wu and
Jianqiu Xu and
Moustafa Youssef and
Demetris Zeinalipour and
Mengxuan Zhang and
Esteban Zim{\'{a}}nyi},
title = {Mobility Data Science (Dagstuhl Seminar 22021)},
journal = {Dagstuhl Reports},
volume = {12},
number = {1},
pages = {1--34},
year = {2022},
url = {https://doi.org/10.4230/DagRep.12.1.1},
doi = {10.4230/DAGREP.12.1.1},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/MokbelSXZAAAAAC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/MallEAIKCU21,
author = {Raghvendra Mall and
Abdurrahman Elbasir and
Hossam Almeer and
Zeyaul Islam and
Prasanna R. Kolatkar and
Sanjay Chawla and
Ehsan Ullah},
title = {A modeling framework for embedding-based predictions for compound-viral
protein activity},
journal = {Bioinform.},
volume = {37},
number = {17},
pages = {2544--2555},
year = {2021},
url = {https://doi.org/10.1093/bioinformatics/btab130},
doi = {10.1093/BIOINFORMATICS/BTAB130},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/MallEAIKCU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/AboulnagaCEAA21,
author = {Ashraf Aboulnaga and
Sanjay Chawla and
Ahmed K. Elmagarmid and
Mohammed Al{-}Mannai and
Hassan Al{-}Sayed},
title = {An AI-enabled future for Qatar and the region},
journal = {Commun. {ACM}},
volume = {64},
number = {4},
pages = {59--61},
year = {2021},
url = {https://doi.org/10.1145/3447725},
doi = {10.1145/3447725},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/AboulnagaCEAA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/BastaniHJPAABCM21,
author = {Favyen Bastani and
Songtao He and
Satvat Jagwani and
Edward Park and
Sofiane Abbar and
Mohammad Alizadeh and
Hari Balakrishnan and
Sanjay Chawla and
Sam Madden and
Mohammad Amin Sadeghi},
title = {Inferring and improving street maps with data-driven automation},
journal = {Commun. {ACM}},
volume = {64},
number = {11},
pages = {109--117},
year = {2021},
url = {https://doi.org/10.1145/3450351},
doi = {10.1145/3450351},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/BastaniHJPAABCM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/Chawla21,
author = {Sanjay Chawla},
editor = {Ladjel Bellatreche and
Marlon Dumas and
Panagiotis Karras and
Raimundas Matulevicius},
title = {A Perspective on Prescriptive Learning ADBIS'2021 Keynote},
booktitle = {Advances in Databases and Information Systems - 25th European Conference,
{ADBIS} 2021, Tartu, Estonia, August 24-26, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12843},
pages = {3--6},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82472-3\_1},
doi = {10.1007/978-3-030-82472-3\_1},
timestamp = {Tue, 17 Aug 2021 21:08:18 +0200},
biburl = {https://dblp.org/rec/conf/adbis/Chawla21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigda/MakkeSC21,
author = {Nour Makke and
Mohammad Amin Sadeghi and
Sanjay Chawla},
editor = {Shelly Sachdeva and
Yutaka Watanobe and
Subhash Bhalla},
title = {Symbolic Regression for Interpretable Scientific Discovery},
booktitle = {Big-Data-Analytics in Astronomy, Science, and Engineering - 9th International
Conference on Big Data Analytics, {BDA} 2021, Virtual Event, December
7-9, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13167},
pages = {26--40},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96600-3\_3},
doi = {10.1007/978-3-030-96600-3\_3},
timestamp = {Tue, 05 Apr 2022 16:09:32 +0200},
biburl = {https://dblp.org/rec/conf/bigda/MakkeSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/BastaniHJABCMS21,
author = {Favyen Bastani and
Songtao He and
Satvat Jagwani and
Mohammad Alizadeh and
Hari Balakrishnan and
Sanjay Chawla and
Sam Madden and
Mohammad Amin Sadeghi},
editor = {Xiaofeng Meng and
Fusheng Wang and
Chang{-}Tien Lu and
Yan Huang and
Shashi Shekhar and
Xing Xie},
title = {Updating Street Maps using Changes Detected in Satellite Imagery},
booktitle = {{SIGSPATIAL} '21: 29th International Conference on Advances in Geographic
Information Systems, Virtual Event / Beijing, China, November 2-5,
2021},
pages = {53--56},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474717.3483651},
doi = {10.1145/3474717.3483651},
timestamp = {Mon, 08 Nov 2021 09:32:31 +0100},
biburl = {https://dblp.org/rec/conf/gis/BastaniHJABCMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/HeSCABM21,
author = {Songtao He and
Mohammad Amin Sadeghi and
Sanjay Chawla and
Mohammad Alizadeh and
Hari Balakrishnan and
Samuel Madden},
title = {Inferring high-resolution traffic accident risk maps based on satellite
imagery and {GPS} trajectories},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {11957--11965},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01176},
doi = {10.1109/ICCV48922.2021.01176},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/HeSCABM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ParkKAC21,
author = {Kunwoo Park and
Haewoon Kwak and
Jisun An and
Sanjay Chawla},
editor = {Ceren Budak and
Meeyoung Cha and
Daniele Quercia and
Lexing Xie},
title = {How-to Present News on Social Media: {A} Causal Analysis of Editing
News Headlines for Boosting User Engagement},
booktitle = {Proceedings of the Fifteenth International {AAAI} Conference on Web
and Social Media, {ICWSM} 2021, held virtually, June 7-10, 2021},
pages = {491--502},
publisher = {{AAAI} Press},
year = {2021},
url = {https://ojs.aaai.org/index.php/ICWSM/article/view/18078},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/ParkKAC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-01063,
author = {Raghvendra Mall and
Shameem Ahamed Puthiya Parambath and
Han Yufei and
Ting Yu and
Sanjay Chawla},
title = {Permutation-Invariant Subgraph Discovery},
journal = {CoRR},
volume = {abs/2104.01063},
year = {2021},
url = {https://arxiv.org/abs/2104.01063},
eprinttype = {arXiv},
eprint = {2104.01063},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-01063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06456,
author = {Favyen Bastani and
Songtao He and
Satvat Jagwani and
Mohammad Alizadeh and
Hari Balakrishnan and
Sanjay Chawla and
Sam Madden and
Mohammad Amin Sadeghi},
title = {Updating Street Maps using Changes Detected in Satellite Imagery},
journal = {CoRR},
volume = {abs/2110.06456},
year = {2021},
url = {https://arxiv.org/abs/2110.06456},
eprinttype = {arXiv},
eprint = {2110.06456},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/UllahBKCAT20,
author = {Imdad Ullah and
Roksana Boreli and
Salil S. Kanhere and
Sanjay Chawla and
Tariq Ahamed Ahanger and
Usman Tariq},
title = {Protecting Private Attributes in App Based Mobile User Profiling},
journal = {{IEEE} Access},
volume = {8},
pages = {143818--143836},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3014424},
doi = {10.1109/ACCESS.2020.3014424},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/UllahBKCAT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ParambathC20,
author = {Shameem Ahamed Puthiya Parambath and
Sanjay Chawla},
title = {Simple and effective neural-free soft-cluster embeddings for item
cold-start recommendations},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {5},
pages = {1560--1588},
year = {2020},
url = {https://doi.org/10.1007/s10618-020-00708-6},
doi = {10.1007/S10618-020-00708-6},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ParambathC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/KruseKCCNQ20,
author = {Sebastian Kruse and
Zoi Kaoudi and
Bertty Contreras{-}Rojas and
Sanjay Chawla and
Felix Naumann and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz},
title = {RHEEMix in the data jungle: a cost-based optimizer for cross-platform
systems},
journal = {{VLDB} J.},
volume = {29},
number = {6},
pages = {1287--1310},
year = {2020},
url = {https://doi.org/10.1007/s00778-020-00612-x},
doi = {10.1007/S00778-020-00612-X},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/KruseKCCNQ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HeBJPAABCMS20,
author = {Songtao He and
Favyen Bastani and
Satvat Jagwani and
Edward Park and
Sofiane Abbar and
Mohammad Alizadeh and
Hari Balakrishnan and
Sanjay Chawla and
Samuel Madden and
Mohammad Amin Sadeghi},
title = {RoadTagger: Robust Road Attribute Inference with Graph Neural Networks},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {10965--10972},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i07.6730},
doi = {10.1609/AAAI.V34I07.6730},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HeBJPAABCMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/HeBJABCEMS20,
author = {Songtao He and
Favyen Bastani and
Satvat Jagwani and
Mohammad Alizadeh and
Hari Balakrishnan and
Sanjay Chawla and
Mohamed M. Elshrif and
Samuel Madden and
Mohammad Amin Sadeghi},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {XXIV}},
series = {Lecture Notes in Computer Science},
volume = {12369},
pages = {51--67},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58586-0\_4},
doi = {10.1007/978-3-030-58586-0\_4},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/HeBJABCEMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/ChenYRVTMC20,
author = {Hao Chen and
Ke Yang and
Stefano Giovanni Rizzo and
Giovanna Vantini and
Phillip Taylor and
Xiaosong Ma and
Sanjay Chawla},
editor = {Chang{-}Tien Lu and
Fusheng Wang and
Goce Trajcevski and
Yan Huang and
Shawn D. Newsam and
Li Xiong},
title = {QarSUMO: {A} Parallel, Congestion-optimized Traffic Simulator},
booktitle = {{SIGSPATIAL} '20: 28th International Conference on Advances in Geographic
Information Systems, Seattle, WA, USA, November 3-6, 2020},
pages = {578--588},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397536.3422274},
doi = {10.1145/3397536.3422274},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/ChenYRVTMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/KaoudiQCPTC20,
author = {Zoi Kaoudi and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Bertty Contreras{-}Rojas and
Rodrigo Pardo{-}Meza and
Anis Troudi and
Sanjay Chawla},
title = {ML-based Cross-Platform Query Optimization},
booktitle = {36th {IEEE} International Conference on Data Engineering, {ICDE} 2020,
Dallas, TX, USA, April 20-24, 2020},
pages = {1489--1500},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDE48307.2020.00132},
doi = {10.1109/ICDE48307.2020.00132},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/KaoudiQCPTC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RizzoCPLKQC20,
author = {Stefano Giovanni Rizzo and
Yixian Chen and
Linsey Pang and
Ji Lucas and
Zoi Kaoudi and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Sanjay Chawla},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Prescriptive Learning for Air-Cargo Revenue Management},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {462--471},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00055},
doi = {10.1109/ICDM50108.2020.00055},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/RizzoCPLKQC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChalapathyKC20,
author = {Raghavendra Chalapathy and
Nguyen Lu Dang Khoa and
Sanjay Chawla},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Robust Deep Learning Methods for Anomaly Detection},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3507--3508},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3406704},
doi = {10.1145/3394486.3406704},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChalapathyKC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09547,
author = {Songtao He and
Favyen Bastani and
Satvat Jagwani and
Mohammad Alizadeh and
Hari Balakrishnan and
Sanjay Chawla and
Mohamed M. Elshrif and
Samuel Madden and
Mohammad Amin Sadeghi},
title = {Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding},
journal = {CoRR},
volume = {abs/2007.09547},
year = {2020},
url = {https://arxiv.org/abs/2007.09547},
eprinttype = {arXiv},
eprint = {2007.09547},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09547.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-02467,
author = {Lior Lukov and
Sanjay Chawla and
Wei Liu and
Brett Church and
Gaurav Pandey},
title = {Unravelling the Architecture of Membrane Proteins with Conditional
Random Fields},
journal = {CoRR},
volume = {abs/2008.02467},
year = {2020},
url = {https://arxiv.org/abs/2008.02467},
eprinttype = {arXiv},
eprint = {2008.02467},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-02467.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08100,
author = {Kunwoo Park and
Haewoon Kwak and
Jisun An and
Sanjay Chawla},
title = {Understanding Effects of Editing Tweets for News Sharing by Media
Accounts through a Causal Inference Framework},
