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ORCIDBibTeX records: Chandan K. Reddy
@article{DBLP:journals/tkdd/TipirneniZR24,
author = {Sindhu Tipirneni and
Ming Zhu and
Chandan K. Reddy},
title = {StructCoder: Structure-Aware Transformer for Code Generation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {3},
pages = {70:1--70:20},
year = {2024},
url = {https://doi.org/10.1145/3636430},
doi = {10.1145/3636430},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/TipirneniZR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LuRWNN24,
author = {Chang Lu and
Chandan K. Reddy and
Ping Wang and
Dong Nie and
Yue Ning},
title = {Multi-Label Clinical Time-Series Generation via Conditional {GAN}},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1728--1740},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3310909},
doi = {10.1109/TKDE.2023.3310909},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LuRWNN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-06310,
author = {Akshita Jha and
Vinodkumar Prabhakaran and
Remi Denton and
Sarah Laszlo and
Shachi Dave and
Rida Qadri and
Chandan K. Reddy and
Sunipa Dev},
title = {Beyond the Surface: {A} Global-Scale Analysis of Visual Stereotypes
in Text-to-Image Generation},
journal = {CoRR},
volume = {abs/2401.06310},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06310},
doi = {10.48550/ARXIV.2401.06310},
eprinttype = {arXiv},
eprint = {2401.06310},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06310.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08002,
author = {Hamid Ghaderi and
Brandon Foreman and
Chandan K. Reddy and
Vignesh Subbian},
title = {Discovery of Generalizable {TBI} Phenotypes Using Multivariate Time-Series
Clustering},
journal = {CoRR},
volume = {abs/2401.08002},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08002},
doi = {10.48550/ARXIV.2401.08002},
eprinttype = {arXiv},
eprint = {2401.08002},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-00923,
author = {Nurendra Choudhary and
Edward W. Huang and
Karthik Subbian and
Chandan K. Reddy},
title = {An Interpretable Ensemble of Graph and Language Models for Improving
Search Relevance in E-Commerce},
journal = {CoRR},
volume = {abs/2403.00923},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.00923},
doi = {10.48550/ARXIV.2403.00923},
eprinttype = {arXiv},
eprint = {2403.00923},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-00923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/GhaderiFNTRS23,
author = {Hamid Ghaderi and
Brandon Foreman and
Amin Nayebi and
Sindhu Tipirneni and
Chandan K. Reddy and
Vignesh Subbian},
title = {A self-supervised learning-based approach to clustering multivariate
time-series data with missing values (SLAC-Time): An application to
{TBI} phenotyping},
journal = {J. Biomed. Informatics},
volume = {143},
pages = {104401},
year = {2023},
url = {https://doi.org/10.1016/j.jbi.2023.104401},
doi = {10.1016/J.JBI.2023.104401},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/GhaderiFNTRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/NayebiTRFS23,
author = {Amin Nayebi and
Sindhu Tipirneni and
Chandan K. Reddy and
Brandon Foreman and
Vignesh Subbian},
title = {WindowSHAP: An efficient framework for explaining time-series classifiers
based on Shapley values},
journal = {J. Biomed. Informatics},
volume = {144},
pages = {104438},
year = {2023},
url = {https://doi.org/10.1016/j.jbi.2023.104438},
doi = {10.1016/J.JBI.2023.104438},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/NayebiTRFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LuRN23,
author = {Chang Lu and
Chandan K. Reddy and
Yue Ning},
title = {Self-Supervised Graph Learning With Hyperbolic Embedding for Temporal
Health Event Prediction},
journal = {{IEEE} Trans. Cybern.},
volume = {53},
number = {4},
pages = {2124--2136},
year = {2023},
url = {https://doi.org/10.1109/TCYB.2021.3109881},
doi = {10.1109/TCYB.2021.3109881},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/LuRN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JhaRCSR23,
author = {Akshita Jha and
Vineeth Rakesh and
Jaideep Chandrashekar and
Adithya Samavedhi and
Chandan K. Reddy},
title = {Supervised Contrastive Learning for Interpretable Long-Form Document
Matching},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {2},
pages = {27:1--27:17},
year = {2023},
url = {https://doi.org/10.1145/3542822},
doi = {10.1145/3542822},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/JhaRCSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiuSR23,
author = {Zibo Liu and
Parshin Shojaee and
Chandan K. Reddy},
title = {Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic
Forecasting},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=Oq5XKRVYpQ},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiuSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JhaR23,
author = {Akshita Jha and
Chandan K. Reddy},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming
Language Models},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {14892--14900},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i12.26739},
doi = {10.1609/AAAI.V37I12.26739},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JhaR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/JhaDRDPD23,
author = {Akshita Jha and
Aida Mostafazadeh Davani and
Chandan K. Reddy and
Shachi Dave and
Vinodkumar Prabhakaran and
Sunipa Dev},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {SeeGULL: {A} Stereotype Benchmark with Broad Geo-Cultural Coverage
Leveraging Generative Models},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {9851--9870},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.548},
doi = {10.18653/V1/2023.ACL-LONG.548},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/JhaDRDPD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/JhaSRCR23,
author = {Akshita Jha and
Adithya Samavedhi and
Vineeth Rakesh and
Jaideep Chandrashekar and
Chandan K. Reddy},
editor = {Andreas Vlachos and
Isabelle Augenstein},
title = {Transformer-based Models for Long-Form Document Matching: Challenges
and Empirical Analysis},
booktitle = {Findings of the Association for Computational Linguistics: {EACL}
2023, Dubrovnik, Croatia, May 2-6, 2023},
pages = {2300--2310},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-eacl.178},
doi = {10.18653/V1/2023.FINDINGS-EACL.178},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/JhaSRCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KhatirCCAR23,
author = {Mehrdad Khatir and
Nurendra Choudhary and
Sutanay Choudhury and
Khushbu Agarwal and
Chandan K. Reddy},
title = {A Unification Framework for Euclidean and Hyperbolic Graph Neural
Networks},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {3875--3883},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/431},
doi = {10.24963/IJCAI.2023/431},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KhatirCCAR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LingWDFKR23,
author = {Yuan Ling and
Fanyou Wu and
Shujing Dong and
Yarong Feng and
George Karypis and
Chandan K. Reddy},
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 = {International Workshop on Multimodal Learning - 2023 Theme: Multimodal
Learning with Foundation Models},
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 = {5868--5869},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599208},
doi = {10.1145/3580305.3599208},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LingWDFKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Choudhary0R23,
author = {Nurendra Choudhary and
Nikhil Rao and
Chandan K. Reddy},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Hyperbolic Graph Neural Networks at Scale: {A} Meta Learning Approach},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/8b6a8b010e9a266aad40a024c5976d5c-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Choudhary0R23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuRW023,
author = {Chang Lu and
Chandan K. Reddy and
Ping Wang and
Yue Ning},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Towards Semi-Structured Automatic {ICD} Coding via Tree-based Contrastive
Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/d74f9efa1d8ca30b31d65cef8de7c2bf-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LuRW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShojaeeMFR23,
author = {Parshin Shojaee and
Kazem Meidani and
Amir Barati Farimani and
Chandan K. Reddy},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Transformer-based Planning for Symbolic Regression},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/8ffb4e3118280a66b192b6f06e0e2596-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShojaeeMFR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13816,
author = {Parshin Shojaee and
Aneesh Jain and
Sindhu Tipirneni and
Chandan K. Reddy},
title = {Execution-based Code Generation using Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2301.13816},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13816},
doi = {10.48550/ARXIV.2301.13816},
eprinttype = {arXiv},
eprint = {2301.13816},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03765,
author = {Akshita Jha and
Adithya Samavedhi and
Vineeth Rakesh and
Jaideep Chandrashekar and
Chandan K. Reddy},
title = {Transformer-based Models for Long-Form Document Matching: Challenges
and Empirical Analysis},
journal = {CoRR},
volume = {abs/2302.03765},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03765},
doi = {10.48550/ARXIV.2302.03765},
eprinttype = {arXiv},
eprint = {2302.03765},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03765.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13457,
author = {Hamid Ghaderi and
Brandon Foreman and
Amin Nayebi and
Sindhu Tipirneni and
Chandan K. Reddy and
Vignesh Subbian},
title = {A Self-Supervised Learning-based Approach to Clustering Multivariate
Time-Series Data with Missing Values (SLAC-Time): An Application to
Traumatic Brain Injury Phenotyping},
journal = {CoRR},
volume = {abs/2302.13457},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.13457},
doi = {10.48550/ARXIV.2302.13457},
eprinttype = {arXiv},
eprint = {2302.13457},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-13457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-06833,
author = {Parshin Shojaee and
Kazem Meidani and
Amir Barati Farimani and
Chandan K. Reddy},
title = {Transformer-based Planning for Symbolic Regression},
journal = {CoRR},
volume = {abs/2303.06833},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.06833},
doi = {10.48550/ARXIV.2303.06833},
eprinttype = {arXiv},
eprint = {2303.06833},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-06833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-13024,
author = {Hamid Ghaderi and
Brandon Foreman and
Amin Nayebi and
Sindhu Tipirneni and
Chandan K. Reddy and
Vignesh Subbian},
title = {Identifying {TBI} Physiological States by Clustering of Multivariate
Clinical Time-Series},
journal = {CoRR},
volume = {abs/2303.13024},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.13024},
doi = {10.48550/ARXIV.2303.13024},
eprinttype = {arXiv},
eprint = {2303.13024},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-13024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01157,
author = {Nurendra Choudhary and
Chandan K. Reddy},
title = {Complex Logical Reasoning over Knowledge Graphs using Large Language
Models},
journal = {CoRR},
volume = {abs/2305.01157},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01157},
doi = {10.48550/ARXIV.2305.01157},
eprinttype = {arXiv},
eprint = {2305.01157},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-11840,
author = {Akshita Jha and
Aida Mostafazadeh Davani and
Chandan K. Reddy and
Shachi Dave and
Vinodkumar Prabhakaran and
Sunipa Dev},
title = {SeeGULL: {A} Stereotype Benchmark with Broad Geo-Cultural Coverage
Leveraging Generative Models},
journal = {CoRR},
volume = {abs/2305.11840},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.11840},
doi = {10.48550/ARXIV.2305.11840},
eprinttype = {arXiv},
eprint = {2305.11840},
timestamp = {Thu, 25 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-11840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18687,
author = {Zibo Liu and
Parshin Shojaee and
Chandan K. Reddy},
title = {Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic
Forecasting},
journal = {CoRR},
volume = {abs/2305.18687},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18687},
doi = {10.48550/ARXIV.2305.18687},
eprinttype = {arXiv},
eprint = {2305.18687},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02227,
author = {Kazem Meidani and
Parshin Shojaee and
Chandan K. Reddy and
Amir Barati Farimani},
title = {{SNIP:} Bridging Mathematical Symbolic and Numeric Realms with Unified
Pre-training},
journal = {CoRR},
volume = {abs/2310.02227},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02227},
doi = {10.48550/ARXIV.2310.02227},
eprinttype = {arXiv},
eprint = {2310.02227},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09672,
author = {Chang Lu and
Chandan K. Reddy and
Ping Wang and
Yue Ning},
title = {Towards Semi-Structured Automatic {ICD} Coding via Tree-based Contrastive
