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ORCIDBibTeX records: Chetan Gupta 0001
@article{DBLP:journals/corr/abs-2401-14498,
author = {Aniruddha Rajendra Rao and
Haiyan Wang and
Chetan Gupta},
title = {Predictive Analysis for Optimizing Port Operations},
journal = {CoRR},
volume = {abs/2401.14498},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.14498},
doi = {10.48550/ARXIV.2401.14498},
eprinttype = {arXiv},
eprint = {2401.14498},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-14498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-00975,
author = {Jana Backhus and
Aniruddha Rajendra Rao and
Chandrasekar Venkatraman and
Abhishek Padmanabhan and
A. Vinoth Kumar and
Chetan Gupta},
title = {Equipment Health Assessment: Time Series Analysis for Wind Turbine
Performance},
journal = {CoRR},
volume = {abs/2403.00975},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.00975},
doi = {10.48550/ARXIV.2403.00975},
eprinttype = {arXiv},
eprint = {2403.00975},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-00975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/HuWTKGF23,
author = {Jueming Hu and
Haiyan Wang and
Hsiu{-}Khuern Tang and
Takuya Kanazawa and
Chetan Gupta and
Ahmed K. Farahat},
title = {Knowledge-enhanced reinforcement learning for multi-machine integrated
production and maintenance scheduling},
journal = {Comput. Ind. Eng.},
volume = {185},
pages = {109631},
year = {2023},
url = {https://doi.org/10.1016/j.cie.2023.109631},
doi = {10.1016/J.CIE.2023.109631},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/candie/HuWTKGF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/case/SharWG23,
author = {Ibrahim El Shar and
Haiyan Wang and
Chetan Gupta},
title = {Multi-Objective Reinforcement Learning for Sustainable Supply Chain
Optimization},
booktitle = {19th {IEEE} International Conference on Automation Science and Engineering,
{CASE} 2023, Auckland, New Zealand, August 26-30, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CASE56687.2023.10260354},
doi = {10.1109/CASE56687.2023.10260354},
timestamp = {Thu, 05 Oct 2023 18:00:33 +0200},
biburl = {https://dblp.org/rec/conf/case/SharWG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LeeVAFGDG23,
author = {Xian Yeow Lee and
Lasitha Vidyaratne and
Mahbubul Alam and
Ahmed K. Farahat and
Dipanjan Ghosh and
Maria Teresa Gonzalez Diaz and
Chetan Gupta},
title = {XDNet: {A} Few-Shot Meta-Learning Approach for Cross-Domain Visual
Inspection},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023},
pages = {4375--4384},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPRW59228.2023.00460},
doi = {10.1109/CVPRW59228.2023.00460},
timestamp = {Wed, 23 Aug 2023 16:23:26 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LeeVAFGDG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icphm/LeeKVRFG23,
author = {Xian Yeow Lee and
Aman Kumar and
Lasitha Vidyaratne and
Aniruddha Rajendra Rao and
Ahmed K. Farahat and
Chetan Gupta},
title = {An ensemble of convolution-based methods for fault detection using
vibration signals},
booktitle = {{IEEE} International Conference on Prognostics and Health Management,
{ICPHM} 2023, Montreal, QC, Canada, June 5-7, 2023},
pages = {172--179},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICPHM57936.2023.10194112},
doi = {10.1109/ICPHM57936.2023.10194112},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icphm/LeeKVRFG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00357,
author = {Aniruddha Rajendra Rao and
Haiyan Wang and
Chetan Gupta},
title = {A Functional approach for Two Way Dimension Reduction in Time Series},
journal = {CoRR},
volume = {abs/2301.00357},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00357},
doi = {10.48550/ARXIV.2301.00357},
eprinttype = {arXiv},
eprint = {2301.00357},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-03826,
author = {Nishant Yadav and
Mahbubul Alam and
Ahmed K. Farahat and
Dipanjan Ghosh and
Chetan Gupta and
Auroop R. Ganguly},
title = {{CDA:} Contrastive-adversarial Domain Adaptation},
journal = {CoRR},
volume = {abs/2301.03826},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.03826},
doi = {10.48550/ARXIV.2301.03826},
eprinttype = {arXiv},
eprint = {2301.03826},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-03826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-08909,
author = {Takuya Kanazawa and
Chetan Gupta},