journal = {CoRR},
volume = {abs/2009.08100},
year = {2020},
url = {https://arxiv.org/abs/2009.08100},
eprinttype = {arXiv},
eprint = {2009.08100},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-08100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03289,
author = {Hao Chen and
Ke Yang and
Stefano Giovanni Rizzo and
Giovanna Vantini and
Phillip Taylor and
Xiaosong Ma and
Sanjay Chawla},
title = {QarSUMO: {A} Parallel, Congestion-optimized Traffic Simulator},
journal = {CoRR},
volume = {abs/2010.03289},
year = {2020},
url = {https://arxiv.org/abs/2010.03289},
eprinttype = {arXiv},
eprint = {2010.03289},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03289.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12394,
author = {Stefano Giovanni Rizzo and
Linsey Pang and
Yixian Chen and
Sanjay Chawla},
title = {Probabilistic Outlier Detection and Generation},
journal = {CoRR},
volume = {abs/2012.12394},
year = {2020},
url = {https://arxiv.org/abs/2012.12394},
eprinttype = {arXiv},
eprint = {2012.12394},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/KhoaWC19,
author = {Nguyen Lu Dang Khoa and
Yang Wang and
Sanjay Chawla},
title = {Incremental commute time and its online applications},
journal = {Pattern Recognit.},
volume = {88},
pages = {101--112},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2018.11.012},
doi = {10.1016/J.PATCOG.2018.11.012},
timestamp = {Fri, 24 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/KhoaWC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/0001KQCNC19,
author = {Sebastian Kruse and
Zoi Kaoudi and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Sanjay Chawla and
Felix Naumann and
Bertty Contreras{-}Rojas},
title = {Optimizing Cross-Platform Data Movement},
booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
Macao, China, April 8-11, 2019},
pages = {1642--1645},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDE.2019.00162},
doi = {10.1109/ICDE.2019.00162},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/0001KQCNC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/RizzoVC19,
author = {Stefano Giovanni Rizzo and
Giovanna Vantini and
Sanjay Chawla},
title = {Reinforcement Learning with Explainability for Traffic Signal Control},
booktitle = {2019 {IEEE} Intelligent Transportation Systems Conference, {ITSC}
2019, Auckland, New Zealand, October 27-30, 2019},
pages = {3567--3572},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ITSC.2019.8917519},
doi = {10.1109/ITSC.2019.8917519},
timestamp = {Mon, 09 Dec 2019 12:57:57 +0100},
biburl = {https://dblp.org/rec/conf/itsc/RizzoVC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RizzoVC19,
author = {Stefano Giovanni Rizzo and
Giovanna Vantini and
Sanjay Chawla},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Time Critic Policy Gradient Methods for Traffic Signal Control in
Complex and Congested Scenarios},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1654--1664},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330988},
doi = {10.1145/3292500.3330988},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RizzoVC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-03407,
author = {Raghavendra Chalapathy and
Sanjay Chawla},
title = {Deep Learning for Anomaly Detection: {A} Survey},
journal = {CoRR},
volume = {abs/1901.03407},
year = {2019},
url = {http://arxiv.org/abs/1901.03407},
eprinttype = {arXiv},
eprint = {1901.03407},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-03407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-05325,
author = {Shameem Ahamed Puthiya Parambath and
Nishant Vijayakumar and
Sanjay Chawla},
title = {Risk Aware Ranking for Top-k Recommendations},
journal = {CoRR},
volume = {abs/1904.05325},
year = {2019},
url = {http://arxiv.org/abs/1904.05325},
eprinttype = {arXiv},
eprint = {1904.05325},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-05325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-09130,
author = {Stefano Giovanni Rizzo and
Ji Lucas and
Zoi Kaoudi and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Sanjay Chawla},
title = {{AI-CARGO:} {A} Data-Driven Air-Cargo Revenue Management System},
journal = {CoRR},
volume = {abs/1905.09130},
year = {2019},
url = {http://arxiv.org/abs/1905.09130},
eprinttype = {arXiv},
eprint = {1905.09130},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-09130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07138,
author = {Favyen Bastani and
Songtao He and
Sofiane Abbar and
Mohammad Alizadeh and
Hari Balakrishnan and
Sanjay Chawla and
Sam Madden},
title = {Machine-Assisted Map Editing},
journal = {CoRR},
volume = {abs/1906.07138},
year = {2019},
url = {http://arxiv.org/abs/1906.07138},
eprinttype = {arXiv},
eprint = {1906.07138},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-07138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04869,
author = {Favyen Bastani and
Songtao He and
Satvat Jagwani and
Edward Park and
Sofiane Abbar and
Mohammad Alizadeh and
Hari Balakrishnan and
Sanjay Chawla and
Sam Madden and
Mohammad Amin Sadeghi},
title = {Inferring and Improving Street Maps with Data-Driven Automation},
journal = {CoRR},
volume = {abs/1910.04869},
year = {2019},
url = {http://arxiv.org/abs/1910.04869},
eprinttype = {arXiv},
eprint = {1910.04869},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-04869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-12408,
author = {Songtao He and
Favyen Bastani and
Satvat Jagwani and
Edward Park and
Sofiane Abbar and
Mohammad Alizadeh and
Hari Balakrishnan and
Sanjay Chawla and
Samuel Madden and
Mohammad Amin Sadeghi},
title = {RoadTagger: Robust Road Attribute Inference with Graph Neural Networks},
journal = {CoRR},
volume = {abs/1912.12408},
year = {2019},
url = {http://arxiv.org/abs/1912.12408},
eprinttype = {arXiv},
eprint = {1912.12408},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-12408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/TothC18,
author = {Edward Toth and
Sanjay Chawla},
title = {Group Deviation Detection Methods: {A} Survey},
journal = {{ACM} Comput. Surv.},
volume = {51},
number = {4},
pages = {77:1--77:38},
year = {2018},
url = {https://doi.org/10.1145/3203246},
doi = {10.1145/3203246},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/TothC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SanyalKKCS18,
author = {Amartya Sanyal and
Pawan Kumar and
Purushottam Kar and
Sanjay Chawla and
Fabrizio Sebastiani},
title = {Optimizing non-decomposable measures with deep networks},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1597--1620},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5736-y},
doi = {10.1007/S10994-018-5736-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SanyalKKCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/AgrawalCCEIKKLM18,
author = {Divy Agrawal and
Sanjay Chawla and
Bertty Contreras{-}Rojas and
Ahmed K. Elmagarmid and
Yasser Idris and
Zoi Kaoudi and
Sebastian Kruse and
Ji Lucas and
Essam Mansour and
Mourad Ouzzani and
Paolo Papotti and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Nan Tang and
Saravanan Thirumuruganathan and
Anis Troudi},
title = {{RHEEM:} Enabling Cross-Platform Data Processing - May The Big Data
Be With You! -},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {11},
pages = {1414--1427},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p1414-agrawal.pdf},
doi = {10.14778/3236187.3236195},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/AgrawalCCEIKKLM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TothC18,
author = {Edward Toth and
Sanjay Chawla},
title = {GT{\(\Delta\)}: Detecting Temporal Changes in Group Stochastic Processes},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {4},
pages = {39:1--39:24},
year = {2018},
url = {https://doi.org/10.1145/3183346},
doi = {10.1145/3183346},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/TothC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YinW0C18,
author = {Zhizhou Yin and
Fei Wang and
Wei Liu and
Sanjay Chawla},
title = {Sparse Feature Attacks in Adversarial Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {6},
pages = {1164--1177},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2018.2790928},
doi = {10.1109/TKDE.2018.2790928},
timestamp = {Fri, 11 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YinW0C18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ParambathVC18,
author = {Shameem Ahamed Puthiya Parambath and
Nishant Vijayakumar and
Sanjay Chawla},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {{SAGA:} {A} Submodular Greedy Algorithm for Group Recommendation},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3900--3908},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11650},
doi = {10.1609/AAAI.V32I1.11650},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ParambathVC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BastaniHAABCMD18,
author = {Favyen Bastani and
Songtao He and
Sofiane Abbar and
Mohammad Alizadeh and
Hari Balakrishnan and
Sanjay Chawla and
Sam Madden and
David J. DeWitt},
title = {RoadTracer: Automatic Extraction of Road Networks From Aerial Images},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {4720--4728},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Bastani\_RoadTracer\_Automatic\_Extraction\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00496},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BastaniHAABCMD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/HeBAABCM18,
author = {Songtao He and
Favyen Bastani and
Sofiane Abbar and
Mohammad Alizadeh and
Hari Balakrishnan and
Sanjay Chawla and
Sam Madden},
editor = {Farnoush Banaei Kashani and
Erik G. Hoel and
Ralf Hartmut G{\"{u}}ting and
Roberto Tamassia and
Li Xiong},
title = {RoadRunner: improving the precision of road network inference from
{GPS} trajectories},
booktitle = {Proceedings of the 26th {ACM} {SIGSPATIAL} International Conference
on Advances in Geographic Information Systems, {SIGSPATIAL} 2018,
Seattle, WA, USA, November 06-09, 2018},
pages = {3--12},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3274895.3274974},
doi = {10.1145/3274895.3274974},
timestamp = {Wed, 21 Nov 2018 07:00:15 +0100},
biburl = {https://dblp.org/rec/conf/gis/HeBAABCM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/BastaniHAABCM18,
author = {Favyen Bastani and
Songtao He and
Sofiane Abbar and
Mohammad Alizadeh and
Hari Balakrishnan and
Sanjay Chawla and
Sam Madden},
editor = {Farnoush Banaei Kashani and
Erik G. Hoel and
Ralf Hartmut G{\"{u}}ting and
Roberto Tamassia and
Li Xiong},
title = {Machine-assisted map editing},
booktitle = {Proceedings of the 26th {ACM} {SIGSPATIAL} International Conference
on Advances in Geographic Information Systems, {SIGSPATIAL} 2018,
Seattle, WA, USA, November 06-09, 2018},
pages = {23--32},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3274895.3274927},
doi = {10.1145/3274895.3274927},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/BastaniHAABCM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LucasICQC18,
author = {Ji Lucas and
Yasser Idris and
Bertty Contreras{-}Rojas and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Sanjay Chawla},
title = {RheemStudio: Cross-Platform Data Analytics Made Easy},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {1573--1576},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00179},
doi = {10.1109/ICDE.2018.00179},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/LucasICQC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CoskunBC18,
author = {Mustafa Coskun and
Abdelkader Baggag and
Sanjay Chawla},
editor = {Hanghang Tong and
Zhenhui Jessie Li and
Feida Zhu and
Jeffrey Yu},
title = {Deep Reinforcement Learning for Traffic Light Optimization},
booktitle = {2018 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Singapore, Singapore, November 17-20, 2018},
pages = {564--571},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICDMW.2018.00088},
doi = {10.1109/ICDMW.2018.00088},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/CoskunBC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lbs/StanojevicATMCF18,
author = {Rade Stanojevic and
Sofiane Abbar and
Saravanan Thirumuruganathan and
Gianmarco De Francisci Morales and
Sanjay Chawla and
Fethi Filali and
Ahid Aleimat},
editor = {Peter Kiefer and
Haosheng Huang and
Nico Van de Weghe and
Martin Raubal},
title = {Road Network Fusion for Incremental Map Updates},
booktitle = {Progress in Location Based Services 2018, {LBS} 2018, Zurich, Switzerland,
15-17 January 2018},