Learning},
journal = {CoRR},
volume = {abs/2310.09672},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09672},
doi = {10.48550/ARXIV.2310.09672},
eprinttype = {arXiv},
eprint = {2310.09672},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09672.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18918,
author = {Nurendra Choudhary and
Nikhil Rao and
Chandan K. Reddy},
title = {Hyperbolic Graph Neural Networks at Scale: {A} Meta Learning Approach},
journal = {CoRR},
volume = {abs/2310.18918},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18918},
doi = {10.48550/ARXIV.2310.18918},
eprinttype = {arXiv},
eprint = {2310.18918},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/TorfiFR22,
author = {Amirsina Torfi and
Edward A. Fox and
Chandan K. Reddy},
title = {Differentially private synthetic medical data generation using convolutional
GANs},
journal = {Inf. Sci.},
volume = {586},
pages = {485--500},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2021.12.018},
doi = {10.1016/J.INS.2021.12.018},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/TorfiFR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ChoudharyASR22,
author = {Nurendra Choudhary and
Charu C. Aggarwal and
Karthik Subbian and
Chandan K. Reddy},
title = {Self-supervised Short-text Modeling through Auxiliary Context Generation},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {13},
number = {3},
pages = {51:1--51:21},
year = {2022},
url = {https://doi.org/10.1145/3511712},
doi = {10.1145/3511712},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/ChoudharyASR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShiZWR22,
author = {Tian Shi and
Xuchao Zhang and
Ping Wang and
Chandan K. Reddy},
title = {Corpus-level and Concept-based Explanations for Interpretable Document
Classification},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {3},
pages = {48:1--48:17},
year = {2022},
url = {https://doi.org/10.1145/3477539},
doi = {10.1145/3477539},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ShiZWR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TipirneniR22,
author = {Sindhu Tipirneni and
Chandan K. Reddy},
title = {Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate
Clinical Time-Series},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {6},
pages = {105:1--105:17},
year = {2022},
url = {https://doi.org/10.1145/3516367},
doi = {10.1145/3516367},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/TipirneniR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Zhu0R22,
author = {Ming Zhu and
Karthik Suresh and
Chandan K. Reddy},
title = {Multilingual Code Snippets Training for Program Translation},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {11783--11790},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i10.21434},
doi = {10.1609/AAAI.V36I10.21434},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Zhu0R22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/DoanBR22,
author = {Khoa D. Doan and
Sarkhan Badirli and
Chandan K. Reddy},
editor = {Lei Wang and
Juergen Gall and
Tat{-}Jun Chin and
Imari Sato and
Rama Chellappa},
title = {Unified Energy-Based Generative Network for Supervised Image Hashing},
booktitle = {Computer Vision - {ACCV} 2022 - 16th Asian Conference on Computer
Vision, Macao, China, December 4-8, 2022, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13846},
pages = {527--543},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26351-4\_32},
doi = {10.1007/978-3-031-26351-4\_32},
timestamp = {Wed, 01 Mar 2023 20:35:03 +0100},
biburl = {https://dblp.org/rec/conf/accv/DoanBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/NayebiTFRS22,
author = {Amin Nayebi and
Sindhu Tipirneni and
Brandon Foreman and
Chandan K. Reddy and
Vignesh Subbian},
title = {An Empirical Comparison of Explainable Artificial Intelligence Methods
for Clinical Data: {A} Case Study on Traumatic Brain Injury},
booktitle = {{AMIA} 2022, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 5-9, 2022},
publisher = {{AMIA}},
year = {2022},
url = {https://knowledge.amia.org/76677-amia-1.4637602/f006-1.4642154/f006-1.4642155/1116-1.4642297/1140-1.4642294},
timestamp = {Wed, 17 Apr 2024 11:46:45 +0200},
biburl = {https://dblp.org/rec/conf/amia/NayebiTFRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/WangSACR22,
author = {Ping Wang and
Tian Shi and
Khushbu Agarwal and
Sutanay Choudhury and
Chandan K. Reddy},
title = {Attention-based aspect reasoning for knowledge base question answering
on clinical notes},
booktitle = {{BCB} '22: 13th {ACM} International Conference on Bioinformatics,
Computational Biology and Health Informatics, Northbrook, Illinois,
USA, August 7 - 10, 2022},
pages = {10:1--10:6},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3535508.3545518},
doi = {10.1145/3535508.3545518},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bcb/WangSACR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Choudhary0SR22,
author = {Nurendra Choudhary and
Nikhil Rao and
Karthik Subbian and
Chandan K. Reddy},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Graph-based Multilingual Language Model: Leveraging Product Relations
for Search Relevance},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2789--2799},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539158},
doi = {10.1145/3534678.3539158},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Choudhary0SR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Choudhary0SSR22,
author = {Nurendra Choudhary and
Nikhil Rao and
Karthik Subbian and
Srinivasan H. Sengamedu and
Chandan K. Reddy},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Hyperbolic Neural Networks: Theory, Architectures and Applications},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4778--4779},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542613},
doi = {10.1145/3534678.3542613},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Choudhary0SSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ChoudharyRKSR22,
author = {Nurendra Choudhary and
Nikhil Rao and
Sumeet Katariya and
Karthik Subbian and
Chandan K. Reddy},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {{ANTHEM:} Attentive Hyperbolic Entity Model for Product Search},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {161--171},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498456},
doi = {10.1145/3488560.3498456},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ChoudharyRKSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/VyasCKR22,
author = {Anoushka Vyas and
Nurendra Choudhary and
Mehrdad Khatir and
Chandan K. Reddy},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {GraphZoo: {A} Development Toolkit for Graph Neural Networks with Hyperbolic
Geometries},
booktitle = {Companion of The Web Conference 2022, Virtual Event / Lyon, France,
April 25 - 29, 2022},
pages = {184--188},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3487553.3524241},
doi = {10.1145/3487553.3524241},
timestamp = {Thu, 18 Aug 2022 09:20:24 +0200},
biburl = {https://dblp.org/rec/conf/www/VyasCKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0001RWWJ0NMASLB22,
author = {Riccardo Tommasini and
Senjuti Basu Roy and
Xuan Wang and
Hongwei Wang and
Heng Ji and
Jiawei Han and
Preslav Nakov and
Giovanni Da San Martino and
Firoj Alam and
Markus Schedl and
Elisabeth Lex and
Akash Bharadwaj and
Graham Cormode and
Milan Dojchinovski and
Jan Forberg and
Johannes Frey and
Pieter Bonte and
Marco Balduini and
Matteo Belcao and
Emanuele Della Valle and
Junliang Yu and
Hongzhi Yin and
Tong Chen and
Haochen Liu and
Yiqi Wang and
Wenqi Fan and
Xiaorui Liu and
Jamell Dacon and
Lingjuan Lye and
Jiliang Tang and
Aristides Gionis and
Stefan Neumann and
Bruno Ordozgoiti and
Simon Razniewski and
Hiba Arnaout and
Shrestha Ghosh and
Fabian M. Suchanek and
Lingfei Wu and
Yu Chen and
Yunyao Li and
Bang Liu and
Filip Ilievski and
Daniel Garijo and
Hans Chalupsky and
Pedro A. Szekely and
Ilias Kanellos and
Dimitris Sacharidis and
Thanasis Vergoulis and
Nurendra Choudhary and
Nikhil Rao and
Karthik Subbian and
Srinivasan H. Sengamedu and
Chandan K. Reddy and
Friedhelm Victor and
Bernhard Haslhofer and
George Katsogiannis{-}Meimarakis and
Georgia Koutrika and
Shengmin Jin and
Danai Koutra and
Reza Zafarani and
Yulia Tsvetkov and
Vidhisha Balachandran and
Sachin Kumar and
Xiangyu Zhao and
Bo Chen and
Huifeng Guo and
Yejing Wang and
Ruiming Tang and
Yang Zhang and
Wenjie Wang and
Peng Wu and
Fuli Feng and
Xiangnan He},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Accepted Tutorials at The Web Conference 2022},
booktitle = {Companion of The Web Conference 2022, Virtual Event / Lyon, France,
April 25 - 29, 2022},
pages = {391--399},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3487553.3547182},
doi = {10.1145/3487553.3547182},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/0001RWWJ0NMASLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04797,
author = {Chang Lu and
Chandan K. Reddy and
Ping Wang and
Dong Nie and
Yue Ning},
title = {Multi-Label Clinical Time-Series Generation via Conditional {GAN}},
journal = {CoRR},
volume = {abs/2204.04797},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.04797},
doi = {10.48550/ARXIV.2204.04797},
eprinttype = {arXiv},
eprint = {2204.04797},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-04797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00052,
author = {Akshita Jha and
Chandan K. Reddy},
title = {CodeAttack: Code-based Adversarial Attacks for Pre-Trained Programming
Language Models},
journal = {CoRR},
volume = {abs/2206.00052},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00052},
doi = {10.48550/ARXIV.2206.00052},
eprinttype = {arXiv},
eprint = {2206.00052},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03610,
author = {Nurendra Choudhary and
Chandan K. Reddy},
title = {Towards Scalable Hyperbolic Neural Networks using Taylor Series Approximations},
journal = {CoRR},
volume = {abs/2206.03610},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03610},
doi = {10.48550/ARXIV.2206.03610},
eprinttype = {arXiv},
eprint = {2206.03610},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04285,
author = {Mehrdad Khatir and
Nurendra Choudhary and
Sutanay Choudhury and
Khushbu Agarwal and
Chandan K. Reddy},
title = {Pseudo-Poincar{\'{e}}: {A} Unification Framework for Euclidean
and Hyperbolic Graph Neural Networks},
journal = {CoRR},
volume = {abs/2206.04285},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04285},
doi = {10.48550/ARXIV.2206.04285},
eprinttype = {arXiv},
eprint = {2206.04285},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05239,
author = {Sindhu Tipirneni and
Ming Zhu and
Chandan K. Reddy},
title = {StructCoder: Structure-Aware Transformer for Code Generation},
journal = {CoRR},
volume = {abs/2206.05239},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05239},
doi = {10.48550/ARXIV.2206.05239},
eprinttype = {arXiv},
eprint = {2206.05239},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-06588,
author = {Chandan K. Reddy and
Llu{\'{\i}}s M{\`{a}}rquez and
Fran Valero and
Nikhil Rao and
Hugo Zaragoza and
Sambaran Bandyopadhyay and
Arnab Biswas and
Anlu Xing and
Karthik Subbian},
title = {Shopping Queries Dataset: {A} Large-Scale {ESCI} Benchmark for Improving
Product Search},
journal = {CoRR},
volume = {abs/2206.06588},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.06588},
doi = {10.48550/ARXIV.2206.06588},
eprinttype = {arXiv},
eprint = {2206.06588},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-06588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08474,
author = {Ming Zhu and
Aneesh Jain and
Karthik Suresh and
Roshan Ravindran and
Sindhu Tipirneni and
Chandan K. Reddy},
title = {XLCoST: {A} Benchmark Dataset for Cross-lingual Code Intelligence},
journal = {CoRR},
volume = {abs/2206.08474},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08474},
doi = {10.48550/ARXIV.2206.08474},
eprinttype = {arXiv},
eprint = {2206.08474},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02368,
author = {Nurendra Choudhary and
Nikhil Rao and
Karthik Subbian and
Chandan K. Reddy},
title = {Text Enriched Sparse Hyperbolic Graph Convolutional Networks},
journal = {CoRR},
volume = {abs/2207.02368},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02368},
doi = {10.48550/ARXIV.2207.02368},
eprinttype = {arXiv},
eprint = {2207.02368},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06717,
author = {Amin Nayebi and
Sindhu Tipirneni and
Brandon Foreman and
Chandan K. Reddy and
Vignesh Subbian},
title = {An Empirical Comparison of Explainable Artificial Intelligence Methods
for Clinical Data: {A} Case Study on Traumatic Brain Injury},
journal = {CoRR},
volume = {abs/2208.06717},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.06717},
doi = {10.48550/ARXIV.2208.06717},
eprinttype = {arXiv},
eprint = {2208.06717},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-06717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06507,
author = {Amin Nayebi and
Sindhu Tipirneni and
Chandan K. Reddy and
Brandon Foreman and
Vignesh Subbian},
title = {WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers
based on Shapley Values},