title = {Latent-Conditioned Policy Gradient for Multi-Objective Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2303.08909},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.08909},
doi = {10.48550/ARXIV.2303.08909},
eprinttype = {arXiv},
eprint = {2303.08909},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-08909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-05532,
author = {Xian Yeow Lee and
Aman Kumar and
Lasitha Vidyaratne and
Aniruddha Rajendra Rao and
Ahmed K. Farahat and
Chetan Gupta},
title = {An ensemble of convolution-based methods for fault detection using
vibration signals},
journal = {CoRR},
volume = {abs/2305.05532},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.05532},
doi = {10.48550/ARXIV.2305.05532},
eprinttype = {arXiv},
eprint = {2305.05532},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-05532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07569,
author = {Aniruddha Rajendra Rao and
Chandrasekar Venkatraman and
Robert Ellis and
Chetan Gupta},
title = {Optimal Load Shedding for Public Safety Power Shutoffs},
journal = {CoRR},
volume = {abs/2311.07569},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07569},
doi = {10.48550/ARXIV.2311.07569},
eprinttype = {arXiv},
eprint = {2311.07569},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieiceta/OguraWWKGU22,
author = {Takahiro Ogura and
Haiyan Wang and
Qiyao Wang and
Atsuki Kiuchi and
Chetan Gupta and
Naoshi Uchihira},
title = {Bayesian Optimization Methods for Inventory Control with Agent-Based
Supply-Chain Simulator},
journal = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.},
volume = {105-A},
number = {9},
pages = {1348--1357},
year = {2022},
url = {https://doi.org/10.1587/transfun.2021eap1110},
doi = {10.1587/TRANSFUN.2021EAP1110},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieiceta/OguraWWKGU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/RaoWG22,
author = {Aniruddha Rajendra Rao and
Haiyan Wang and
Chetan Gupta},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Functional approach for Two Way Dimension Reduction in Time Series},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1099--1106},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020482},
doi = {10.1109/BIGDATA55660.2022.10020482},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/RaoWG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/case/SharSWG22,
author = {Ibrahim El Shar and
Wenhuan Sun and
Haiyan Wang and
Chetan Gupta},
title = {Deep Reinforcement Learning toward Robust Multi-echelon Supply Chain
Inventory Optimization},
booktitle = {18th {IEEE} International Conference on Automation Science and Engineering,
{CASE} 2022, Mexico City, Mexico, August 20-24, 2022},
pages = {1385--1391},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CASE49997.2022.9926659},
doi = {10.1109/CASE49997.2022.9926659},
timestamp = {Fri, 11 Nov 2022 16:58:33 +0100},
biburl = {https://dblp.org/rec/conf/case/SharSWG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcci/Kanazawa022,
author = {Takuya Kanazawa and
Chetan Gupta},
editor = {Thomas B{\"{a}}ck and
Bas van Stein and
Christian Wagner and
Jonathan M. Garibaldi and
H. K. Lam and
Marie Cottrell and
Faiyaz Doctor and
Joaquim Filipe and
Kevin Warwick and
Janusz Kacprzyk},
title = {Sample-based Uncertainty Quantification with a Single Deterministic
Neural Network},
booktitle = {Proceedings of the 14th International Joint Conference on Computational
Intelligence, {IJCCI} 2022, Valletta, Malta, October 24-26, 2022},
pages = {292--304},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011546800003332},
doi = {10.5220/0011546800003332},
timestamp = {Tue, 06 Jun 2023 14:58:01 +0200},
biburl = {https://dblp.org/rec/conf/ijcci/Kanazawa022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KanazawaWG22,
author = {Takuya Kanazawa and
Haiyan Wang and
Chetan Gupta},
title = {Distributional Actor-Critic Ensemble for Uncertainty-Aware Continuous
Control},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892771},
doi = {10.1109/IJCNN55064.2022.9892771},
timestamp = {Mon, 10 Oct 2022 17:40:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/KanazawaWG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mwscas/DayalGGWMHWROGV22,
author = {Umeshwar Dayal and
Manish Gupta and
Dipanjan Ghosh and
Dinesh Wadhawan and
Archana Morrow and
Sadanori Horiguchi and
Haiyan Wang and
Aniruddha Rajendra Rao and
Anastasia Osling and
Chetan Gupta and
Ravigopal Vennelakanti and
Amit Kumar},