series = {Lecture Notes in Geoinformation and Cartography},
pages = {91--109},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-71470-7\_5},
doi = {10.1007/978-3-319-71470-7\_5},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lbs/StanojevicATMCF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChalapathyTC18,
author = {Raghavendra Chalapathy and
Edward Toth and
Sanjay Chawla},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Group Anomaly Detection Using Deep Generative Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11051},
pages = {173--189},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_11},
doi = {10.1007/978-3-030-10925-7\_11},
timestamp = {Fri, 27 Mar 2020 08:53:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChalapathyTC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/StanojevicATCFA18,
author = {Rade Stanojevic and
Sofiane Abbar and
Saravanan Thirumuruganathan and
Sanjay Chawla and
Fethi Filali and
Ahid Aleimat},
editor = {Martin Ester and
Dino Pedreschi},
title = {Robust Road Map Inference through Network Alignment of Trajectories},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {135--143},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.15},
doi = {10.1137/1.9781611975321.15},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/StanojevicATCFA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/SurianC18,
author = {Didi Surian and
Sanjay Chawla},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Detection of Spatiotemporal Outlier Events in Social Networks},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_324},
doi = {10.1007/978-1-4939-7131-2\_324},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/reference/snam/SurianC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-00086,
author = {Amartya Sanyal and
Pawan Kumar and
Purushottam Kar and
Sanjay Chawla and
Fabrizio Sebastiani},
title = {Optimizing Non-decomposable Measures with Deep Networks},
journal = {CoRR},
volume = {abs/1802.00086},
year = {2018},
url = {http://arxiv.org/abs/1802.00086},
eprinttype = {arXiv},
eprint = {1802.00086},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-00086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02351,
author = {Rade Stanojevic and
Sofiane Abbar and
Saravanan Thirumuruganathan and
Gianmarco De Francisci Morales and
Sanjay Chawla and
Fethi Filali and
Ahid Aleimat},
title = {Road Network Fusion for Incremental Map Updates},
journal = {CoRR},
volume = {abs/1802.02351},
year = {2018},
url = {http://arxiv.org/abs/1802.02351},
eprinttype = {arXiv},
eprint = {1802.02351},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-02351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03680,
author = {Favyen Bastani and
Songtao He and
Sofiane Abbar and
Mohammad Alizadeh and
Hari Balakrishnan and
Sanjay Chawla and
David J. DeWitt and
Sam Madden},
title = {Unthule: An Incremental Graph Construction Process for Robust Road
Map Extraction from Aerial Images},
journal = {CoRR},
volume = {abs/1802.03680},
year = {2018},
url = {http://arxiv.org/abs/1802.03680},
eprinttype = {arXiv},
eprint = {1802.03680},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06360,
author = {Raghavendra Chalapathy and
Aditya Krishna Menon and
Sanjay Chawla},
title = {Anomaly Detection using One-Class Neural Networks},
journal = {CoRR},
volume = {abs/1802.06360},
year = {2018},
url = {http://arxiv.org/abs/1802.06360},
eprinttype = {arXiv},
eprint = {1802.06360},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-04876,
author = {Raghavendra Chalapathy and
Edward Toth and
Sanjay Chawla},
title = {Group Anomaly Detection using Deep Generative Models},
journal = {CoRR},
volume = {abs/1804.04876},
year = {2018},
url = {http://arxiv.org/abs/1804.04876},
eprinttype = {arXiv},
eprint = {1804.04876},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-04876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-03533,
author = {Sebastian Kruse and
Zoi Kaoudi and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Sanjay Chawla and
Felix Naumann and
Bertty Contreras},
title = {RHEEMix in the Data Jungle - {A} Cross-Platform Query Optimizer -},
journal = {CoRR},
volume = {abs/1805.03533},
year = {2018},
url = {http://arxiv.org/abs/1805.03533},
eprinttype = {arXiv},
eprint = {1805.03533},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-03533.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11723,
author = {Sanjay Chawla and
Bertty Contreras{-}Rojas and
Zoi Kaoudi and
Sebastian Kruse and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz},
title = {Building your Cross-Platform Application with {RHEEM}},
journal = {CoRR},
volume = {abs/1805.11723},
year = {2018},
url = {http://arxiv.org/abs/1805.11723},
eprinttype = {arXiv},
eprint = {1805.11723},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MalmiCG17,
author = {Eric Malmi and
Sanjay Chawla and
Aristides Gionis},
title = {Lagrangian relaxations for multiple network alignment},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {5},
pages = {1331--1358},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0505-2},
doi = {10.1007/S10618-017-0505-2},
timestamp = {Thu, 21 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/MalmiCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/SarkarCASHFZB17,
author = {Somwrita Sarkar and
Sanjay Chawla and
Shameem Ahmad and
Jaideep Srivastava and
Hossam M. Hammady and
Fethi Filali and
Wassim Znaidi and
Javier Borge{-}Holthoefer},
title = {Effective Urban Structure Inference from Traffic Flow Dynamics},
journal = {{IEEE} Trans. Big Data},
volume = {3},
number = {2},
pages = {181--193},
year = {2017},
url = {https://doi.org/10.1109/TBDATA.2016.2641003},
doi = {10.1109/TBDATA.2016.2641003},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/SarkarCASHFZB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SurianSSC17,
author = {Didi Surian and
Suranga Seneviratne and
Aruna Seneviratne and
Sanjay Chawla},
title = {App Miscategorization Detection: {A} Case Study on Google Play},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {8},
pages = {1591--1604},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2686851},
doi = {10.1109/TKDE.2017.2686851},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/SurianSSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsas/ChawlaEGH17,
author = {Sanjay Chawla and
Jo{\"{e}}l Estephan and
Joachim Gudmundsson and
Michael Horton},
title = {Classification of Passes in Football Matches Using Spatiotemporal
Data},
journal = {{ACM} Trans. Spatial Algorithms Syst.},
volume = {3},
number = {2},
pages = {6:1--6:30},
year = {2017},
url = {https://doi.org/10.1145/3105576},
doi = {10.1145/3105576},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsas/ChawlaEGH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AttariOALC17,
author = {Nazia Attari and
Ferda Ofli and
Mohammad Awad and
Ji Lucas and
Sanjay Chawla},
title = {Nazr-CNN: Fine-Grained Classification of {UAV} Imagery for Damage
Assessment},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {50--59},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.72},
doi = {10.1109/DSAA.2017.72},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AttariOALC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/NawabAAC17,
author = {Faisal Nawab and
Divy Agrawal and
Amr El Abbadi and
Sanjay Chawla},
editor = {Volker Markl and
Salvatore Orlando and
Bernhard Mitschang and
Periklis Andritsos and
Kai{-}Uwe Sattler and
Sebastian Bre{\ss}},
title = {{COP:} Planning Conflicts for Faster Parallel Transactional Machine
Learning},
booktitle = {Proceedings of the 20th International Conference on Extending Database
Technology, {EDBT} 2017, Venice, Italy, March 21-24, 2017},
pages = {132--143},
publisher = {OpenProceedings.org},
year = {2017},
url = {https://doi.org/10.5441/002/edbt.2017.13},
doi = {10.5441/002/EDBT.2017.13},
timestamp = {Thu, 13 Apr 2023 09:56:59 +0200},
biburl = {https://dblp.org/rec/conf/edbt/NawabAAC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChalapathyMC17,
author = {Raghavendra Chalapathy and
Aditya Krishna Menon and
Sanjay Chawla},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Robust, Deep and Inductive Anomaly Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10534},
pages = {36--51},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71249-9\_3},
doi = {10.1007/978-3-319-71249-9\_3},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChalapathyMC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/KaoudiQTCA17,
author = {Zoi Kaoudi and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Saravanan Thirumuruganathan and
Sanjay Chawla and
Divy Agrawal},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {A Cost-based Optimizer for Gradient Descent Optimization},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {977--992},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3064042},
doi = {10.1145/3035918.3064042},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/KaoudiQTCA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socinfo/ZanoudaABSBCS17,
author = {Tahar Zanouda and
Sofiane Abbar and
Laure Berti{-}{\'{E}}quille and
Kushal Shah and
Abdelkader Baggag and
Sanjay Chawla and
Jaideep Srivastava},
editor = {Giovanni Luca Ciampaglia and
Afra J. Mashhadi and
Taha Yasseri},
title = {On the Role of Political Affiliation in Human Perception The Case
of Delhi OddEven Experiment},
booktitle = {Social Informatics - 9th International Conference, SocInfo 2017, Oxford,
UK, September 13-15, 2017, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10540},
pages = {74--88},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67256-4\_8},
doi = {10.1007/978-3-319-67256-4\_8},
timestamp = {Fri, 27 Dec 2019 21:21:35 +0100},
biburl = {https://dblp.org/rec/conf/socinfo/ZanoudaABSBCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/LiuC17,
author = {Yan Liu and
Sanjay Chawla},
editor = {Maarten de Rijke and
Milad Shokouhi and
Andrew Tomkins and
Min Zhang},
title = {Social Media Anomaly Detection: Challenges and Solutions},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February
6-10, 2017},
pages = {817--818},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018661.3022757},
doi = {10.1145/3018661.3022757},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/LiuC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/gis/Chawla17,
author = {Sanjay Chawla},
editor = {Shashi Shekhar and
Hui Xiong and
Xun Zhou},
title = {Patterns, Complex},
booktitle = {Encyclopedia of {GIS}},
pages = {1565--1568},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-17885-1\_965},
doi = {10.1007/978-3-319-17885-1\_965},
timestamp = {Fri, 03 Apr 2020 17:07:19 +0200},
biburl = {https://dblp.org/rec/reference/gis/Chawla17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StanojevicATCFA17,
author = {Rade Stanojevic and
Sofiane Abbar and
Saravanan Thirumuruganathan and
Sanjay Chawla and
Fethi Filali and
Ahid Aleimat},
title = {Kharita: Robust Map Inference using Graph Spanners},
journal = {CoRR},
volume = {abs/1702.06025},
year = {2017},
url = {http://arxiv.org/abs/1702.06025},
eprinttype = {arXiv},
eprint = {1702.06025},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StanojevicATCFA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KaoudiQTCA17,
author = {Zoi Kaoudi and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Saravanan Thirumuruganathan and
Sanjay Chawla and
Divy Agrawal},
title = {A Cost-based Optimizer for Gradient Descent Optimization},
journal = {CoRR},
volume = {abs/1703.09193},
year = {2017},
url = {http://arxiv.org/abs/1703.09193},
eprinttype = {arXiv},
eprint = {1703.09193},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KaoudiQTCA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChalapathyMC17,
author = {Raghavendra Chalapathy and
Aditya Krishna Menon and
Sanjay Chawla},
title = {Robust, Deep and Inductive Anomaly Detection},
journal = {CoRR},
volume = {abs/1704.06743},
year = {2017},
url = {http://arxiv.org/abs/1704.06743},
eprinttype = {arXiv},
eprint = {1704.06743},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChalapathyMC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-01024,
author = {Wasuwee Sodsong and
Bernhard Scholz and
Sanjay Chawla},
title = {{SPARK:} Static Program Analysis Reasoning and Retrieving Knowledge},
journal = {CoRR},
volume = {abs/1711.01024},
year = {2017},
url = {http://arxiv.org/abs/1711.01024},
eprinttype = {arXiv},
eprint = {1711.01024},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-01024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09123,