journal = {CoRR},
volume = {abs/2211.06507},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06507},
doi = {10.48550/ARXIV.2211.06507},
eprinttype = {arXiv},
eprint = {2211.06507},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdasci/ShiKRR21,
author = {Tian Shi and
Yaser Keneshloo and
Naren Ramakrishnan and
Chandan K. Reddy},
title = {Neural Abstractive Text Summarization with Sequence-to-Sequence Models},
journal = {Trans. Data Sci.},
volume = {2},
number = {1},
pages = {1:1--1:37},
year = {2021},
url = {https://doi.org/10.1145/3419106},
doi = {10.1145/3419106},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdasci/ShiKRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangSR21,
author = {Ping Wang and
Tian Shi and
Chandan K. Reddy},
title = {A Novel Tensor-Based Temporal Multi-Task Survival Analysis Model},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {9},
pages = {3311--3322},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2020.2967700},
doi = {10.1109/TKDE.2020.2967700},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShiLWR21,
author = {Tian Shi and
Liuqing Li and
Ping Wang and
Chandan K. Reddy},
title = {A Simple and Effective Self-Supervised Contrastive Learning Framework
for Aspect Detection},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {13815--13824},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i15.17628},
doi = {10.1609/AAAI.V35I15.17628},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ShiLWR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/ChoudhuryAHMTTK21,
author = {Sutanay Choudhury and
Khushbu Agarwal and
Colby Ham and
Pritam Mukherjee and
Siyi Tang and
Sindhu Tipirneni and
Veysel Kocaman and
Suzanne Tamang and
Robert Rallo and
Chandan K. Reddy},
title = {Tracking the Evolution of {COVID-19} via Temporal Comorbidity Analysis
from Multi-Modal Data},
booktitle = {{AMIA} 2021, American Medical Informatics Association Annual Symposium,
San Diego, CA, USA, October 30, 2021 - November 3, 2021},
publisher = {{AMIA}},
year = {2021},
url = {https://knowledge.amia.org/74229-amia-1.4622266/t005-1.4625076/t005-1.4625077/3576702-1.4625837/3577404-1.4625834},
timestamp = {Wed, 17 Apr 2024 11:46:53 +0200},
biburl = {https://dblp.org/rec/conf/amia/ChoudhuryAHMTTK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/NayebiTFRRS21,
author = {Amin Nayebi and
Sindhu Tipirneni and
Brandon Foreman and
Jonathan J. Ratcliff and
Chandan K. Reddy and
Vignesh Subbian},
title = {Recurrent Neural Network based Time-Series Modeling for Long-term
Prognosis Following Acute Traumatic Brain Injury},
booktitle = {{AMIA} 2021, American Medical Informatics Association Annual Symposium,
San Diego, CA, USA, October 30, 2021 - November 3, 2021},
publisher = {{AMIA}},
year = {2021},
url = {https://knowledge.amia.org/74229-amia-1.4622266/t003-1.4626466/t003-1.4626467/3577347-1.4626588/3577522-1.4626585},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/NayebiTFRRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LuRCKN21,
author = {Chang Lu and
Chandan K. Reddy and
Prithwish Chakraborty and
Samantha Kleinberg and
Yue Ning},
editor = {Zhi{-}Hua Zhou},
title = {Collaborative Graph Learning with Auxiliary Text for Temporal Event
Prediction in Healthcare},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {3529--3535},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/486},
doi = {10.24963/IJCAI.2021/486},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LuRCKN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KatariyaRR21,
author = {Sumeet Katariya and
Nikhil Rao and
Chandan K. Reddy},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Workshop on Data-Efficient Machine Learning (DeMaL)},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4135--4136},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469451},
doi = {10.1145/3447548.3469451},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KatariyaRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChoudharyRKSR21,
author = {Nurendra Choudhary and
Nikhil Rao and
Sumeet Katariya and
Karthik Subbian and
Chandan K. Reddy},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Probabilistic Entity Representation Model for Reasoning over Knowledge
Graphs},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {23440--23451},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/c4d2ce3f3ebb5393a77c33c0cd95dc93-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChoudharyRKSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DoanMMR21,
author = {Khoa D. Doan and
Saurav Manchanda and
Suchismit Mahapatra and
Chandan K. Reddy},
editor = {Fernando Diaz and
Chirag Shah and
Torsten Suel and
Pablo Castells and
Rosie Jones and
Tetsuya Sakai},
title = {Interpretable Graph Similarity Computation via Differentiable Optimal
Alignment of Node Embeddings},
booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Virtual Event, Canada, July
11-15, 2021},
pages = {665--674},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3404835.3462960},
doi = {10.1145/3404835.3462960},
timestamp = {Thu, 15 Jul 2021 11:04:31 +0200},
biburl = {https://dblp.org/rec/conf/sigir/DoanMMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/AziziTWMPJRV21,
author = {Ahmadreza Azizi and
Ibrahim Asadullah Tahmid and
Asim Waheed and
Neal Mangaokar and
Jiameng Pu and
Mobin Javed and
Chandan K. Reddy and
Bimal Viswanath},
editor = {Michael D. Bailey and
Rachel Greenstadt},
title = {T-Miner: {A} Generative Approach to Defend Against Trojan Attacks
on DNN-based Text Classification},
booktitle = {30th {USENIX} Security Symposium, {USENIX} Security 2021, August 11-13,
2021},
pages = {2255--2272},
publisher = {{USENIX} Association},
year = {2021},
url = {https://www.usenix.org/conference/usenixsecurity21/presentation/azizi},
timestamp = {Mon, 20 Nov 2023 08:57:49 +0100},
biburl = {https://dblp.org/rec/conf/uss/AziziTWMPJRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChoudharyRKSR21,
author = {Nurendra Choudhary and
Nikhil Rao and
Sumeet Katariya and
Karthik Subbian and
Chandan K. Reddy},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Self-Supervised Hyperboloid Representations from Logical Queries over
Knowledge Graphs},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {1373--1384},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449974},
doi = {10.1145/3442381.3449974},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ChoudharyRKSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangAHCR21,
author = {Ping Wang and
Khushbu Agarwal and
Colby Ham and
Sutanay Choudhury and
Chandan K. Reddy},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Self-Supervised Learning of Contextual Embeddings for Link Prediction
in Heterogeneous Networks},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {2946--2957},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3450060},
doi = {10.1145/3442381.3450060},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/WangAHCR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-04264,
author = {Ahmadreza Azizi and
Ibrahim Asadullah Tahmid and
Asim Waheed and
Neal Mangaokar and
Jiameng Pu and
Mobin Javed and
Chandan K. Reddy and
Bimal Viswanath},
title = {T-Miner: {A} Generative Approach to Defend Against Trojan Attacks
on DNN-based Text Classification},
journal = {CoRR},
volume = {abs/2103.04264},
year = {2021},
url = {https://arxiv.org/abs/2103.04264},
eprinttype = {arXiv},
eprint = {2103.04264},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-04264.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-02107,
author = {Neal Mangaokar and
Jiameng Pu and
Parantapa Bhattacharya and
Chandan K. Reddy and
Bimal Viswanath},
title = {Jekyll: Attacking Medical Image Diagnostics using Deep Generative
Models},
journal = {CoRR},
volume = {abs/2104.02107},
year = {2021},
url = {https://arxiv.org/abs/2104.02107},
eprinttype = {arXiv},
eprint = {2104.02107},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-02107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-07542,
author = {Chang Lu and
Chandan K. Reddy and
Prithwish Chakraborty and
Samantha Kleinberg and
Yue Ning},
title = {Collaborative Graph Learning with Auxiliary Text for Temporal Event
Prediction in Healthcare},
journal = {CoRR},
volume = {abs/2105.07542},
year = {2021},
url = {https://arxiv.org/abs/2105.07542},
eprinttype = {arXiv},
eprint = {2105.07542},
timestamp = {Thu, 30 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-07542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04751,
author = {Chang Lu and
Chandan K. Reddy and
Yue Ning},
title = {Self-Supervised Graph Learning with Hyperbolic Embedding for Temporal
Health Event Prediction},
journal = {CoRR},
volume = {abs/2106.04751},
year = {2021},
url = {https://arxiv.org/abs/2106.04751},
eprinttype = {arXiv},
eprint = {2106.04751},
timestamp = {Thu, 30 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-14293,
author = {Sindhu Tipirneni and
Chandan K. Reddy},
title = {Self-supervised Transformer for Multivariate Clinical Time-Series
with Missing Values},
journal = {CoRR},
volume = {abs/2107.14293},
year = {2021},
url = {https://arxiv.org/abs/2107.14293},
eprinttype = {arXiv},
eprint = {2107.14293},
timestamp = {Tue, 03 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-14293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-00295,
author = {Akshita Jha and
Bhanukiran Vinzamuri and
Chandan K. Reddy},
title = {Fair Representation Learning using Interpolation Enabled Disentanglement},
journal = {CoRR},
volume = {abs/2108.00295},
year = {2021},
url = {https://arxiv.org/abs/2108.00295},
eprinttype = {arXiv},
eprint = {2108.00295},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-00295.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-00513,
author = {Ping Wang and
Tian Shi and
Khushbu Agarwal and
Sutanay Choudhury and
Chandan K. Reddy},
title = {Attention-based Aspect Reasoning for Knowledge Base Question Answering
on Clinical Notes},
journal = {CoRR},
volume = {abs/2108.00513},
year = {2021},
url = {https://arxiv.org/abs/2108.00513},
eprinttype = {arXiv},
eprint = {2108.00513},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-00513.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-09190,
author = {Akshita Jha and
Vineeth Rakesh and
Jaideep Chandrashekar and
Adithya Samavedhi and
Chandan K. Reddy},
title = {Supervised Contrastive Learning for Interpretable Long Document Comparison},
journal = {CoRR},
volume = {abs/2108.09190},
year = {2021},
url = {https://arxiv.org/abs/2108.09190},
eprinttype = {arXiv},
eprint = {2108.09190},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-09190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13522,
author = {Nurendra Choudhary and
Nikhil Rao and
Sumeet Katariya and
Karthik Subbian and
Chandan K. Reddy},
title = {Probabilistic Entity Representation Model for Reasoning over Knowledge
Graphs},
journal = {CoRR},
volume = {abs/2110.13522},
year = {2021},
url = {https://arxiv.org/abs/2110.13522},
eprinttype = {arXiv},
eprint = {2110.13522},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuaLCR20,
author = {Ting Hua and
Chang{-}Tien Lu and
Jaegul Choo and
Chandan K. Reddy},
title = {Probabilistic Topic Modeling for Comparative Analysis of Document
Collections},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {14},
number = {2},
pages = {24:1--24:27},
year = {2020},
url = {https://doi.org/10.1145/3369873},
doi = {10.1145/3369873},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/HuaLCR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DabiriLHR20,
author = {Sina Dabiri and
Chang{-}Tien Lu and
Kevin P. Heaslip and
Chandan K. Reddy},
title = {Semi-Supervised Deep Learning Approach for Transportation Mode Identification
Using {GPS} Trajectory Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {32},
number = {5},
pages = {1010--1023},
year = {2020},
url = {https://doi.org/10.1109/TKDE.2019.2896985},
doi = {10.1109/TKDE.2019.2896985},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/DabiriLHR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/KeneshlooSRR20,
author = {Yaser Keneshloo and
Tian Shi and
Naren Ramakrishnan and
Chandan K. Reddy},
title = {Deep Reinforcement Learning for Sequence-to-Sequence Models},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {7},
pages = {2469--2489},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2929141},
doi = {10.1109/TNNLS.2019.2929141},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/KeneshlooSRR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhuCBR20,
author = {Ming Zhu and
Busra Celikkaya and
Parminder Bhatia and
Chandan K. Reddy},
title = {{LATTE:} Latent Type Modeling for Biomedical Entity Linking},
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 = {9757--9764},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i05.6526},
doi = {10.1609/AAAI.V34I05.6526},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhuCBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsac/PuMWRV20,
author = {Jiameng Pu and
Neal Mangaokar and
Bolun Wang and
Chandan K. Reddy and
Bimal Viswanath},
title = {NoiseScope: Detecting Deepfake Images in a Blind Setting},