title = {Enabling Product Circularity Through Big Data Analytics and Digitalization},
booktitle = {65th {IEEE} International Midwest Symposium on Circuits and Systems,
{MWSCAS} 2022, Fukuoka, Japan, August 7-10, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/MWSCAS54063.2022.9859280},
doi = {10.1109/MWSCAS54063.2022.9859280},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mwscas/DayalGGWMHWROGV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-07092,
author = {Hamed Khorasgani and
Haiyan Wang and
Hsiu{-}Khuern Tang and
Chetan Gupta},
title = {K-nearest Multi-agent Deep Reinforcement Learning for Collaborative
Tasks with a Variable Number of Agents},
journal = {CoRR},
volume = {abs/2201.07092},
year = {2022},
url = {https://arxiv.org/abs/2201.07092},
eprinttype = {arXiv},
eprint = {2201.07092},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-07092.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-13730,
author = {Takuya Kanazawa and
Haiyan Wang and
Chetan Gupta},
title = {Distributional Actor-Critic Ensemble for Uncertainty-Aware Continuous
Control},
journal = {CoRR},
volume = {abs/2207.13730},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.13730},
doi = {10.48550/ARXIV.2207.13730},
eprinttype = {arXiv},
eprint = {2207.13730},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-13730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08418,
author = {Takuya Kanazawa and
Chetan Gupta},
title = {Sample-based Uncertainty Quantification with a Single Deterministic
Neural Network},
journal = {CoRR},
volume = {abs/2209.08418},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08418},
doi = {10.48550/ARXIV.2209.08418},
eprinttype = {arXiv},
eprint = {2209.08418},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangFGZ21,
author = {Qiyao Wang and
Ahmed K. Farahat and
Chetan Gupta and
Shuai Zheng},
title = {Deep time series models for scarce data},
journal = {Neurocomputing},
volume = {456},
pages = {504--518},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2020.12.132},
doi = {10.1016/J.NEUCOM.2020.12.132},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/WangFGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KhorasganiWT021,
author = {Hamed Khorasgani and
Haiyan Wang and
Hsiu{-}Khuern Tang and
Chetan Gupta},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {K-nearest Multi-agent Deep Reinforcement Learning for Collaborative
Tasks with a Variable Number of Agents},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {3883--3889},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671691},
doi = {10.1109/BIGDATA52589.2021.9671691},
timestamp = {Fri, 13 Jan 2023 17:06:49 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/KhorasganiWT021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icphm/DiazGAKASG21,
author = {Maria Teresa Gonzalez Diaz and
Dipanjan Ghosh and
Adriano S. Arantes and
Hamed Khorosgani and
Mahbubul Alam and
Gregory Sin and
Chetan Gupta},
title = {Guided Visual Inspection enabled by AI-based Detection Models},
booktitle = {International {IEEE} Conference on Prognostics and Health Management,
{ICPHM} 2021, Detroit, MI, USA, June 7-9, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICPHM51084.2021.9486573},
doi = {10.1109/ICPHM51084.2021.9486573},
timestamp = {Mon, 02 Aug 2021 08:40:31 +0200},
biburl = {https://dblp.org/rec/conf/icphm/DiazGAKASG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/indin/KhorasganiWGS21,
author = {Hamed Khorasgani and
Haiyan Wang and
Chetan Gupta and
Susumu Serita},
title = {Deep Reinforcement Learning with Adjustments},
booktitle = {19th {IEEE} International Conference on Industrial Informatics, {INDIN}
2021, Palma de Mallorca, Spain, July 21-23, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/INDIN45523.2021.9557543},
doi = {10.1109/INDIN45523.2021.9557543},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/indin/KhorasganiWGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CarrionOjedaAEFGDGGKLLMNPRSSUVVWY21,
author = {Dustin Carri{\'{o}}n{-}Ojeda and
Mahbubul Alam and
Sergio Escalera and
Ahmed K. Farahat and
Dipanjan Ghosh and
Maria Teresa Gonzalez Diaz and
Chetan Gupta and
Isabelle Guyon and
Jo{\"{e}}l Roman Ky and
Xian Yeow Lee and
Xin Liu and
Felix Mohr and
Manh Hung Nguyen and
Emmanuel Pintelas and
Stefan Roth and
Simone Schaub{-}Meyer and
Haozhe Sun and
Ihsan Ullah and
Joaquin Vanschoren and
Lasitha Vidyaratne and
Jiamin Wu and
Xiaotian Yin},
editor = {Marco Ciccone and
Gustavo Stolovitzky and
Jacob Albrecht},