author = {Shameem Puthiya Parambath and
Nishant Vijayakumar and
Sanjay Chawla},
title = {{SAGA:} {A} Submodular Greedy Algorithm For Group Recommendation},
journal = {CoRR},
volume = {abs/1712.09123},
year = {2017},
url = {http://arxiv.org/abs/1712.09123},
eprinttype = {arXiv},
eprint = {1712.09123},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-09123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/ChawlaGGT16,
author = {Sanjay Chawla and
Kiran Garimella and
Aristides Gionis and
Dominic Tsang},
title = {Backbone discovery in traffic networks},
journal = {Int. J. Data Sci. Anal.},
volume = {1},
number = {3-4},
pages = {215--227},
year = {2016},
url = {https://doi.org/10.1007/s41060-016-0017-y},
doi = {10.1007/S41060-016-0017-Y},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/ChawlaGGT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FardWCR16,
author = {Mahtab Jahanbani Fard and
Ping Wang and
Sanjay Chawla and
Chandan K. Reddy},
title = {A Bayesian Perspective on Early Stage Event Prediction in Longitudinal
Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {12},
pages = {3126--3139},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2608347},
doi = {10.1109/TKDE.2016.2608347},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/FardWCR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CucuringuKCMP16,
author = {Mihai Cucuringu and
Ioannis Koutis and
Sanjay Chawla and
Gary L. Miller and
Richard Peng},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Simple and Scalable Constrained Clustering: a Generalized Spectral
Method},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {445--454},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/cucuringu16.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CucuringuKCMP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/AgrawalCEKOPQ0Z16,
author = {Divy Agrawal and
Sanjay Chawla and
Ahmed K. Elmagarmid and
Zoi Kaoudi and
Mourad Ouzzani and
Paolo Papotti and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Nan Tang and
Mohammed J. Zaki},
editor = {Evaggelia Pitoura and
Sofian Maabout and
Georgia Koutrika and
Am{\'{e}}lie Marian and
Letizia Tanca and
Ioana Manolescu and
Kostas Stefanidis},
title = {Road to Freedom in Big Data Analytics},
booktitle = {Proceedings of the 19th International Conference on Extending Database
Technology, {EDBT} 2016, Bordeaux, France, March 15-16, 2016, Bordeaux,
France, March 15-16, 2016},
pages = {479--484},
publisher = {OpenProceedings.org},
year = {2016},
url = {https://doi.org/10.5441/002/edbt.2016.45},
doi = {10.5441/002/EDBT.2016.45},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/AgrawalCEKOPQ0Z16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ImranC016,
author = {Muhammad Imran and
Sanjay Chawla and
Carlos Castillo},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {A Robust Framework for Classifying Evolving Document Streams in an
Expert-Machine-Crowd Setting},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {961--966},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0120},
doi = {10.1109/ICDM.2016.0120},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ImranC016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KarLNC016,
author = {Purushottam Kar and
Shuai Li and
Harikrishna Narasimhan and
Sanjay Chawla and
Fabrizio Sebastiani},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Online Optimization Methods for the Quantification Problem},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1625--1634},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939832},
doi = {10.1145/2939672.2939832},
timestamp = {Sat, 30 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KarLNC016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/FardCR16,
author = {Mahtab Jahanbani Fard and
Sanjay Chawla and
Chandan K. Reddy},
editor = {James Bailey and
Latifur Khan and
Takashi Washio and
Gillian Dobbie and
Joshua Zhexue Huang and
Ruili Wang},
title = {Early-Stage Event Prediction for Longitudinal Data},
booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia
Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9651},
pages = {139--151},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31753-3\_12},
doi = {10.1007/978-3-319-31753-3\_12},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/FardCR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ChawlaGGT16,
author = {Sanjay Chawla and
Kiran Garimella and
Aristides Gionis and
Dominic Tsang},
editor = {James Bailey and
Latifur Khan and
Takashi Washio and
Gillian Dobbie and
Joshua Zhexue Huang and
Ruili Wang},
title = {Discovering the Network Backbone from Traffic Activity Data},
booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia
Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9651},
pages = {409--422},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31753-3\_33},
doi = {10.1007/978-3-319-31753-3\_33},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ChawlaGGT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KhoaC16,
author = {Nguyen Lu Dang Khoa and
Sanjay Chawla},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {Incremental Commute Time Using Random Walks and Online Anomaly Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9851},
pages = {49--64},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46128-1\_4},
doi = {10.1007/978-3-319-46128-1\_4},
timestamp = {Thu, 05 Dec 2019 17:07:16 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KhoaC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/AgrawalBBCEHIKK16,
author = {Divy Agrawal and
Mouhamadou Lamine Ba and
Laure Berti{-}{\'{E}}quille and
Sanjay Chawla and
Ahmed K. Elmagarmid and
Hossam Hammady and
Yasser Idris and
Zoi Kaoudi and
Zuhair Khayyat and
Sebastian Kruse and
Mourad Ouzzani and
Paolo Papotti and
Jorge{-}Arnulfo Quian{\'{e}}{-}Ruiz and
Nan Tang and
Mohammed J. Zaki},
editor = {Fatma {\"{O}}zcan and
Georgia Koutrika and
Sam Madden},
title = {Rheem: Enabling Multi-Platform Task Execution},
booktitle = {Proceedings of the 2016 International Conference on Management of
Data, {SIGMOD} Conference 2016, San Francisco, CA, USA, June 26 -
July 01, 2016},
pages = {2069--2072},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2882903.2899414},
doi = {10.1145/2882903.2899414},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/AgrawalBBCEHIKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CucuringuKCMP16,
author = {Mihai Cucuringu and
Ioannis Koutis and
Sanjay Chawla and
Gary L. Miller and
Richard Peng},
title = {Scalable Constrained Clustering: {A} Generalized Spectral Method},
journal = {CoRR},
volume = {abs/1601.04746},
year = {2016},
url = {http://arxiv.org/abs/1601.04746},
eprinttype = {arXiv},
eprint = {1601.04746},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CucuringuKCMP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiNKCS16,
author = {Shuai Li and
Harikrishna Narasimhan and
Purushottam Kar and
Sanjay Chawla and
Fabrizio Sebastiani},
title = {Stochastic Optimization Techniques for Quantification Performance
Measures},
journal = {CoRR},
volume = {abs/1605.04135},
year = {2016},
url = {http://arxiv.org/abs/1605.04135},
eprinttype = {arXiv},
eprint = {1605.04135},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiNKCS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ImranCC16,
author = {Muhammad Imran and
Sanjay Chawla and
Carlos Castillo},
title = {A Robust Framework for Classifying Evolving Document Streams in an
Expert-Machine-Crowd Setting},
journal = {CoRR},
volume = {abs/1610.01858},
year = {2016},
url = {http://arxiv.org/abs/1610.01858},
eprinttype = {arXiv},
eprint = {1610.01858},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ImranCC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AttariOALC16,
author = {Nazia Attari and
Ferda Ofli and
Mohammad Awad and
Ji Lucas and
Sanjay Chawla},
title = {Nazr-CNN: Object Detection and Fine-Grained Classification in Crowdsourced
{UAV} Images},
journal = {CoRR},
volume = {abs/1611.06474},
year = {2016},
url = {http://arxiv.org/abs/1611.06474},
eprinttype = {arXiv},
eprint = {1611.06474},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/AttariOALC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/KhoaC15,
author = {Nguyen Lu Dang Khoa and
Sanjay Chawla},
title = {A scalable approach to spectral clustering with {SDD} solvers},
journal = {J. Intell. Inf. Syst.},
volume = {44},
number = {2},
pages = {289--308},
year = {2015},
url = {https://doi.org/10.1007/s10844-013-0285-0},
doi = {10.1007/S10844-013-0285-0},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/KhoaC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dnis/AgrawalC15,
author = {Divyakant Agrawal and
Sanjay Chawla},
editor = {Wanming Chu and
Shinji Kikuchi and
Subhash Bhalla},
title = {The Big Data Landscape: Hurdles and Opportunities},
booktitle = {Databases in Networked Information Systems - 10th International Workshop,
{DNIS} 2015, Aizu-Wakamatsu, Japan, March 23-25, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8999},
pages = {1--11},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-16313-0\_1},
doi = {10.1007/978-3-319-16313-0\_1},
timestamp = {Mon, 03 Jan 2022 22:33:56 +0100},
biburl = {https://dblp.org/rec/conf/dnis/AgrawalC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuC15,
author = {Yan Liu and
Sanjay Chawla},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Social Media Anomaly Detection: Challenges and Solutions},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {2317--2318},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2789990},
doi = {10.1145/2783258.2789990},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KawaleBKTC15,
author = {Jaya Kawale and
Hung Hai Bui and
Branislav Kveton and
Long Tran{-}Thanh and
Sanjay Chawla},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Efficient Thompson Sampling for Online Matrix-Factorization Recommendation},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1297--1305},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/846c260d715e5b854ffad5f70a516c88-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KawaleBKTC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HortonGCE15,
author = {Michael Horton and
Joachim Gudmundsson and
Sanjay Chawla and
Jo{\"{e}}l Estephan},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {Automated Classification of Passing in Football},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9078},
pages = {319--330},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18032-8\_25},
doi = {10.1007/978-3-319-18032-8\_25},
timestamp = {Tue, 24 Aug 2021 17:53:56 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HortonGCE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MenonSC15,
author = {Aditya Krishna Menon and
Didi Surian and
Sanjay Chawla},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Cross-Modal Retrieval: {A} Pairwise Classification Approach},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {199--207},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.23},
doi = {10.1137/1.9781611974010.23},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MenonSC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GoelACE15,
author = {Naman Goel and
Divyakant Agrawal and
Sanjay Chawla and
Ahmed K. Elmagarmid},
title = {Parameter Database : Data-centric Synchronization for Scalable Machine
Learning},
journal = {CoRR},
volume = {abs/1508.00703},
year = {2015},
url = {http://arxiv.org/abs/1508.00703},
eprinttype = {arXiv},
eprint = {1508.00703},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoelACE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SarkarCRF15,
author = {Somwrita Sarkar and
Sanjay Chawla and
Peter A. Robinson and
Santo Fortunato},
title = {Eigenvector dynamics under perturbation of modular networks},
journal = {CoRR},
volume = {abs/1510.07064},
year = {2015},
url = {http://arxiv.org/abs/1510.07064},
eprinttype = {arXiv},
eprint = {1510.07064},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SarkarCRF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/WangSUC14,
author = {Fei Wang and
Uma Srinivasan and
Shahadat Uddin and
Sanjay Chawla},
editor = {Xindong Wu and
Martin Ester and
Guandong Xu},
title = {Application of network analysis on healthcare},
booktitle = {2014 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2014, Beijing, China, August 17-20,
2014},
pages = {596--603},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ASONAM.2014.6921647},
doi = {10.1109/ASONAM.2014.6921647},