booktitle = {{ACSAC} '20: Annual Computer Security Applications Conference, Virtual
Event / Austin, TX, USA, 7-11 December, 2020},
pages = {913--927},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3427228.3427285},
doi = {10.1145/3427228.3427285},
timestamp = {Tue, 15 Dec 2020 12:22:00 +0100},
biburl = {https://dblp.org/rec/conf/acsac/PuMWRV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhuAJ0R20,
author = {Ming Zhu and
Aman Ahuja and
Da{-}Cheng Juan and
Wei Wei and
Chandan K. Reddy},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Question Answering with Long Multiple-Span Answers},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {3840--3849},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.342},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.342},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhuAJ0R20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosp/MangaokarPBRV20,
author = {Neal Mangaokar and
Jiameng Pu and
Parantapa Bhattacharya and
Chandan K. Reddy and
Bimal Viswanath},
title = {Jekyll: Attacking Medical Image Diagnostics using Deep Generative
Models},
booktitle = {{IEEE} European Symposium on Security and Privacy, EuroS{\&}P
2020, Genoa, Italy, September 7-11, 2020},
pages = {139--157},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EuroSP48549.2020.00017},
doi = {10.1109/EUROSP48549.2020.00017},
timestamp = {Tue, 10 Nov 2020 11:45:04 +0100},
biburl = {https://dblp.org/rec/conf/eurosp/MangaokarPBRV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/AhujaRKSR20,
author = {Aman Ahuja and
Nikhil Rao and
Sumeet Katariya and
Karthik Subbian and
Chandan K. Reddy},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {Language-Agnostic Representation Learning for Product Search on E-Commerce
Platforms},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {7--15},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3371852},
doi = {10.1145/3336191.3371852},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/AhujaRKSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangSR20,
author = {Ping Wang and
Tian Shi and
Chandan K. Reddy},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Text-to-SQL Generation for Question Answering on Electronic Medical
Records},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {350--361},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380120},
doi = {10.1145/3366423.3380120},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/WangSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/DoanR20,
author = {Khoa D. Doan and
Chandan K. Reddy},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Efficient Implicit Unsupervised Text Hashing using Adversarial Autoencoder},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {684--694},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380150},
doi = {10.1145/3366423.3380150},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/DoanR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00134,
author = {Khoa D. Doan and
Amir Kimiyaie and
Saurav Manchanda and
Chandan K. Reddy},
title = {Image Hashing by Minimizing Independent Relaxed Wasserstein Distance},
journal = {CoRR},
volume = {abs/2003.00134},
year = {2020},
url = {https://arxiv.org/abs/2003.00134},
eprinttype = {arXiv},
eprint = {2003.00134},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11774,
author = {Khoa D. Doan and
Saurav Manchanda and
Fengjiao Wang and
S. Sathiya Keerthi and
Avradeep Bhowmik and
Chandan K. Reddy},
title = {Image Generation Via Minimizing Fr{\'{e}}chet Distance in Discriminator
Feature Space},
journal = {CoRR},
volume = {abs/2003.11774},
year = {2020},
url = {https://arxiv.org/abs/2003.11774},
eprinttype = {arXiv},
eprint = {2003.11774},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13003,
author = {Tian Shi and
Xuchao Zhang and
Ping Wang and
Chandan K. Reddy},
title = {A Concept-based Abstraction-Aggregation Deep Neural Network for Interpretable
Document Classification},
journal = {CoRR},
volume = {abs/2004.13003},
year = {2020},
url = {https://arxiv.org/abs/2004.13003},
eprinttype = {arXiv},
eprint = {2004.13003},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-13003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-11192,
author = {Ping Wang and
Khushbu Agarwal and
Colby Ham and
Sutanay Choudhury and
Chandan K. Reddy},
title = {Self-Supervised Learning of Contextual Embeddings for Link Prediction
in Heterogeneous Networks},
journal = {CoRR},
volume = {abs/2007.11192},
year = {2020},
url = {https://arxiv.org/abs/2007.11192},
eprinttype = {arXiv},
eprint = {2007.11192},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-11192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09107,
author = {Tian Shi and
Liuqing Li and
Ping Wang and
Chandan K. Reddy},
title = {A Simple and Effective Self-Supervised Contrastive Learning Framework
for Aspect Detection},
journal = {CoRR},
volume = {abs/2009.09107},
year = {2020},
url = {https://arxiv.org/abs/2009.09107},
eprinttype = {arXiv},
eprint = {2009.09107},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-09107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09112,
author = {Tian Shi and
Ping Wang and
Chandan K. Reddy},
title = {Deliberate Self-Attention Network with Uncertainty Estimation for
Multi-Aspect Review Rating Prediction},
journal = {CoRR},
volume = {abs/2009.09112},
year = {2020},
url = {https://arxiv.org/abs/2009.09112},
eprinttype = {arXiv},
eprint = {2009.09112},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-09112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-11774,
author = {Amirsina Torfi and
Edward A. Fox and
Chandan K. Reddy},
title = {Differentially Private Synthetic Medical Data Generation using Convolutional
GANs},
journal = {CoRR},
volume = {abs/2012.11774},
year = {2020},
url = {https://arxiv.org/abs/2012.11774},
eprinttype = {arXiv},
eprint = {2012.11774},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-11774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13023,
author = {Nurendra Choudhary and
Nikhil Rao and
Sumeet Katariya and
Karthik Subbian and
Chandan K. Reddy},
title = {Self-Supervised Hyperboloid Representations from Logical Queries over
Knowledge Graphs},
journal = {CoRR},
volume = {abs/2012.13023},
year = {2020},
url = {https://arxiv.org/abs/2012.13023},
eprinttype = {arXiv},
eprint = {2012.13023},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-13023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/WangLR19,
author = {Ping Wang and
Yan Li and
Chandan K. Reddy},
title = {Machine Learning for Survival Analysis: {A} Survey},
journal = {{ACM} Comput. Surv.},
volume = {51},
number = {6},
pages = {110:1--110:36},
year = {2019},
url = {https://doi.org/10.1145/3214306},
doi = {10.1145/3214306},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/WangLR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ShiRWR19,
author = {Tian Shi and
Vineeth Rakesh and
Suhang Wang and
Chandan K. Reddy},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Document-Level Multi-Aspect Sentiment Classification for Online Reviews
of Medical Experts},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {2723--2731},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357828},
doi = {10.1145/3357384.3357828},
timestamp = {Mon, 04 Nov 2019 11:08:42 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ShiRWR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DoanYR19,
author = {Khoa D. Doan and
Pranjul Yadav and
Chandan K. Reddy},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Adversarial Factorization Autoencoder for Look-alike Modeling},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {2803--2812},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357807},
doi = {10.1145/3357384.3357807},
timestamp = {Mon, 04 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/DoanYR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SharmaSRGE19,
author = {Dhruv Sharma and
Zahil Shanis and
Chandan K. Reddy and
Samuel Gerber and
Andinet Enquobahrie},
editor = {Qian Wang and
Fausto Milletari and
Hien Van Nguyen and
Shadi Albarqouni and
M. Jorge Cardoso and
Nicola Rieke and
Ziyue Xu and
Konstantinos Kamnitsas and
Vishal Patel and
Badri Roysam and
Steve B. Jiang and
S. Kevin Zhou and
Khoa Luu and
Ngan Le},
title = {Active Learning Technique for Multimodal Brain Tumor Segmentation
Using Limited Labeled Images},
booktitle = {Domain Adaptation and Representation Transfer and Medical Image Learning
with Less Labels and Imperfect Data - First {MICCAI} Workshop, {DART}
2019, and First International Workshop, {MIL3ID} 2019, Shenzhen, Held
in Conjunction with {MICCAI} 2019, Shenzhen, China, October 13 and
17, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11795},
pages = {148--156},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33391-1\_17},
doi = {10.1007/978-3-030-33391-1\_17},
timestamp = {Thu, 04 May 2023 17:10:57 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SharmaSRGE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ShiWR19,
author = {Tian Shi and
Ping Wang and
Chandan K. Reddy},
editor = {Waleed Ammar and
Annie Louis and
Nasrin Mostafazadeh},
title = {LeafNATS: An Open-Source Toolkit and Live Demo System for Neural Abstractive
Text Summarization},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Demonstrations},
pages = {66--71},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-4012},
doi = {10.18653/V1/N19-4012},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/ShiWR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/AhujaBLFR19,
author = {Aman Ahuja and
Ashish Baghudana and
Wei Lu and
Edward A. Fox and
Chandan K. Reddy},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Spatio-Temporal Event Detection from Multiple Data Sources},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11439},
pages = {293--305},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16148-4\_23},
doi = {10.1007/978-3-030-16148-4\_23},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/AhujaBLFR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/DoanYR19,
author = {Khoa D. Doan and
Guolei Yang and
Chandan K. Reddy},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {An Attentive Spatio-Temporal Neural Model for Successive Point of
Interest Recommendation},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11441},
pages = {346--358},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16142-2\_27},
doi = {10.1007/978-3-030-16142-2\_27},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/DoanYR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KeneshlooRR19,
author = {Yaser Keneshloo and
Naren Ramakrishnan and
Chandan K. Reddy},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Transfer Reinforcement Learning for Text Summarization},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {675--683},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.76},
doi = {10.1137/1.9781611975673.76},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/KeneshlooRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhuA0R19,
author = {Ming Zhu and
Aman Ahuja and
Wei Wei and
Chandan K. Reddy},
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {A Hierarchical Attention Retrieval Model for Healthcare Question Answering},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {2472--2482},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313699},
doi = {10.1145/3308558.3313699},
timestamp = {Sun, 22 Sep 2019 18:12:47 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhuA0R19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangQAFFR19,
author = {Xuan Zhang and
Zhilei Qiao and
Aman Ahuja and
Weiguo Fan and
Edward A. Fox and
Chandan K. Reddy},
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {Discovering Product Defects and Solutions from Online User Generated
Contents},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {3441--3447},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313732},
doi = {10.1145/3308558.3313732},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ZhangQAFFR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01512,
author = {Tian Shi and
Ping Wang and
Chandan K. Reddy},
title = {LeafNATS: An Open-Source Toolkit and Live Demo System for Neural Abstractive
Text Summarization},
journal = {CoRR},
volume = {abs/1906.01512},
year = {2019},
url = {http://arxiv.org/abs/1906.01512},
eprinttype = {arXiv},
eprint = {1906.01512},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-01839,
author = {Ping Wang and
Tian Shi and
Chandan K. Reddy},
title = {A Translate-Edit Model for Natural Language Question to {SQL} Query
Generation on Multi-relational Healthcare Data},
journal = {CoRR},
volume = {abs/1908.01839},
year = {2019},
url = {http://arxiv.org/abs/1908.01839},
eprinttype = {arXiv},
eprint = {1908.01839},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-01839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-09787,
author = {Ming Zhu and
Busra Celikkaya and
Parminder Bhatia and
Chandan K. Reddy},
title = {{LATTE:} Latent Type Modeling for Biomedical Entity Linking},
journal = {CoRR},
volume = {abs/1911.09787},
year = {2019},
url = {http://arxiv.org/abs/1911.09787},
eprinttype = {arXiv},