timestamp = {Thu, 02 May 2024 20:50:55 +0200},
biburl = {https://dblp.org/rec/conf/asunam/WangSUC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BabaieCAY14,
author = {Tahereh Babaie and
Sanjay Chawla and
Sebastien Ardon and
Yue Yu},
editor = {Jimmy Lin and
Jian Pei and
Xiaohua Hu and
Wo Chang and
Raghunath Nambiar and
Charu C. Aggarwal and
Nick Cercone and
Vasant G. Honavar and
Jun Huan and
Bamshad Mobasher and
Saumyadipta Pyne},
title = {A unified approach to network anomaly detection},
booktitle = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014),
Washington, DC, USA, October 27-30, 2014},
pages = {650--655},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.2014.7004288},
doi = {10.1109/BIGDATA.2014.7004288},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/BabaieCAY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangLC14,
author = {Fei Wang and
Wei Liu and
Sanjay Chawla},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {On Sparse Feature Attacks in Adversarial Learning},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {1013--1018},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.117},
doi = {10.1109/ICDM.2014.117},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangLC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BabaieCA14,
author = {Tahereh Babaie and
Sanjay Chawla and
Romesh G. Abeysuriya},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Sleep analytics and online selective anomaly detection},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {362--371},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623699},
doi = {10.1145/2623330.2623699},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BabaieCA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OttPRC14,
author = {Lionel Ott and
Linsey Xiaolin Pang and
Fabio Tozeto Ramos and
Sanjay Chawla},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {On Integrated Clustering and Outlier Detection},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1359--1367},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/6f2268bd1d3d3ebaabb04d6b5d099425-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/OttPRC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/paap/AlmianiCV14,
author = {Khaled Almiani and
Sanjay Chawla and
Anastasios Viglas},
editor = {Hong Shen and
Yingpeng Sang and
Hui Tian},
title = {The Effect of Outliers in the Design of Data Gathering Tours},
booktitle = {Sixth International Symposium on Parallel Architectures, Algorithms
and Programming, {PAAP} 2014, Beijing, China, July 13-15, 2014},
pages = {209--214},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/PAAP.2014.23},
doi = {10.1109/PAAP.2014.23},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/paap/AlmianiCV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wpes/UllahBKC14,
author = {Imdad Ullah and
Roksana Boreli and
Salil S. Kanhere and
Sanjay Chawla},
editor = {Gail{-}Joon Ahn and
Anupam Datta},
title = {ProfileGuard: Privacy Preserving Obfuscation for Mobile User Profiles},
booktitle = {Proceedings of the 13th Workshop on Privacy in the Electronic Society,
{WPES} 2014, Scottsdale, AZ, USA, November 3, 2014},
pages = {83--92},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2665943.2665961},
doi = {10.1145/2665943.2665961},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wpes/UllahBKC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/SurianC14,
author = {Didi Surian and
Sanjay Chawla},
title = {Detection of Spatiotemporal Outlier Events in Social Networks},
booktitle = {Encyclopedia of Social Network Analysis and Mining},
pages = {364--369},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-6170-8\_324},
doi = {10.1007/978-1-4614-6170-8\_324},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/snam/SurianC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChawlaGGT14,
author = {Sanjay Chawla and
Kiran Garimella and
Aristides Gionis and
Dominic Tsang},
title = {Backbone discovery in traffic networks},
journal = {CoRR},
volume = {abs/1402.6138},
year = {2014},
url = {http://arxiv.org/abs/1402.6138},
eprinttype = {arXiv},
eprint = {1402.6138},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChawlaGGT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BabaieCA14,
author = {Tahereh Babaie and
Sanjay Chawla and
Romesh G. Abeysuriya},
title = {Sleep Analytics and Online Selective Anomaly Detection},
journal = {CoRR},
volume = {abs/1403.0156},
year = {2014},
url = {http://arxiv.org/abs/1403.0156},
eprinttype = {arXiv},
eprint = {1403.0156},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BabaieCA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BabaieCA14a,
author = {Tahereh Babaie and
Sanjay Chawla and
Sebastien Ardon},
title = {Network Traffic Decomposition for Anomaly Detection},
journal = {CoRR},
volume = {abs/1403.0157},
year = {2014},
url = {http://arxiv.org/abs/1403.0157},
eprinttype = {arXiv},
eprint = {1403.0157},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BabaieCA14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OttPRHC14,
author = {Lionel Ott and
Linsey Xiaolin Pang and
Fabio Ramos and
David Howe and
Sanjay Chawla},
title = {Integer Programming Relaxations for Integrated Clustering and Outlier
Detection},
journal = {CoRR},
volume = {abs/1403.1329},
year = {2014},
url = {http://arxiv.org/abs/1403.1329},
eprinttype = {arXiv},
eprint = {1403.1329},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OttPRHC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SarkarCW14,
author = {Somwrita Sarkar and
Sanjay Chawla and
Hanley Weng},
title = {Resilience of human brain functional coactivation networks under thresholding},
journal = {CoRR},
volume = {abs/1407.1549},
year = {2014},
url = {http://arxiv.org/abs/1407.1549},
eprinttype = {arXiv},
eprint = {1407.1549},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SarkarCW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HortonGCE14,
author = {Michael Horton and
Joachim Gudmundsson and
Sanjay Chawla and
Jo{\"{e}}l Estephan},
title = {Classification of Passes in Football Matches using Spatiotemporal
Data},
journal = {CoRR},
volume = {abs/1407.5093},
year = {2014},
url = {http://arxiv.org/abs/1407.5093},
eprinttype = {arXiv},
eprint = {1407.5093},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HortonGCE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/PangCLZ13,
author = {Linsey Xiaolin Pang and
Sanjay Chawla and
Wei Liu and
Yu Zheng},
title = {On detection of emerging anomalous traffic patterns using {GPS} data},
journal = {Data Knowl. Eng.},
volume = {87},
pages = {357--373},
year = {2013},
url = {https://doi.org/10.1016/j.datak.2013.05.002},
doi = {10.1016/J.DATAK.2013.05.002},
timestamp = {Fri, 07 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/PangCLZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/BabbarSC13,
author = {Sakshi Babbar and
Didi Surian and
Sanjay Chawla},
editor = {Osmar R. Za{\"{\i}}ane and
Sandra Zilles},
title = {A Causal Approach for Mining Interesting Anomalies},
booktitle = {Advances in Artificial Intelligence, 26th Canadian Conference on Artificial
Intelligence, Canadian {AI} 2013, Regina, SK, Canada, May 28-31, 2013.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7884},
pages = {226--232},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38457-8\_20},
doi = {10.1007/978-3-642-38457-8\_20},
timestamp = {Thu, 28 Sep 2023 12:27:13 +0200},
biburl = {https://dblp.org/rec/conf/ai/BabbarSC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/PangCSW13,
author = {Linsey Xiaolin Pang and
Sanjay Chawla and
Bernhard Scholz and
Georgina Wilcox},
editor = {Yoshiharu Ishikawa and
Jianzhong Li and
Wei Wang and
Rui Zhang and
Wenjie Zhang},
title = {A Scalable Approach for {LRT} Computation in {GPGPU} Environments},
booktitle = {Web Technologies and Applications - 15th Asia-Pacific Web Conference,
APWeb 2013, Sydney, Australia, April 4-6, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7808},
pages = {595--608},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37401-2\_58},
doi = {10.1007/978-3-642-37401-2\_58},
timestamp = {Mon, 28 Aug 2023 21:17:33 +0200},
biburl = {https://dblp.org/rec/conf/apweb/PangCSW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MenonNAC13,
author = {Aditya Krishna Menon and
Harikrishna Narasimhan and
Shivani Agarwal and
Sanjay Chawla},
title = {On the Statistical Consistency of Algorithms for Binary Classification
under Class Imbalance},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {603--611},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/menon13a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/MenonNAC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/WangCL13,
author = {Fei Wang and
Sanjay Chawla and
Wei Liu},
title = {Tikhonov or Lasso Regularization: Which Is Better and When},
booktitle = {25th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2013, Herndon, VA, USA, November 4-6, 2013},
pages = {795--802},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICTAI.2013.122},
doi = {10.1109/ICTAI.2013.122},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/WangCL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YangLZCZ13,
author = {Pengyi Yang and
Wei Liu and
Bing Bing Zhou and
Sanjay Chawla and
Albert Y. Zomaya},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Ensemble-Based Wrapper Methods for Feature Selection and Class Imbalance
Learning},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7818},
pages = {544--555},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37453-1\_45},
doi = {10.1007/978-3-642-37453-1\_45},
timestamp = {Thu, 02 May 2024 20:50:56 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YangLZCZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SurianC13,
author = {Didi Surian and
Sanjay Chawla},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Mining Outlier Participants: Insights Using Directional Distributions
in Latent Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8190},
pages = {337--352},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_22},
doi = {10.1007/978-3-642-40994-3\_22},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SurianC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChawlaG13,
author = {Sanjay Chawla and
Aristides Gionis},
title = {k-means-: {A} Unified Approach to Clustering and Outlier Detection},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {189--197},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.21},
doi = {10.1137/1.9781611972832.21},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChawlaG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DavisCL13,
author = {Richard Davis and
Sanjay Chawla and
Philip H. W. Leong},
title = {Feature Graph Architectures},
journal = {CoRR},
volume = {abs/1312.4209},
year = {2013},
url = {http://arxiv.org/abs/1312.4209},
eprinttype = {arXiv},
eprint = {1312.4209},
timestamp = {Wed, 30 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/DavisCL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/VriesCH12,
author = {Timothy de Vries and
Sanjay Chawla and
Michael E. Houle},
title = {Density-preserving projections for large-scale local anomaly detection},
journal = {Knowl. Inf. Syst.},
volume = {32},
number = {1},
pages = {25--52},
year = {2012},
url = {https://doi.org/10.1007/s10115-011-0430-4},
doi = {10.1007/S10115-011-0430-4},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/VriesCH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/LiuCBLR12,
author = {Wei Liu and
Sanjay Chawla and
James Bailey and
Christopher Leckie and
Kotagiri Ramamohanarao},
editor = {Michael Thielscher and
Dongmo Zhang},
title = {An Efficient Adversarial Learning Strategy for Constructing Robust
Classification Boundaries},
booktitle = {{AI} 2012: Advances in Artificial Intelligence - 25th Australasian
Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7691},
pages = {649--660},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35101-3\_55},
doi = {10.1007/978-3-642-35101-3\_55},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/LiuCBLR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/KhoaC12,
author = {Nguyen Lu Dang Khoa and
Sanjay Chawla},
editor = {Jean{-}Gabriel Ganascia and
Philippe Lenca and
Jean{-}Marc Petit},
title = {Large Scale Spectral Clustering Using Resistance Distance and Spielman-Teng
Solvers},
booktitle = {Discovery Science - 15th International Conference, {DS} 2012, Lyon,
France, October 29-31, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7569},