eprint = {1911.09787},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-09787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/SuhSLRC18,
author = {Sangho Suh and
Sungbok Shin and
Joonseok Lee and
Chandan K. Reddy and
Jaegul Choo},
title = {Localized user-driven topic discovery via boosted ensemble of nonnegative
matrix factorization},
journal = {Knowl. Inf. Syst.},
volume = {56},
number = {3},
pages = {503--531},
year = {2018},
url = {https://doi.org/10.1007/s10115-017-1147-9},
doi = {10.1007/S10115-017-1147-9},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/SuhSLRC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/DaveHZR18,
author = {Vachik S. Dave and
Mohammad Al Hasan and
Baichuan Zhang and
Chandan K. Reddy},
title = {Predicting \emph{interval time} for reciprocal link creation using
survival analysis},
journal = {Soc. Netw. Anal. Min.},
volume = {8},
number = {1},
pages = {16},
year = {2018},
url = {https://doi.org/10.1007/s13278-018-0494-1},
doi = {10.1007/S13278-018-0494-1},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/DaveHZR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YangCR18,
author = {Guolei Yang and
Ying Cai and
Chandan K. Reddy},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Recurrent Spatio-Temporal Point Process for Check-in Time Prediction},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {2203--2211},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3272003},
doi = {10.1145/3269206.3272003},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/YangCR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YangCR18,
author = {Guolei Yang and
Ying Cai and
Chandan K. Reddy},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Spatio-Temporal Check-in Time Prediction with Recurrent Neural Network
based Survival Analysis},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2976--2983},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/413},
doi = {10.24963/IJCAI.2018/413},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YangCR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuaRZWZLR18,
author = {Ting Hua and
Chandan K. Reddy and
Lei Zhang and
Lijing Wang and
Liang Zhao and
Chang{-}Tien Lu and
Naren Ramakrishnan},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Social Media based Simulation Models for Understanding Disease Dynamics},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3797--3804},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/528},
doi = {10.24963/IJCAI.2018/528},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HuaRZWZLR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NingTRRSR18,
author = {Yue Ning and
Rongrong Tao and
Chandan K. Reddy and
Huzefa Rangwala and
James C. Starz and
Naren Ramakrishnan},
editor = {Martin Ester and
Dino Pedreschi},
title = {{STAPLE:} Spatio-Temporal Precursor Learning for Event Forecasting},
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 = {99--107},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.17},
doi = {10.1137/1.9781611975321.17},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/NingTRRSR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ShiKCR18,
author = {Tian Shi and
Kyeongpil Kang and
Jaegul Choo and
Chandan K. Reddy},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Short-Text Topic Modeling via Non-negative Matrix Factorization Enriched
with Local Word-Context Correlations},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {1105--1114},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186009},
doi = {10.1145/3178876.3186009},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/www/ShiKCR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/RakeshDARSR18,
author = {Vineeth Rakesh and
Weicong Ding and
Aman Ahuja and
Nikhil Rao and
Yifan Sun and
Chandan K. Reddy},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {A Sparse Topic Model for Extracting Aspect-Specific Summaries from
Online Reviews},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {1573--1582},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186069},
doi = {10.1145/3178876.3186069},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/RakeshDARSR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-05755,
author = {Mahmudur Rahman and
Tanay Kumar Saha and
Mohammad Al Hasan and
Kevin S. Xu and
Chandan K. Reddy},
title = {DyLink2Vec: Effective Feature Representation for Link Prediction in
Dynamic Networks},
journal = {CoRR},
volume = {abs/1804.05755},
year = {2018},
url = {http://arxiv.org/abs/1804.05755},
eprinttype = {arXiv},
eprint = {1804.05755},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-05755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09461,
author = {Yaser Keneshloo and
Tian Shi and
Naren Ramakrishnan and
Chandan K. Reddy},
title = {Deep Reinforcement Learning For Sequence to Sequence Models},
journal = {CoRR},
volume = {abs/1805.09461},
year = {2018},
url = {http://arxiv.org/abs/1805.09461},
eprinttype = {arXiv},
eprint = {1805.09461},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-06667,
author = {Yaser Keneshloo and
Naren Ramakrishnan and
Chandan K. Reddy},
title = {Deep Transfer Reinforcement Learning for Text Summarization},
journal = {CoRR},
volume = {abs/1810.06667},
year = {2018},
url = {http://arxiv.org/abs/1810.06667},
eprinttype = {arXiv},
eprint = {1810.06667},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-06667.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02303,
author = {Tian Shi and
Yaser Keneshloo and
Naren Ramakrishnan and
Chandan K. Reddy},
title = {Neural Abstractive Text Summarization with Sequence-to-Sequence Models},
journal = {CoRR},
volume = {abs/1812.02303},
year = {2018},
url = {http://arxiv.org/abs/1812.02303},
eprinttype = {arXiv},
eprint = {1812.02303},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/VinzamuriLR17,
author = {Bhanukiran Vinzamuri and
Yan Li and
Chandan K. Reddy},
title = {Pre-Processing Censored Survival Data Using Inverse Covariance Matrix
Based Calibration},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {10},
pages = {2111--2124},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2719028},
doi = {10.1109/TKDE.2017.2719028},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/VinzamuriLR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KimCLLRP17,
author = {Hannah Kim and
Jaegul Choo and
Changhyun Lee and
Hanseung Lee and
Chandan K. Reddy and
Haesun Park},
editor = {Satinder Singh and
Shaul Markovitch},
title = {{PIVE:} Per-Iteration Visualization Environment for Real-Time Interactions
with Dimension Reduction and Clustering},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {1001--1009},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10628},
doi = {10.1609/AAAI.V31I1.10628},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KimCLLRP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/SenguptaASRR17,
author = {Abhishek Sengupta and
A. P. Prathosh and
Satya Narayan Shukla and
Vaibhav Rajan and
Chandan K. Reddy},
title = {Prediction and imputation in irregularly sampled clinical time series
data using hierarchical linear dynamical models},
booktitle = {2017 39th Annual International Conference of the {IEEE} Engineering
in Medicine and Biology Society (EMBC), Jeju Island, South Korea,
July 11-15, 2017},
pages = {3660--3663},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/EMBC.2017.8037651},
doi = {10.1109/EMBC.2017.8037651},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/SenguptaASRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AhujaWLCR17,
author = {Aman Ahuja and
Wei Wei and
Wei Lu and
Kathleen M. Carley and
Chandan K. Reddy},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {A Probabilistic Geographical Aspect-Opinion Model for Geo-Tagged Microblogs},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {721--726},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.82},
doi = {10.1109/ICDM.2017.82},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AhujaWLCR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/DaveHR17,
author = {Vachik S. Dave and
Mohammad Al Hasan and
Chandan K. Reddy},
title = {How Fast Will You Get a Response? Predicting Interval Time for Reciprocal
Link Creation},
booktitle = {Proceedings of the Eleventh International Conference on Web and Social
Media, {ICWSM} 2017, Montr{\'{e}}al, Qu{\'{e}}bec, Canada,
May 15-18, 2017},
pages = {508--511},
publisher = {{AAAI} Press},
year = {2017},
url = {https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15676},
timestamp = {Fri, 19 May 2017 12:45:06 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/DaveHR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SuhCLR17,
author = {Sangho Suh and
Jaegul Choo and
Joonseok Lee and
Chandan K. Reddy},
editor = {Carles Sierra},
title = {Local Topic Discovery via Boosted Ensemble of Nonnegative Matrix Factorization},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {4944--4948},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/699},
doi = {10.24963/IJCAI.2017/699},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SuhCLR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/RakeshJKR17,
author = {Vineeth Rakesh and
Niranjan Jadhav and
Alexander Kotov and
Chandan K. Reddy},
editor = {Maarten de Rijke and
Milad Shokouhi and
Andrew Tomkins and
Min Zhang},
title = {Probabilistic Social Sequential Model for Tour Recommendation},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February
6-10, 2017},
pages = {631--640},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018661.3018711},
doi = {10.1145/3018661.3018711},
timestamp = {Fri, 12 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/RakeshJKR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-04649,
author = {Ping Wang and
Yan Li and
Chandan K. Reddy},
title = {Machine Learning for Survival Analysis: {A} Survey},
journal = {CoRR},
volume = {abs/1708.04649},
year = {2017},
url = {http://arxiv.org/abs/1708.04649},
eprinttype = {arXiv},
eprint = {1708.04649},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-04649.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HuddarDRBRR16,
author = {Vijay Huddar and
Bapu Koundinya Desiraju and
Vaibhav Rajan and
Sakyajit Bhattacharya and
Shourya Roy and
Chandan K. Reddy},
title = {Predicting Complications in Critical Care Using Heterogeneous Clinical
Data},
journal = {{IEEE} Access},
volume = {4},
pages = {7988--8001},
year = {2016},
url = {https://doi.org/10.1109/ACCESS.2016.2618775},
doi = {10.1109/ACCESS.2016.2618775},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/HuddarDRBRR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiBR16,
author = {Yan Li and
Changxin Bai and
Chandan K. Reddy},
title = {A distributed ensemble approach for mining healthcare data under privacy
constraints},
journal = {Inf. Sci.},
volume = {330},
pages = {245--259},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2015.10.011},
doi = {10.1016/J.INS.2015.10.011},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiBR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/Al-StouhiR16,
author = {Samir Al{-}Stouhi and
Chandan K. Reddy},
title = {Transfer learning for class imbalance problems with inadequate data},
journal = {Knowl. Inf. Syst.},
volume = {48},
number = {1},
pages = {201--228},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0870-3},
doi = {10.1007/S10115-015-0870-3},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/Al-StouhiR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DuttaBR16,
author = {Jayanta K. Dutta and
Bonny Banerjee and
Chandan K. Reddy},
title = {{RODS:} Rarity based Outlier Detection in a Sparse Coding Framework},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {2},
pages = {483--495},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2015.2475748},
doi = {10.1109/TKDE.2015.2475748},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/DuttaBR16.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/cikm/AmeriFCR16,
author = {Sattar Ameri and
Mahtab Jahanbani Fard and
Ratna Babu Chinnam and
Chandan K. Reddy},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Survival Analysis based Framework for Early Prediction of Student
Dropouts},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {903--912},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983351},
doi = {10.1145/2983323.2983351},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/AmeriFCR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangPVR16,
author = {Ping Wang and
Karthik K. Padthe and
Bhanukiran Vinzamuri and
Chandan K. Reddy},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {{CRISP:} Consensus Regularized Selection based Prediction},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {1019--1028},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983779},
doi = {10.1145/2983323.2983779},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WangPVR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiWWYR16,
author = {Yan Li and
Lu Wang and
Jie Wang and
Jieping Ye and
Chandan K. Reddy},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Transfer Learning for Survival Analysis via Efficient L2, 1-Norm Regularized