pages = {7--21},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33492-4\_4},
doi = {10.1007/978-3-642-33492-4\_4},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/KhoaC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/PrecupRBKKCSK12,
author = {Doina Precup and
Carlos A. Robles{-}Rubio and
Karen A. Brown and
Lara J. Kanbar and
Jennifer Kaczmarek and
Sanjay Chawla and
Guilherme M. Sant'Anna and
Robert E. Kearney},
title = {Prediction of extubation readiness in extreme preterm infants based
on measures of cardiorespiratory variability},
booktitle = {Annual International Conference of the {IEEE} Engineering in Medicine
and Biology Society, {EMBC} 2012, San Diego, CA, USA, August 28 -
September 1, 2012},
pages = {5630--5633},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/EMBC.2012.6347271},
doi = {10.1109/EMBC.2012.6347271},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/PrecupRBKKCSK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChawlaZH12,
author = {Sanjay Chawla and
Yu Zheng and
Jiafeng Hu},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Inferring the Root Cause in Road Traffic Anomalies},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {141--150},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.104},
doi = {10.1109/ICDM.2012.104},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChawlaZH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/BabbarC12,
author = {Sakshi Babbar and
Sanjay Chawla},
title = {Mining Causal Outliers Using Gaussian Bayesian Networks},
booktitle = {{IEEE} 24th International Conference on Tools with Artificial Intelligence,
{ICTAI} 2012, Athens, Greece, November 7-9, 2012},
pages = {97--104},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICTAI.2012.22},
doi = {10.1109/ICTAI.2012.22},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/BabbarC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2012-1,
editor = {Pang{-}Ning Tan and
Sanjay Chawla and
Chin Kuan Ho and
James Bailey},
title = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia
Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7301},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30217-6},
doi = {10.1007/978-3-642-30217-6},
isbn = {978-3-642-30216-9},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2012-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2012-2,
editor = {Pang{-}Ning Tan and
Sanjay Chawla and
Chin Kuan Ho and
James Bailey},
title = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia
Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29 - June 1,
2012, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7302},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30220-6},
doi = {10.1007/978-3-642-30220-6},
isbn = {978-3-642-30219-0},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2012-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1201-2969,
author = {Ghazi Al{-}Naymat and
Sanjay Chawla and
Javid Taheri},
title = {SparseDTW: {A} Novel Approach to Speed up Dynamic Time Warping},
journal = {CoRR},
volume = {abs/1201.2969},
year = {2012},
url = {http://arxiv.org/abs/1201.2969},
eprinttype = {arXiv},
eprint = {1201.2969},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1201-2969.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/VriesKCC11,
author = {Timothy de Vries and
Hui Ke and
Sanjay Chawla and
Peter Christen},
title = {Robust Record Linkage Blocking Using Suffix Arrays and Bloom Filters},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {5},
number = {2},
pages = {9:1--9:27},
year = {2011},
url = {https://doi.org/10.1145/1921632.1921635},
doi = {10.1145/1921632.1921635},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/VriesKCC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/PangCLZ11,
author = {Linsey Xiaolin Pang and
Sanjay Chawla and
Wei Liu and
Yu Zheng},
editor = {Jie Tang and
Irwin King and
Ling Chen and
Jianyong Wang},
title = {On Mining Anomalous Patterns in Road Traffic Streams},
booktitle = {Advanced Data Mining and Applications - 7th International Conference,
{ADMA} 2011, Beijing, China, December 17-19, 2011, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {7121},
pages = {237--251},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25856-5\_18},
doi = {10.1007/978-3-642-25856-5\_18},
timestamp = {Thu, 14 Oct 2021 10:01:35 +0200},
biburl = {https://dblp.org/rec/conf/adma/PangCLZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TsangC11,
author = {Dominic Tsang and
Sanjay Chawla},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {A robust index for regular expression queries},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {2365--2368},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063968},
doi = {10.1145/2063576.2063968},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/TsangC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuZCYX11,
author = {Wei Liu and
Yu Zheng and
Sanjay Chawla and
Jing Yuan and
Xing Xie},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Discovering spatio-temporal causal interactions in traffic data streams},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {1010--1018},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020571},
doi = {10.1145/2020408.2020571},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuZCYX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiuC11,
author = {Wei Liu and
Sanjay Chawla},
editor = {Joshua Zhexue Huang and
Longbing Cao and
Jaideep Srivastava},
title = {Class Confidence Weighted \emph{k}NN Algorithms for Imbalanced Data
Sets},
booktitle = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6635},
pages = {345--356},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20847-8\_29},
doi = {10.1007/978-3-642-20847-8\_29},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiuC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuC11,
author = {Wei Liu and
Sanjay Chawla},
title = {A Quadratic Mean based Supervised Learning Model for Managing Data
Skewness},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {188--198},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.17},
doi = {10.1137/1.9781611972818.17},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-3894,
author = {Nguyen Lu Dang Khoa and
Sanjay Chawla},
title = {Online Anomaly Detection Systems Using Incremental Commute Time},
journal = {CoRR},
volume = {abs/1107.3894},
year = {2011},
url = {http://arxiv.org/abs/1107.3894},
eprinttype = {arXiv},
eprint = {1107.3894},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-3894.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-1228,
author = {Dominic Tsang and
Sanjay Chawla},
title = {An index for regular expression queries: Design and implementation},
journal = {CoRR},
volume = {abs/1108.1228},
year = {2011},
url = {http://arxiv.org/abs/1108.1228},
eprinttype = {arXiv},
eprint = {1108.1228},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1108-1228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-4541,
author = {Nguyen Lu Dang Khoa and
Sanjay Chawla},
title = {Large Scale Spectral Clustering Using Approximate Commute Time Embedding},
journal = {CoRR},
volume = {abs/1111.4541},
year = {2011},
url = {http://arxiv.org/abs/1111.4541},
eprinttype = {arXiv},
eprint = {1111.4541},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-4541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ChawlaHD10,
author = {Sanjay Chawla and
David J. Hand and
Vasant Dhar},
title = {Outlier detection special issue},
journal = {Data Min. Knowl. Discov.},
volume = {20},
number = {2},
pages = {189--190},
year = {2010},
url = {https://doi.org/10.1007/s10618-009-0163-0},
doi = {10.1007/S10618-009-0163-0},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ChawlaHD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiuC10,
author = {Wei Liu and
Sanjay Chawla},
title = {Mining adversarial patterns via regularized loss minimization},
journal = {Mach. Learn.},
volume = {81},
number = {1},
pages = {69--83},
year = {2010},
url = {https://doi.org/10.1007/s10994-010-5199-2},
doi = {10.1007/S10994-010-5199-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiuC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/BabbarC10,
author = {Sakshi Babbar and
Sanjay Chawla},
editor = {P. Sreenivasa Kumar and
Srinivasan Parthasarathy and
Shantanu Godbole},
title = {On Bayesian Network and Outlier Detection},
booktitle = {Proceedings of the 16th International Conference on Management of
Data, 2010, Nagpur, India},
pages = {125},
publisher = {Allied Publishers},
year = {2010},
url = {http://www.cse.iitb.ac.in/\%7Ecomad/2010/ResearchTrack/paper\%2017.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/BabbarC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VriesCH10,
author = {Timothy de Vries and
Sanjay Chawla and
Michael E. Houle},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Finding Local Anomalies in Very High Dimensional Space},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {128--137},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.151},
doi = {10.1109/ICDM.2010.151},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VriesCH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KhoaBCZ10,
author = {Nguyen Lu Dang Khoa and
Tahereh Babaie and
Sanjay Chawla and
Zainab R. Zaidi},
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Network Anomaly Detection Using a Commute Distance Based Approach},
booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
pages = {943--950},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDMW.2010.90},
doi = {10.1109/ICDMW.2010.90},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KhoaBCZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KhoaC10,
author = {Nguyen Lu Dang Khoa and
Sanjay Chawla},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {Robust Outlier Detection Using Commute Time and Eigenspace Embedding},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6119},
pages = {422--434},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13672-6\_41},
doi = {10.1007/978-3-642-13672-6\_41},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/KhoaC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuCCC10,
author = {Wei Liu and
Sanjay Chawla and
David A. Cieslak and
Nitesh V. Chawla},
title = {A Robust Decision Tree Algorithm for Imbalanced Data Sets},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {766--777},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.67},
doi = {10.1137/1.9781611972801.67},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuCCC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Chawla10,
author = {Sanjay Chawla},
editor = {Huan Liu and
Hiroshi Motoda and
Rudy Setiono and
Zheng Zhao},
title = {Feature Selection, Association Rules Network and Theory Building},
booktitle = {Proceedings of the Fourth International Workshop on Feature Selection
in Data Mining, FSDM, held at {PAKDD} 2010, Hyderabad, India, June
21st, 2010},
series = {{JMLR} Proceedings},
volume = {10},
pages = {14--21},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v10/chawla10a.html},
timestamp = {Fri, 30 Jun 2023 14:32:16 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Chawla10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1003-5474,
author = {Ilia Zvedeniouk and
Sanjay Chawla},
title = {Angle Tree: Nearest Neighbor Search in High Dimensions with Low Intrinsic
Dimensionality},
journal = {CoRR},
volume = {abs/1003.5474},
year = {2010},
url = {http://arxiv.org/abs/1003.5474},
eprinttype = {arXiv},
eprint = {1003.5474},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1003-5474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PandeyCPAD09,
author = {Gaurav Pandey and
Sanjay Chawla and
Simon K. Poon and
Bavani Arunasalam and
Joseph G. Davis},
title = {Association Rules Network: Definition and Applications},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {4},
pages = {260--279},
year = {2009},
url = {https://doi.org/10.1002/sam.10027},
doi = {10.1002/SAM.10027},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PandeyCPAD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/Al-NaymatCT09,
author = {Ghazi Al{-}Naymat and
Sanjay Chawla and
Javid Taheri},
editor = {Paul J. Kennedy and
Kok{-}Leong Ong and
Peter Christen},
title = {SparseDTW: {A} Novel Approach to Speed up Dynamic Time Warping},
booktitle = {Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne,
Australia, December 2009},
series = {{CRPIT}},
volume = {101},
pages = {117--128},
publisher = {Australian Computer Society},
year = {2009},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV101Al-Naymat.html},