Cox Regression},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {231--240},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0034},
doi = {10.1109/ICDM.2016.0034},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiWWYR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SuhCLR16,
author = {Sangho Suh and
Jaegul Choo and
Joonseok Lee and
Chandan K. Reddy},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {L-EnsNMF: Boosted Local Topic Discovery via Ensemble of Nonnegative
Matrix Factorization},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {479--488},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0059},
doi = {10.1109/ICDM.2016.0059},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SuhCLR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VinzamuriPR16,
author = {Bhanukiran Vinzamuri and
Karthik K. Padthe and
Chandan K. Reddy},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Feature Grouping Using Weighted l1 Norm for High-Dimensional Data},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1233--1238},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0165},
doi = {10.1109/ICDM.2016.0165},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VinzamuriPR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiWYR16,
author = {Yan Li and
Jie Wang and
Jieping Ye and
Chandan K. Reddy},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {A Multi-Task Learning Formulation for Survival Analysis},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1715--1724},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939857},
doi = {10.1145/2939672.2939857},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiWYR16.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/sdm/LiVR16,
author = {Yan Li and
Bhanukiran Vinzamuri and
Chandan K. Reddy},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Regularized Weighted Linear Regression for High-dimensional Censored
Data},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {45--53},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.6},
doi = {10.1137/1.9781611974348.6},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiVR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiXR16,
author = {Yan Li and
Kevin S. Xu and
Chandan K. Reddy},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Regularized Parametric Regression for High-dimensional Survival Analysis},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {765--773},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.86},
doi = {10.1137/1.9781611974348.86},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiXR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/LiRR16,
author = {Yan Li and
Vineeth Rakesh and
Chandan K. Reddy},
editor = {Paul N. Bennett and
Vanja Josifovski and
Jennifer Neville and
Filip Radlinski},
title = {Project Success Prediction in Crowdfunding Environments},
booktitle = {Proceedings of the Ninth {ACM} International Conference on Web Search
and Data Mining, San Francisco, CA, USA, February 22-25, 2016},
pages = {247--256},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2835776.2835791},
doi = {10.1145/2835776.2835791},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/LiRR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/RakeshLR16,
author = {Vineeth Rakesh and
Wang{-}Chien Lee and
Chandan K. Reddy},
editor = {Paul N. Bennett and
Vanja Josifovski and
Jennifer Neville and
Filip Radlinski},
title = {Probabilistic Group Recommendation Model for Crowdfunding Domains},
booktitle = {Proceedings of the Ninth {ACM} International Conference on Web Search
and Data Mining, San Francisco, CA, USA, February 22-25, 2016},
pages = {257--266},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2835776.2835793},
doi = {10.1145/2835776.2835793},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/RakeshLR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LiVR15,
author = {Yan Li and
Bhanukiran Vinzamuri and
Chandan K. Reddy},
title = {Constrained elastic net based knowledge transfer for healthcare information
exchange},
journal = {Data Min. Knowl. Discov.},
volume = {29},
number = {4},
pages = {1094--1112},
year = {2015},
url = {https://doi.org/10.1007/s10618-014-0389-3},
doi = {10.1007/S10618-014-0389-3},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/LiVR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ChooLRP15,
author = {Jaegul Choo and
Changhyun Lee and
Chandan K. Reddy and
Haesun Park},
title = {Weakly supervised nonnegative matrix factorization for user-driven
clustering},
journal = {Data Min. Knowl. Discov.},
volume = {29},
number = {6},
pages = {1598--1621},
year = {2015},
url = {https://doi.org/10.1007/s10618-014-0384-8},
doi = {10.1007/S10618-014-0384-8},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/ChooLRP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/ReddyA15,
author = {Chandan K. Reddy and
Mohammad S. Aziz},
title = {Predicting gene functions from multiple biological sources using novel
ensemble methods},
journal = {Int. J. Data Min. Bioinform.},
volume = {12},
number = {2},
pages = {184--206},
year = {2015},
url = {https://doi.org/10.1504/IJDMB.2015.069418},
doi = {10.1504/IJDMB.2015.069418},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdmb/ReddyA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/KimCRP15,
author = {Hannah Kim and
Jaegul Choo and
Chandan K. Reddy and
Haesun Park},
title = {Doubly supervised embedding based on class labels and intrinsic clusters
for high-dimensional data visualization},
journal = {Neurocomputing},
volume = {150},
pages = {570--582},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.09.064},
doi = {10.1016/J.NEUCOM.2014.09.064},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/KimCRP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/SinghR15,
author = {Dilpreet Singh and
Chandan K. Reddy},
title = {A survey on platforms for big data analytics},
journal = {J. Big Data},
volume = {2},
pages = {8},
year = {2015},
url = {https://doi.org/10.1186/s40537-014-0008-6},
doi = {10.1186/S40537-014-0008-6},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbd/SinghR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/AlqadahRHA15,
author = {Faris Alqadah and
Chandan K. Reddy and
Junling Hu and
Hatim F. Alqadah},
title = {Biclustering neighborhood-based collaborative filtering method for
top-n recommender systems},
journal = {Knowl. Inf. Syst.},
volume = {44},
number = {2},
pages = {475--491},
year = {2015},
url = {https://doi.org/10.1007/s10115-014-0771-x},
doi = {10.1007/S10115-014-0771-X},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/AlqadahRHA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/KotovRAR15,
author = {Alexander Kotov and
Vineeth Rakesh and
Eugene Agichtein and
Chandan K. Reddy},
editor = {Allan Hanbury and
Gabriella Kazai and
Andreas Rauber and
Norbert Fuhr},
title = {Geographical Latent Variable Models for Microblog Retrieval},
booktitle = {Advances in Information Retrieval - 37th European Conference on {IR}
Research, {ECIR} 2015, Vienna, Austria, March 29 - April 2, 2015.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9022},
pages = {635--647},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-16354-3\_70},
doi = {10.1007/978-3-319-16354-3\_70},
timestamp = {Fri, 12 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecir/KotovRAR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/RakeshCR15,
author = {Vineeth Rakesh and
Jaegul Choo and
Chandan K. Reddy},
editor = {Meeyoung Cha and
Cecilia Mascolo and
Christian Sandvig},
title = {Project Recommendation Using Heterogeneous Traits in Crowdfunding},
booktitle = {Proceedings of the Ninth International Conference on Web and Social
Media, {ICWSM} 2015, University of Oxford, Oxford, UK, May 26-29,
2015},
pages = {337--346},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10581},
timestamp = {Fri, 05 Feb 2021 11:07:20 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/RakeshCR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KimCKRP15,
author = {Hannah Kim and
Jaegul Choo and
Jingu Kim and
Chandan K. Reddy and
Haesun Park},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Simultaneous Discovery of Common and Discriminative Topics via Joint
Nonnegative Matrix Factorization},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {567--576},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783338},
doi = {10.1145/2783258.2783338},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KimCKRP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/ReddyA15,
author = {Chandan K. Reddy and
Charu C. Aggarwal},
editor = {Chandan K. Reddy and
Charu C. Aggarwal},
title = {An Introduction to Healthcare Data Analytics},
booktitle = {Healthcare Data Analytics},
pages = {1--18},
publisher = {Chapman and Hall/CRC},
year = {2015},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b18588-2},
doi = {10.1201/B18588-2},
timestamp = {Tue, 18 Aug 2015 15:30:18 +0200},
biburl = {https://dblp.org/rec/books/crc/p/ReddyA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/RahmanR15,
author = {Rajiur Rahman and
Chandan K. Reddy},
editor = {Chandan K. Reddy and
Charu C. Aggarwal},
title = {Electronic Health Records: {A} Survey},
booktitle = {Healthcare Data Analytics},
pages = {21--59},
publisher = {Chapman and Hall/CRC},
year = {2015},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b18588-4},
doi = {10.1201/B18588-4},
timestamp = {Tue, 18 Aug 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/RahmanR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/ReddyL15,
author = {Chandan K. Reddy and
Yan Li},
editor = {Chandan K. Reddy and
Charu C. Aggarwal},
title = {A Review of Clinical Prediction Models},
booktitle = {Healthcare Data Analytics},
pages = {343--378},
publisher = {Chapman and Hall/CRC},
year = {2015},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b18588-13},
doi = {10.1201/B18588-13},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/ReddyL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/AltherR15,
author = {Martin Alther and
Chandan K. Reddy},
editor = {Chandan K. Reddy and
Charu C. Aggarwal},
title = {Clinical Decision Support Systems},
booktitle = {Healthcare Data Analytics},
pages = {625--656},
publisher = {Chapman and Hall/CRC},
year = {2015},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b18588-23},
doi = {10.1201/B18588-23},
timestamp = {Tue, 18 Aug 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/AltherR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/crc/healthcare2015,
editor = {Chandan K. Reddy and
Charu C. Aggarwal},
title = {Healthcare Data Analytics},
publisher = {Chapman and Hall/CRC},
year = {2015},
url = {http://www.crcnetbase.com/isbn/9781482232127},
isbn = {978-1-4822-3211-0},
timestamp = {Tue, 18 Aug 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/healthcare2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/OdibatR14,
author = {Omar Odibat and
Chandan K. Reddy},
title = {Efficient mining of discriminative co-clusters from gene expression
data},
journal = {Knowl. Inf. Syst.},
volume = {41},
number = {3},
pages = {667--696},
year = {2014},
url = {https://doi.org/10.1007/s10115-013-0684-0},
doi = {10.1007/S10115-013-0684-0},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/OdibatR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/VinzamuriLR14,
author = {Bhanukiran Vinzamuri and
Yan Li and
Chandan K. Reddy},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Active Learning based Survival Regression for Censored Data},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {241--250},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2662065},
doi = {10.1145/2661829.2662065},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/VinzamuriLR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/RakeshSVR14,
author = {Vineeth Rakesh and
Dilpreet Singh and
Bhanukiran Vinzamuri and
Chandan K. Reddy},
editor = {Eytan Adar and
Paul Resnick and
Munmun De Choudhury and
Bernie Hogan and
Alice Oh},
title = {Personalized Recommendation of Twitter Lists using Content and Network
Information},
booktitle = {Proceedings of the Eighth International Conference on Weblogs and
Social Media, {ICWSM} 2014, Ann Arbor, Michigan, USA, June 1-4, 2014},
publisher = {The {AAAI} Press},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM14/paper/view/8120},
timestamp = {Tue, 26 Apr 2022 13:37:31 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/RakeshSVR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeevast/ChooLKLRDP14,
author = {Jaegul Choo and
Changhyun Lee and
Hannah Kim and
Hanseung Lee and
Chandan K. Reddy and
Barry L. Drake and
Haesun Park},
editor = {Min Chen and
David S. Ebert and
Chris North},
title = {{PIVE:} Per-Iteration visualization environment for supporting real-time
interactions with computational methods},
booktitle = {9th {IEEE} Conference on Visual Analytics Science and Technology,
{IEEE} {VAST} 2014, Paris, France, October 25-31, 2014},
pages = {241--242},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/VAST.2014.7042510},
doi = {10.1109/VAST.2014.7042510},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieeevast/ChooLKLRDP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Al-StouhiR14,
author = {Samir Al{-}Stouhi and
Chandan K. Reddy},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Multi-Task Clustering using Constrained Symmetric Non-Negative Matrix
Factorization},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {785--793},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.90},
doi = {10.1137/1.9781611973440.90},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Al-StouhiR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/crc/aggarwal2013,
editor = {Charu C. Aggarwal and
Chandan K. Reddy},
title = {Data Clustering: Algorithms and Applications},
publisher = {{CRC} Press},
year = {2014},
url = {http://www.crcpress.com/product/isbn/9781466558212},
isbn = {978-1-46-655821-2},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/crc/aggarwal2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcsb/AzmiBBPLYDRSM13,
author = {Asfar S. Azmi and
Aliccia Bollig{-}Fischer and
Bin Bao and
Bum{-}Joon Park and
Sun{-}Hye Lee and
Gyu Yong{-}Song and
Gregory Dyson and
Chandan K. Reddy and
Fazlul H. Sarkar and
Ramzi M. Mohammad},
title = {Systems analysis reveals a transcriptional reversal of the mesenchymal
phenotype induced by SNAIL-inhibitor {GN-25}},
journal = {{BMC} Syst. Biol.},
volume = {7},
pages = {85},
year = {2013},
url = {https://doi.org/10.1186/1752-0509-7-85},
doi = {10.1186/1752-0509-7-85},
timestamp = {Tue, 05 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcsb/AzmiBBPLYDRSM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ReddyY13,
author = {Chandan K. Reddy and
Cristopher C. Yang},
title = {Introduction to the special section on intelligent systems for health
informatics},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {4},
number = {4},
pages = {62:1--62:3},
year = {2013},
url = {https://doi.org/10.1145/2508037.2508043},
doi = {10.1145/2508037.2508043},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/ReddyY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/ChooLRP13,
author = {Jaegul Choo and
Changhyun Lee and
Chandan K. Reddy and
Haesun Park},
title = {{UTOPIAN:} User-Driven Topic Modeling Based on Interactive Nonnegative
Matrix Factorization},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {19},
number = {12},
pages = {1992--2001},
year = {2013},
url = {https://doi.org/10.1109/TVCG.2013.212},
doi = {10.1109/TVCG.2013.212},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/ChooLRP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/RakeshRSM13,
author = {Vineeth Rakesh and
Chandan K. Reddy and
Dilpreet Singh and
Ramachandran M. S.},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Location-specific tweet detection and topic summarization in Twitter},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {1441--1444},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2492583},
doi = {10.1145/2492517.2492583},
timestamp = {Thu, 11 Mar 2021 17:04:51 +0100},
biburl = {https://dblp.org/rec/conf/asunam/RakeshRSM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VinzamuriR13,
author = {Bhanukiran Vinzamuri and
Chandan K. Reddy},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Cox Regression with Correlation Based Regularization for Electronic
Health Records},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {757--766},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.89},
doi = {10.1109/ICDM.2013.89},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/VinzamuriR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SunR13,
author = {Jimeng Sun and
Chandan K. Reddy},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Big data analytics for healthcare},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {1525},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2506178},
doi = {10.1145/2487575.2506178},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SunR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal13/ReddyV13,
author = {Chandan K. Reddy and
Bhanukiran Vinzamuri},
editor = {Charu C. Aggarwal and
Chandan K. Reddy},
title = {A Survey of Partitional and Hierarchical Clustering Algorithms},
booktitle = {Data Clustering: Algorithms and Applications},
pages = {87--110},
publisher = {{CRC} Press},
year = {2013},
timestamp = {Thu, 12 Mar 2020 11:24:04 +0100},
biburl = {https://dblp.org/rec/books/crc/aggarwal13/ReddyV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal13/ReddyHZ13,
author = {Chandan K. Reddy and
Mohammad Al Hasan and
Mohammed J. Zaki},
editor = {Charu C. Aggarwal and
Chandan K. Reddy},
title = {Clustering Biological Data},
booktitle = {Data Clustering: Algorithms and Applications},
pages = {381--414},
publisher = {{CRC} Press},
year = {2013},
timestamp = {Sun, 04 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/aggarwal13/ReddyHZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal13/AggarwalR13,
author = {Charu C. Aggarwal and
Chandan K. Reddy},
editor = {Charu C. Aggarwal and
Chandan K. Reddy},
title = {Educational and Software Resources for Data Clustering},
booktitle = {Data Clustering: Algorithms and Applications},
pages = {607--616},
publisher = {{CRC} Press},
year = {2013},
timestamp = {Sun, 04 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/aggarwal13/AggarwalR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/interfaces/MillerWGAMPJRTBAC12,
author = {Gerard Miller and
Melissa Weatherwax and
Timothy Gardinier and
Naoki Abe and
Prem Melville and
Cezar Pendus and
David L. Jensen and
Chandan K. Reddy and
Vince P. Thomas and
James J. Bennett and
Gary F. Anderson and
Brent R. Cooley},
title = {Tax Collections Optimization for New York State},
journal = {Interfaces},
volume = {42},
number = {1},
pages = {74--84},
year = {2012},
url = {https://doi.org/10.1287/inte.1110.0618},
doi = {10.1287/INTE.1110.0618},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/interfaces/MillerWGAMPJRTBAC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/OdibatR12,
author = {Omar Odibat and
Chandan K. Reddy},
title = {Ranking differential Hubs in gene Co-Expression Networks},
journal = {J. Bioinform. Comput. Biol.},
volume = {10},
number = {1},
year = {2012},
url = {https://doi.org/10.1142/S0219720012400021},
doi = {10.1142/S0219720012400021},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbcb/OdibatR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PalitR12,
author = {Indranil Palit and
Chandan K. Reddy},
title = {Scalable and Parallel Boosting with MapReduce},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {24},
number = {10},
pages = {1904--1916},
year = {2012},
url = {https://doi.org/10.1109/TKDE.2011.208},
doi = {10.1109/TKDE.2011.208},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/PalitR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/Al-StouhiRL12,
author = {Samir Al{-}Stouhi and
Chandan K. Reddy and
David E. Lanfear},
title = {Label Space Transfer Learning},
booktitle = {{IEEE} 24th International Conference on Tools with Artificial Intelligence,
{ICTAI} 2012, Athens, Greece, November 7-9, 2012},
pages = {727--734},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICTAI.2012.103},
doi = {10.1109/ICTAI.2012.103},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/Al-StouhiRL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/AlaydieRF12,
author = {Noor Alaydie and
Chandan K. Reddy and
Farshad Fotouhi},
editor = {Pang{-}Ning Tan and
Sanjay Chawla and
Chin Kuan Ho and
James Bailey},
title = {Exploiting Label Dependency for Hierarchical Multi-label Classification},
booktitle = {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},
pages = {294--305},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30217-6\_25},
doi = {10.1007/978-3-642-30217-6\_25},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/AlaydieRF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AlqadahBAR12,
author = {Faris Alqadah and
Joel S. Bader and
Rajul Anand and
Chandan K. Reddy},
title = {Query-based Biclustering using Formal Concept Analysis},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {648--659},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.56},
doi = {10.1137/1.9781611972825.56},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AlqadahBAR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ReddyP11,
author = {Chandan K. Reddy and
Jin Hyeong Park},
title = {Multi-resolution boosting for classification and regression problems},
journal = {Knowl. Inf. Syst.},
volume = {29},
number = {2},
pages = {435--456},
year = {2011},
url = {https://doi.org/10.1007/s10115-010-0358-0},
doi = {10.1007/S10115-010-0358-0},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/ReddyP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/OdibatR11,
author = {Omar Odibat and
Chandan K. Reddy},
editor = {Robert Grossman and
Andrey Rzhetsky and
Sun Kim and
Wei Wang},
title = {Ranking differential genes in co-expression networks},
booktitle = {{ACM} International Conference on Bioinformatics, Computational Biology
and Biomedicine, BCB' 11, Chicago, IL, {USA} - July 31 - August 03,
2011},
pages = {350--354},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2147805.2147849},
doi = {10.1145/2147805.2147849},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bcb/OdibatR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/AlaydieRF11,
author = {Noor Alaydie and
Chandan K. Reddy and
Farshad Fotouhi},
editor = {Robert Grossman and
Andrey Rzhetsky and
Sun Kim and
Wei Wang},
title = {A Bayesian integration model for improved gene functional inference
from heterogeneous data sources},
booktitle = {{ACM} International Conference on Bioinformatics, Computational Biology
and Biomedicine, BCB' 11, Chicago, IL, {USA} - July 31 - August 03,
2011},
pages = {376--380},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2147805.2147854},
doi = {10.1145/2147805.2147854},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bcb/AlaydieRF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/AnandR11,
author = {Rajul Anand and
Chandan K. Reddy},
editor = {Joshua Zhexue Huang and
Longbing Cao and
Jaideep Srivastava},
title = {Graph-Based Clustering with Constraints},
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 = {51--62},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20847-8\_5},
doi = {10.1007/978-3-642-20847-8\_5},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/AnandR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Al-StouhiR11,
author = {Samir Al{-}Stouhi and
Chandan K. Reddy},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Adaptive Boosting for Transfer Learning Using Dynamic Updates},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6911},
pages = {60--75},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23780-5\_14},
doi = {10.1007/978-3-642-23780-5\_14},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Al-StouhiR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AnandR11,
author = {Rajul Anand and
Chandan K. Reddy},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Constrained Logistic Regression for Discriminative Pattern Mining},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6911},
pages = {92--107},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23780-5\_16},
doi = {10.1007/978-3-642-23780-5\_16},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AnandR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/OdibatR11,
author = {Omar Odibat and
Chandan K. Reddy},
title = {A Generalized Framework for Mining Arbitrarily Positioned Overlapping
Co-clusters},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {343--354},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.30},
doi = {10.1137/1.9781611972818.30},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/OdibatR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/ReddyR10,
author = {Chandan K. Reddy and
Bala Rajaratnam},
title = {Learning mixture models via component-wise parameter smoothing},
journal = {Comput. Stat. Data Anal.},
volume = {54},
number = {3},
pages = {732--749},
year = {2010},
url = {https://doi.org/10.1016/j.csda.2009.04.012},
doi = {10.1016/J.CSDA.2009.04.012},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/ReddyR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ReddyA10,
author = {Chandan K. Reddy and
Mohammad S. Aziz},
title = {Modeling local nonlinear correlations using subspace principal curves},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {5},
pages = {332--349},
year = {2010},
url = {https://doi.org/10.1002/sam.10086},
doi = {10.1002/SAM.10086},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ReddyA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/OdibatRG10,
author = {Omar Odibat and
Chandan K. Reddy and
Craig N. Giroux},
editor = {Aidong Zhang and
Mark Borodovsky and
Gultekin {\"{O}}zsoyoglu and
Armin R. Mikler},
title = {Differential biclustering for gene expression analysis},
booktitle = {Proceedings of the First {ACM} International Conference on Bioinformatics
and Computational Biology, {BCB} 2010, Niagara Falls, NY, USA, August
2-4, 2010},
pages = {275--284},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1854776.1854815},
doi = {10.1145/1854776.1854815},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bcb/OdibatRG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AzizR10,