timestamp = {Thu, 25 Jul 2019 14:09:43 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/Al-NaymatCT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/VriesKCC09,
author = {Timothy de Vries and
Hui Ke and
Sanjay Chawla and
Peter Christen},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {Robust record linkage blocking using suffix arrays},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {305--314},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1645994},
doi = {10.1145/1645953.1645994},
timestamp = {Fri, 27 Aug 2021 11:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/VriesKCC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuC09,
author = {Wei Liu and
Sanjay Chawla},
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 = {A Game Theoretical Model for Adversarial Learning},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {25--30},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.9},
doi = {10.1109/ICDMW.2009.9},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/comad/2009,
editor = {Sanjay Chawla and
Kamalakar Karlapalem and
Vikram Pudi},
title = {Proceedings of the 15th International Conference on Management of
Data, December 9-12, 2009, International School of Information Management,
Mysore, India},
publisher = {Computer Society of India},
year = {2009},
timestamp = {Tue, 10 Aug 2010 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/comad/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2008w,
editor = {Sanjay Chawla and
Takashi Washio and
Shin{-}ichi Minato and
Shusaku Tsumoto and
Takashi Onoda and
Seiji Yamada and
Akihiro Inokuchi},
title = {New Frontiers in Applied Data Mining, {PAKDD} 2008 International Workshops,
Osaka, Japan, May 20-23, 2008. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5433},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-00399-8},
doi = {10.1007/978-3-642-00399-8},
isbn = {978-3-642-00398-1},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2008w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/VerheinC08,
author = {Florian Verhein and
Sanjay Chawla},
title = {Mining spatio-temporal patterns in object mobility databases},
journal = {Data Min. Knowl. Discov.},
volume = {16},
number = {1},
pages = {5--38},
year = {2008},
url = {https://doi.org/10.1007/s10618-007-0079-5},
doi = {10.1007/S10618-007-0079-5},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/VerheinC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/VriesCSP08,
author = {Timothy de Vries and
Sanjay Chawla and
Pei Sun and
Gia Vinh Anh Pham},
editor = {Gautam Das and
N. L. Sarda and
P. Krishna Reddy},
title = {Disk-Based Sampling for Outlier Detection in High Dimensional Data},
booktitle = {Proceedings of the 14th International Conference on Management of
Data, December 17-19, 2008, {IIT} Bombay, Mumbai, India},
pages = {40--50},
publisher = {Computer Society of India / Allied Publishers},
year = {2008},
url = {http://www.cse.iitb.ac.in/\%7Ecomad/2008/PDFs/24.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/VriesCSP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuLC08,
author = {Elizabeth Wu and
Wei Liu and
Sanjay Chawla},
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 = {Spatio-temporal Outlier Detection in Precipitation Data},
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 = {115--133},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-12519-5\_7},
doi = {10.1007/978-3-642-12519-5\_7},
timestamp = {Mon, 30 Nov 2020 08:47:24 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WuLC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/gis/Chawla08,
author = {Sanjay Chawla},
editor = {Shashi Shekhar and
Hui Xiong},
title = {Patterns, Complex},
booktitle = {Encyclopedia of {GIS}},
pages = {849--851},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-35973-1\_965},
doi = {10.1007/978-0-387-35973-1\_965},
timestamp = {Fri, 03 Apr 2020 17:07:19 +0200},
biburl = {https://dblp.org/rec/reference/gis/Chawla08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/McIntoshC07,
author = {Tara McIntosh and
Sanjay Chawla},
title = {High Confidence Rule Mining for Microarray Analysis},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {4},
number = {4},
pages = {611--623},
year = {2007},
url = {https://doi.org/10.1109/tcbb.2007.1050},
doi = {10.1109/TCBB.2007.1050},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/McIntoshC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VerheinC07,
author = {Florian Verhein and
Sanjay Chawla},
title = {Using Significant, Positively Associated and Relatively Class Correlated
Rules for Associative Classification of Imbalanced Datasets},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining
{(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {679--684},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDM.2007.63},
doi = {10.1109/ICDM.2007.63},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VerheinC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuC07,
author = {Elizabeth Wu and
Sanjay Chawla},
title = {Spatio-Temporal Analysis of the Relationship between South American
Precipitation Extremes and the El Ni{\~{n}}o Southern Oscillation},
booktitle = {Workshops Proceedings of the 7th {IEEE} International Conference on
Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {685--692},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDMW.2007.102},
doi = {10.1109/ICDMW.2007.102},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Al-NaymatCG07,
author = {Ghazi Al{-}Naymat and
Sanjay Chawla and
Joachim Gudmundsson},
editor = {Yookun Cho and
Roger L. Wainwright and
Hisham Haddad and
Sung Y. Shin and
Yong Wan Koo},
title = {Dimensionality reduction for long duration and complex spatio-temporal
queries},
booktitle = {Proceedings of the 2007 {ACM} Symposium on Applied Computing (SAC),
Seoul, Korea, March 11-15, 2007},
pages = {393--397},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1244002.1244095},
doi = {10.1145/1244002.1244095},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/Al-NaymatCG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MenonPCV07,
author = {Aditya Krishna Menon and
Gia Vinh Anh Pham and
Sanjay Chawla and
Anastasios Viglas},
title = {An incremental data-stream sketch using sparse random projections},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {563--568},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.62},
doi = {10.1137/1.9781611972771.62},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MenonPCV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ChawlaS06,
author = {Sanjay Chawla and
Pei Sun},
title = {{SLOM:} a new measure for local spatial outliers},
journal = {Knowl. Inf. Syst.},
volume = {9},
number = {4},
pages = {412--429},
year = {2006},
url = {https://doi.org/10.1007/s10115-005-0200-2},
doi = {10.1007/S10115-005-0200-2},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ChawlaS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/VerheinC06,
author = {Florian Verhein and
Sanjay Chawla},
editor = {Mong{-}Li Lee and
Kian{-}Lee Tan and
Vilas Wuwongse},
title = {Mining Spatio-temporal Association Rules, Sources, Sinks, Stationary
Regions and Thoroughfares in Object Mobility Databases},
booktitle = {Database Systems for Advanced Applications, 11th International Conference,
{DASFAA} 2006, Singapore, April 12-15, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3882},
pages = {187--201},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11733836\_15},
doi = {10.1007/11733836\_15},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/VerheinC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VerheinC06,
author = {Florian Verhein and
Sanjay Chawla},
title = {Geometrically Inspired Itemset Mining},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {655--666},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.75},
doi = {10.1109/ICDM.2006.75},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VerheinC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ArunasalamC06,
author = {Bavani Arunasalam and
Sanjay Chawla},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {{CCCS:} a top-down associative classifier for imbalanced class distribution},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {517--522},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150461},
doi = {10.1145/1150402.1150461},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ArunasalamC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SunCA06,
author = {Pei Sun and
Sanjay Chawla and
Bavani Arunasalam},
editor = {Joydeep Ghosh and
Diane Lambert and
David B. Skillicorn and
Jaideep Srivastava},
title = {Mining for Outliers in Sequential Databases},
booktitle = {Proceedings of the Sixth {SIAM} International Conference on Data Mining,
April 20-22, 2006, Bethesda, MD, {USA}},
pages = {94--105},
publisher = {{SIAM}},
year = {2006},
url = {https://doi.org/10.1137/1.9781611972764.9},
doi = {10.1137/1.9781611972764.9},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SunCA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/HoLC05,
author = {Joshua Ho and
Lior Lukov and
Sanjay Chawla},
title = {Sequential Pattern Mining with Constraints on Large Protein Databases},
booktitle = {Advances in Data Management 2005, Proceedings of the 12th International
Conference on Management of Data, {COMAD} 2005b, December 20-22, 2005,
Hyderabad, India},
publisher = {Computer Society of India},
year = {2005},
url = {https://www.cse.iitb.ac.in/\%7Ecomad/2005b/papers/comad2005b\_9.pdf},
timestamp = {Thu, 14 Jul 2022 18:04:36 +0200},
biburl = {https://dblp.org/rec/conf/comad/HoLC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/LerKC05,
author = {Daren Ler and
Irena Koprinska and
Sanjay Chawla},
editor = {Ingrid Russell and
Zdravko Markov},
title = {A Hill-Climbing Landmarker Generation Algorithm Based on Efficiency
and Correlativity Criteria},
booktitle = {Proceedings of the Eighteenth International Florida Artificial Intelligence
Research Society Conference, Clearwater Beach, Florida, {USA}},
pages = {418--423},
publisher = {{AAAI} Press},
year = {2005},
url = {http://www.aaai.org/Library/FLAIRS/2005/flairs05-069.php},
timestamp = {Wed, 26 Oct 2022 08:35:28 +0200},
biburl = {https://dblp.org/rec/conf/flairs/LerKC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/McIntoshC05,
author = {Tara McIntosh and
Sanjay Chawla},
editor = {Srinivasan Parthasarathy and
Wei Wang and
Mohammed J. Zaki},
title = {On discovery of maximal confident rules without support pruning in
microarray data},
booktitle = {Proceedings of the 5th international workshop on Bioinformatics, {BIOKDD}
2005, Chicago, Illinois, USA, August 21, 2005},
pages = {37--45},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1134030.1134038},
doi = {10.1145/1134030.1134038},
timestamp = {Tue, 06 Nov 2018 16:59:36 +0100},
biburl = {https://dblp.org/rec/conf/kdd/McIntoshC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LukovCC05,
author = {Lior Lukov and
Sanjay Chawla and
W. Bret Church},
editor = {Tu Bao Ho and
David Wai{-}Lok Cheung and
Huan Liu},
title = {Conditional Random Fields for Transmembrane Helix Prediction},
booktitle = {Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia
Conference, {PAKDD} 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3518},
pages = {155--161},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11430919\_20},
doi = {10.1007/11430919\_20},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LukovCC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ArunasalamCS05,
author = {Bavani Arunasalam and
Sanjay Chawla and
Pei Sun},
editor = {Hillol Kargupta and
Jaideep Srivastava and
Chandrika Kamath and
Arnold Goodman},
title = {Striking Two Birds With One Stone: Simultaneous Mining of Positive
and Negative Spatial Patterns},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {173--182},
publisher = {{SIAM}},
year = {2005},
url = {https://doi.org/10.1137/1.9781611972757.16},
doi = {10.1137/1.9781611972757.16},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ArunasalamCS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/LerKC04,
author = {Daren Ler and
Irena Koprinska and
Sanjay Chawla},
editor = {Geoffrey I. Webb and
Xinghuo Yu},
title = {A Landmarker Selection Algorithm Based on Correlation and Efficiency
Criteria},
booktitle = {{AI} 2004: Advances in Artificial Intelligence, 17th Australian Joint
Conference on Artificial Intelligence, Cairns, Australia, December
4-6, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3339},