author = {Mohammad S. Aziz and
Chandan K. Reddy},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {Robust prediction from multiple heterogeneous data sources with partial
information},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {1857--1860},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871747},
doi = {10.1145/1871437.1871747},
timestamp = {Wed, 03 Aug 2022 15:48:33 +0200},
biburl = {https://dblp.org/rec/conf/cikm/AzizR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/AlaydieFRS10,
author = {Noor Alaydie and
Farshad Fotouhi and
Chandan K. Reddy and
Hamid Soltanian{-}Zadeh},
editor = {A Min Tjoa and
Roland R. Wagner},
title = {Noise and Outlier Filtering in Heterogeneous Medical Data Sources},
booktitle = {Database and Expert Systems Applications, DEXA, International Workshops,
Bilbao, Spain, August 30 - September 3, 2010},
pages = {115--119},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/DEXA.2010.42},
doi = {10.1109/DEXA.2010.42},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dexaw/AlaydieFRS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PalitR10,
author = {Indranil Palit and
Chandan K. Reddy},
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Parallelized Boosting with Map-Reduce},
booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
pages = {1346--1353},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDMW.2010.180},
doi = {10.1109/ICDMW.2010.180},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PalitR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AbeMPRJTBACKDG10,
author = {Naoki Abe and
Prem Melville and
Cezar Pendus and
Chandan K. Reddy and
David L. Jensen and
Vince P. Thomas and
James J. Bennett and
Gary F. Anderson and
Brent R. Cooley and
Melissa Kowalczyk and
Mark Domick and
Timothy Gardinier},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Optimizing debt collections using constrained reinforcement learning},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {75--84},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835817},
doi = {10.1145/1835804.1835817},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AbeMPRJTBACKDG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/AzizR10,
author = {Mohammad S. Aziz and
Chandan K. Reddy},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {A Robust Seedless Algorithm for Correlation Clustering},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6118},
pages = {28--37},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13657-3\_6},
doi = {10.1007/978-3-642-13657-3\_6},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/AzizR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChooRLP10,
author = {Jaegul Choo and
Chandan K. Reddy and
Hanseung Lee and
Haesun Park},
title = {p-ISOMAP: An Efficient Parametric Update for {ISOMAP} for Visual Analytics},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {502--513},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.44},
doi = {10.1137/1.9781611972801.44},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ChooRLP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/PalitRS09,
author = {Indranil Palit and
Chandan K. Reddy and
Kendra L. Schwartz},
title = {Differential Predictive Modeling for Racial Disparities in Breast
Cancer},
booktitle = {2009 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2009, Washington, DC, USA, November 1-4, 2009, Proceedings},
pages = {239--245},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/BIBM.2009.89},
doi = {10.1109/BIBM.2009.89},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/PalitRS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ReddyP09,
author = {Chandan K. Reddy and
Jin Hyeong Park},
editor = {Thanaruk Theeramunkong and
Boonserm Kijsirikul and
Nick Cercone and
Tu Bao Ho},
title = {Multi-resolution Boosting for Classification and Regression Problems},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5476},
pages = {196--207},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01307-2\_20},
doi = {10.1007/978-3-642-01307-2\_20},
timestamp = {Fri, 25 Dec 2020 01:15:13 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/ReddyP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PokharkarR09,
author = {Snehal Pokharkar and
Chandan K. Reddy},
title = {Identifying Information-Rich Subspace Trends in High-Dimensional Data},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {557--568},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.48},
doi = {10.1137/1.9781611972795.48},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PokharkarR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/ReddyR09,
author = {Chandan K. Reddy and
Bala Rajaratnam},
editor = {John Wang},
title = {Theory and Practice of Expectation Maximization {(EM)} Algorithm},
booktitle = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
pages = {1966--1973},
publisher = {{IGI} Global},
year = {2009},
url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=11088},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/dataware/ReddyR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ReddyCR08,
author = {Chandan K. Reddy and
Hsiao{-}Dong Chiang and
Bala Rajaratnam},
title = {TRUST-TECH-Based Expectation Maximization for Learning Finite Mixture
Models},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {30},
number = {7},
pages = {1146--1157},
year = {2008},
url = {https://doi.org/10.1109/TPAMI.2007.70775},
doi = {10.1109/TPAMI.2007.70775},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ReddyCR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/ReddyB08,
author = {Chandan K. Reddy and
Fahima A. Bhuyan},
title = {Retrieval and ranking of biomedical images using boosted haar features},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Bioinformatics
and Bioengineering, {BIBE} 2008, October 8-10, 2008, Athens, Greece},
pages = {1--6},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/BIBE.2008.4696834},
doi = {10.1109/BIBE.2008.4696834},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/bibe/ReddyB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/KrishnarajR08,
author = {Yazhene Krishnaraj and
Chandan K. Reddy},
editor = {Xue{-}wen Chen and
Xiaohua Hu and
Sun Kim},
title = {Boosting Methods for Protein Fold Recognition: An Empirical Comparison},
booktitle = {2008 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2008, Philadephia, Pennsylvania, USA, November 3-5, 2008},
pages = {393--396},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/BIBM.2008.83},
doi = {10.1109/BIBM.2008.83},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/KrishnarajR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ReddyR08,
author = {Chandan K. Reddy and
Bala Rajaratnam},
title = {Component-wise parameter smoothing for learning mixture models},
booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008),
December 8-11, 2008, Tampa, Florida, {USA}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICPR.2008.4761684},
doi = {10.1109/ICPR.2008.4761684},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/ReddyR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeevast/ReddyPH08,
author = {Chandan K. Reddy and
Snehal Pokharkar and
Tin Kam Ho},
title = {Generating hypotheses of trends in high-dimensional data skeletons},
booktitle = {3rd {IEEE} Symposium on Visual Analytics Science and Technology, {IEEE}
{VAST} 2008, Columbus, OH, USA, October 19-24, 2008},
pages = {139--146},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/VAST.2008.4677367},
doi = {10.1109/VAST.2008.4677367},
timestamp = {Tue, 11 Aug 2020 14:39:34 +0200},
biburl = {https://dblp.org/rec/conf/ieeevast/ReddyPH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/ReddyP08,
author = {Chandan K. Reddy and
Jin Hyeong Park},
editor = {Niels da Vitoria Lobo and
Takis Kasparis and
Fabio Roli and
James Tin{-}Yau Kwok and
Michael Georgiopoulos and
Georgios C. Anagnostopoulos and
Marco Loog},
title = {Scale-Space Kernels for Additive Modeling},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition, Joint
{IAPR} International Workshop, {SSPR} {\&} {SPR} 2008, Orlando,
USA, December 4-6, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5342},
pages = {714--723},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89689-0\_75},
doi = {10.1007/978-3-540-89689-0\_75},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/sspr/ReddyP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ParkR07,
author = {Jin Hyeong Park and
Chandan K. Reddy},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Scale-Space Based Weak Regressors for Boosting},
booktitle = {Machine Learning: {ECML} 2007, 18th European Conference on Machine
Learning, Warsaw, Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4701},
pages = {666--673},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74958-5\_66},
doi = {10.1007/978-3-540-74958-5\_66},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/ParkR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ChiangR07,
author = {Hsiao{-}Dong Chiang and
Chandan K. Reddy},
title = {{TRUST-TECH} Based Neural Network Training},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {90--95},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4370936},
doi = {10.1109/IJCNN.2007.4370936},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ChiangR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GrycHLLPRR07,
author = {Wojciech Gryc and
Mary E. Helander and
Richard D. Lawrence and
Yan Liu and
Claudia Perlich and
Chandan K. Reddy and
Saharon Rosset},
editor = {Haizheng Zhang and
Myra Spiliopoulou and
Bamshad Mobasher and
C. Lee Giles and
Andrew McCallum and
Olfa Nasraoui and
Jaideep Srivastava and
John Yen},
title = {Looking for Great Ideas: Analyzing the Innovation Jam},
booktitle = {Advances in Web Mining and Web Usage Analysis, 9th International Workshop
on Knowledge Discovery on the Web, WebKDD 2007, and 1st International
Workshop on Social Networks Analysis, {SNA-KDD} 2007, San Jose, CA,
USA, August 12-15, 2007. Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {5439},
pages = {21--39},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-642-00528-2\_2},
doi = {10.1007/978-3-642-00528-2\_2},
timestamp = {Sun, 25 Oct 2020 22:35:27 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GrycHLLPRR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0712-4126,
author = {Chandan K. Reddy},
title = {{TRUST-TECH} based Methods for Optimization and Learning},
journal = {CoRR},
volume = {abs/0712.4126},
year = {2007},
url = {http://arxiv.org/abs/0712.4126},
eprinttype = {arXiv},
eprint = {0712.4126},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0712-4126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/almob/ReddyWC06,
author = {Chandan K. Reddy and
Yao{-}Chung Weng and
Hsiao{-}Dong Chiang},
title = {Refining motifs by improving information content scores using neighborhood
profile search},
journal = {Algorithms Mol. Biol.},
volume = {1},
year = {2006},
url = {https://doi.org/10.1186/1748-7188-1-23},
doi = {10.1186/1748-7188-1-23},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/almob/ReddyWC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/ReddyC06,
author = {Chandan K. Reddy and
Hsiao{-}Dong Chiang},
title = {A Stability Boundary Based Method for Finding Saddle Points on Potential
Energy Surfaces},
journal = {J. Comput. Biol.},
volume = {13},
number = {3},
pages = {745--766},
year = {2006},
url = {https://doi.org/10.1089/cmb.2006.13.745},
doi = {10.1089/CMB.2006.13.745},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcb/ReddyC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ReddyCR06,
author = {Chandan K. Reddy and
Hsiao{-}Dong Chiang and
Bala Rajaratnam},
title = {Stability Region Based Expectation Maximization for Model-based Clustering},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {522--531},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.152},
doi = {10.1109/ICDM.2006.152},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ReddyCR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/ReddyC05,
author = {Chandan K. Reddy and
Hsiao{-}Dong Chiang},
editor = {Hisham Haddad and
Lorie M. Liebrock and
Andrea Omicini and
Roger L. Wainwright},
title = {Finding saddle points using stability boundaries},
booktitle = {Proceedings of the 2005 {ACM} Symposium on Applied Computing (SAC),
Santa Fe, New Mexico, USA, March 13-17, 2005},
pages = {212--213},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1066677.1066729},
doi = {10.1145/1066677.1066729},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/ReddyC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ReddySRB04,
author = {Chandan K. Reddy and
George C. Stockman and
Jannick P. Rolland and
Frank A. Biocca},
title = {Mobile Face Capture for Virtual Face Videos},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2004, Washington, DC, USA, June 27 - July 2, 2004},
pages = {77},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/CVPR.2004.396},
doi = {10.1109/CVPR.2004.396},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ReddySRB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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