pages = {296--306},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30549-1\_27},
doi = {10.1007/978-3-540-30549-1\_27},
timestamp = {Wed, 20 Nov 2019 16:52:44 +0100},
biburl = {https://dblp.org/rec/conf/ausai/LerKC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/ArunasalamCSM04,
author = {Bavani Arunasalam and
Sanjay Chawla and
Pei Sun and
Robert Munro},
title = {Mining Complex Relationships in the {SDSS} SkyServer Spatial Database},
booktitle = {28th International Computer Software and Applications Conference {(COMPSAC}
2004), Design and Assessment of Trustworthy Software-Based Systems,
27-30 September 2004, Hong Kong, China, Workshop Papers},
pages = {142--145},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/CMPSAC.2004.1342697},
doi = {10.1109/CMPSAC.2004.1342697},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/compsac/ArunasalamCSM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/LerKC04,
author = {Daren Ler and
Irena Koprinska and
Sanjay Chawla},
editor = {Masumi Ishikawa and
Shuji Hashimoto and
Marcin Paprzycki and
Emilia I. Barakova and
Kaori Yoshida and
Mario K{\"{o}}ppen and
David W. Corne and
Ajith Abraham},
title = {Comparisons between Heuristics Based on Correlativity and Efficiency
for Landmarker Generation},
booktitle = {4th International Conference on Hybrid Intelligent Systems {(HIS}
2004), 5-8 December 2004, Kitakyushu, Japan},
pages = {32--37},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICHIS.2004.33},
doi = {10.1109/ICHIS.2004.33},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/LerKC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ChawlaDP04,
author = {Sanjay Chawla and
Joseph G. Davis and
Gaurav Pandey},
editor = {Z. Meral {\"{O}}zsoyoglu and
Stanley B. Zdonik},
title = {On Local Pruning of Association Rules Using Directed Hypergraphs},
booktitle = {Proceedings of the 20th International Conference on Data Engineering,
{ICDE} 2004, 30 March - 2 April 2004, Boston, MA, {USA}},
pages = {832},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICDE.2004.1320063},
doi = {10.1109/ICDE.2004.1320063},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ChawlaDP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SunC04,
author = {Pei Sun and
Sanjay Chawla},
title = {On Local Spatial Outliers},
booktitle = {Proceedings of the 4th {IEEE} International Conference on Data Mining
{(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
pages = {209--216},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICDM.2004.10097},
doi = {10.1109/ICDM.2004.10097},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SunC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LerKC04,
author = {Daren Ler and
Irena Koprinska and
Sanjay Chawla},
editor = {Mehmed M. Kantardzic and
Mariofanna G. Milanova and
Olfa Nasraoui},
title = {A new landmarker generation algorithm based on correlativity},
booktitle = {Proceedings of the 2004 International Conference on Machine Learning
and Applications - {ICMLA} 2004, 16-18 December 2004, Louisville,
KY, {USA}},
pages = {178--185},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICMLA.2004.1383511},
doi = {10.1109/ICMLA.2004.1383511},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LerKC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0013795,
author = {Shashi Shekhar and
Sanjay Chawla},
title = {Spatial databases - a tour},
publisher = {Prentice Hall},
year = {2003},
isbn = {978-0-13-017480-2},
timestamp = {Thu, 14 Apr 2011 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0013795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuSC03,
author = {Xuan Liu and
Shashi Shekhar and
Sanjay Chawla},
title = {Object-Based Directional Query Processing in Spatial Databases},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {15},
number = {2},
pages = {295--304},
year = {2003},
url = {https://doi.org/10.1109/TKDE.2003.1185835},
doi = {10.1109/TKDE.2003.1185835},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuSC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MunroCS03,
author = {Robert Munro and
Sanjay Chawla and
Pei Sun},
title = {Complex Spatial Relationships},
booktitle = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
{(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
pages = {227--234},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICDM.2003.1250924},
doi = {10.1109/ICDM.2003.1250924},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MunroCS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ChawlaAD03,
author = {Sanjay Chawla and
Bavani Arunasalam and
Joseph G. Davis},
editor = {Kyu{-}Young Whang and
Jongwoo Jeon and
Kyuseok Shim and
Jaideep Srivastava},
title = {Mining Open Source Software {(OSS)} Data Using Association Rules Network},
booktitle = {Advances in Knowledge Discovery and Data Mining, 7th Pacific-Asia
Conference, {PAKDD} 2003, Seoul, Korea, April 30 - May 2, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2637},
pages = {461--466},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-36175-8\_46},
doi = {10.1007/3-540-36175-8\_46},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ChawlaAD03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ShekharLCR02,
author = {Shashi Shekhar and
Chang{-}Tien Lu and
Sanjay Chawla and
Sivakumar Ravada},
title = {Efficient Join-Index-Based Spatial-Join Processing: {A} Clustering
Approach},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {14},
number = {6},
pages = {1400--1421},
year = {2002},
url = {https://doi.org/10.1109/TKDE.2002.1047776},
doi = {10.1109/TKDE.2002.1047776},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ShekharLCR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/ShekharSVWC02,
author = {Shashi Shekhar and
Paul R. Schrater and
Ranga Raju Vatsavai and
Weili Wu and
Sanjay Chawla},
title = {Spatial contextual classification and prediction models for mining
geospatial data},
journal = {{IEEE} Trans. Multim.},
volume = {4},
number = {2},
pages = {174--188},
year = {2002},
url = {https://doi.org/10.1109/TMM.2002.1017732},
doi = {10.1109/TMM.2002.1017732},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmm/ShekharSVWC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcis/ChawlaSW02,
author = {Sanjay Chawla and
Shashi Shekhar and
Weili Wu},
editor = {H. John Caulfield and
Shu{-}Heng Chen and
Heng{-}Da Cheng and
Richard J. Duro and
Vasant G. Honavar and
Etienne E. Kerre and
Mi Lu and
Manuel Gra{\~{n}}a Romay and
Timothy K. Shih and
Dan Ventura and
Paul P. Wang and
Yuanyuan Yang},
title = {A Comparison of Markov Random Field and Spatial Regression Models
for Mining Geospatial Data},
booktitle = {Proceedings of the 6th Joint Conference on Information Science, March
8-13, 2002, Research Triangle Park, North Carolina, {USA}},
pages = {245--250},
publisher = {{JCIS} / Association for Intelligent Machinery, Inc.},
year = {2002},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/jcis/ChawlaSW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/LiuSC01,
author = {Xuan Liu and
Shashi Shekhar and
Sanjay Chawla},
title = {Maintaining Spatial Constraints Using a Dimension Graph Approach},
journal = {Int. J. Artif. Intell. Tools},
volume = {10},
number = {4},
pages = {639--662},
year = {2001},
url = {https://doi.org/10.1142/S0218213001000696},
doi = {10.1142/S0218213001000696},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/LiuSC01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChawlaSWO01,
author = {Sanjay Chawla and
Shashi Shekhar and
Weili Wu and
Uygar {\"{O}}zesmi},
editor = {Vipin Kumar and
Robert L. Grossman},
title = {Modeling Spatial Dependencies for Mining Geospatial Data},
booktitle = {Proceedings of the First {SIAM} International Conference on Data Mining,
{SDM} 2001, Chicago, IL, USA, April 5-7, 2001},
pages = {1--17},
publisher = {{SIAM}},
year = {2001},
url = {https://doi.org/10.1137/1.9781611972719.27},
doi = {10.1137/1.9781611972719.27},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ChawlaSWO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkd/ChawlaSWO00,
author = {Sanjay Chawla and
Shashi Shekhar and
Weili Wu and
Uygar {\"{O}}zesmi},
editor = {Dimitrios Gunopulos and
Rajeev Rastogi},
title = {Extending Data Mining for Spatial Applications: {A} Case Study in
Predicting Nest Locations},
booktitle = {2000 {ACM} {SIGMOD} Workshop on Research Issues in Data Mining and
Knowledge Discovery, Dallas, Texas, USA, May 14, 2000},
pages = {70--77},
year = {2000},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dmkd/ChawlaSWO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/LiuSC00,
author = {Xuan Liu and
Shashi Shekhar and
Sanjay Chawla},
editor = {Ki{-}Joune Li and
Kia Makki and
Niki Pissinou and
Siva Ravada},
title = {Processing object-oientation-based direction queries: a summary of
results},
booktitle = {{ACM-GIS} 2000, Proceedings of the Eighth {ACM} Symposium on Advances
in Geographic Information Systems, November 10-11, 2000, Washington
D.C., {USA}},
pages = {69--76},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/355274.355284},
doi = {10.1145/355274.355284},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/LiuSC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/LiuSC00,
author = {Xuan Liu and
Shashi Shekhar and
Sanjay Chawla},
title = {Consistency checking for Euclidean spatial constraints: a dimension
graph approach},
booktitle = {12th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2000), 13-15 November 2000, Vancouver, BC, Canada},
pages = {333},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/TAI.2000.889891},
doi = {10.1109/TAI.2000.889891},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/LiuSC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChawlaSWO00,
author = {Sanjay Chawla and
Shashi Shekhar and
Weili Wu and
Uygar {\"{O}}zesmi},
editor = {Simeon J. Simoff and
Osmar R. Za{\"{\i}}ane},
title = {Predicting Locations Using Map Similarity(PLUMS): {A} Framework for
Spatial Data Mining},
booktitle = {Proceedings of the International Workshop on Multimedia Data Mining,
MDM/KDD'2000, August 20th, 2000, Boston, MA, {USA}},
pages = {14--24},
publisher = {University of Alberta},
year = {2000},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChawlaSWO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/ShekharLC99,
author = {Shashi Shekhar and
Xuan Liu and
Sanjay Chawla},
title = {An Object Model of Direction and Its Implications},
journal = {GeoInformatica},
volume = {3},
number = {4},
pages = {357--379},
year = {1999},
url = {https://doi.org/10.1023/A:1009888814892},
doi = {10.1023/A:1009888814892},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/geoinformatica/ShekharLC99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ShekharCRFLL99,
author = {Shashi Shekhar and
Sanjay Chawla and
Sivakumar Ravada and
Andrew Fetterer and
Xuan Liu and
Chang{-}Tien Lu},
title = {Spatial Databases - Accomplishments and Research Needs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {11},
number = {1},
pages = {45--55},
year = {1999},
url = {https://doi.org/10.1109/69.755614},
doi = {10.1109/69.755614},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ShekharCRFLL99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isd/ShekharVCB99,
author = {Shashi Shekhar and
Ranga Raju Vatsavai and
Sanjay Chawla and
Thomas E. Burk},
editor = {Peggy Agouris and
Anthony Stefanidis},
title = {Spatial Pictogram Enhanced Conceptual Data Models and Their Translation
to Logical Data Models},
booktitle = {Integrated Spatial Databases, Digital Inages and GIS, International
Workshop {ISD} '99, Portland, ME, USA, June 14-16, 1999, Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {1737},
pages = {77--104},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-46621-5\_6},
doi = {10.1007/3-540-46621-5\_6},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/isd/ShekharVCB99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/srds/RavadaSLC98,
author = {Sivakumar Ravada and
Shashi Shekhar and
Chang{-}Tien Lu and
Sanjay Chawla},
title = {Optimizing Join Index Based Join Processing: {A} Graph Partitioning
Approach},
booktitle = {The Seventeenth Symposium on Reliable Distributed Systems, {SRDS}
1998, West Lafayette, Indiana, USA, October 20-22, 1998, Proceedings},
pages = {302--308},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/RELDIS.1998.740513},
doi = {10.1109/RELDIS.1998.740513},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/srds/RavadaSLC98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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