title = {NeurIPS'22 Cross-Domain MetaDL Challenge: Results and lessons
learned},
booktitle = {NeurIPS 2022 Competition Track, November 28 - December 9, 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {220},
pages = {50--72},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v220/carrion-ojeda22a.html},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CarrionOjedaAEFGDGGKLLMNPRSSUVVWY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-09348,
author = {Qiyao Wang and
Ahmed K. Farahat and
Chetan Gupta and
Shuai Zheng},
title = {Deep Time Series Models for Scarce Data},
journal = {CoRR},
volume = {abs/2103.09348},
year = {2021},
url = {https://arxiv.org/abs/2103.09348},
eprinttype = {arXiv},
eprint = {2103.09348},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-09348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-13463,
author = {Hamed Khorasgani and
Haiyan Wang and
Chetan Gupta and
Susumu Serita},
title = {Deep Reinforcement Learning with Adjustments},
journal = {CoRR},
volume = {abs/2109.13463},
year = {2021},
url = {https://arxiv.org/abs/2109.13463},
eprinttype = {arXiv},
eprint = {2109.13463},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-13463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-15050,
author = {Hamed Khorasgani and
Haiyan Wang and
Chetan Gupta and
Ahmed K. Farahat},
title = {An Offline Deep Reinforcement Learning for Maintenance Decision-Making},
journal = {CoRR},
volume = {abs/2109.15050},
year = {2021},
url = {https://arxiv.org/abs/2109.15050},
eprinttype = {arXiv},
eprint = {2109.15050},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-15050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-15385,
author = {Hamed Khorasgani and
Ahmed K. Farahat and
Chetan Gupta},
title = {Data-driven Residual Generation for Early Fault Detection with Limited
Data},
journal = {CoRR},
volume = {abs/2110.15385},
year = {2021},
url = {https://arxiv.org/abs/2110.15385},
eprinttype = {arXiv},
eprint = {2110.15385},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-15385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/WangW0RK20,
author = {Qiyao Wang and
Haiyan Wang and
Chetan Gupta and
Aniruddha Rajendra Rao and
Hamed Khorasgani},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {A Non-linear Function-on-Function Model for Regression with Time Series
Data},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {232--239},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378087},
doi = {10.1109/BIGDATA50022.2020.9378087},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/WangW0RK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhangOZKS0W20,
author = {Chi Zhang and
Philip Odonkor and
Shuai Zheng and
Hamed Khorasgani and
Susumu Serita and
Chetan Gupta and
Haiyan Wang},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {Dynamic Dispatching for Large-Scale Heterogeneous Fleet via Multi-agent
Deep Reinforcement Learning},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {1436--1441},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378191},
doi = {10.1109/BIGDATA50022.2020.9378191},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ZhangOZKS0W20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/case/KiuchiWWON0MSZ20,
author = {Atsuki Kiuchi and
Haiyan Wang and
Qiyao Wang and
Takahiro Ogura and
Tazu Nomoto and
Chetan Gupta and
Takaharu Matsui and
Susumu Serita and
Chi Zhang},
title = {Bayesian Optimization Algorithm with Agent-based Supply Chain Simulator
for Multi-echelon Inventory Management},
booktitle = {16th {IEEE} International Conference on Automation Science and Engineering,
{CASE} 2020, Hong Kong, August 20-21, 2020},
pages = {418--425},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CASE48305.2020.9216792},
doi = {10.1109/CASE48305.2020.9216792},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/case/KiuchiWWON0MSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/case/NagaharaSSZWC020,
author = {Satoshi Nagahara and
Susumu Serita and
Yuma Shiho and
Shuai Zheng and
Haiyan Wang and
Takafumi Chida and
Chetan Gupta},
title = {Toward data-driven modeling of material flow simulation: automatic
parameter calibration of multiple agents from sparse production log},
booktitle = {16th {IEEE} International Conference on Automation Science and Engineering,
{CASE} 2020, Hong Kong, August 20-21, 2020},
pages = {1096--1101},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CASE48305.2020.9216832},
doi = {10.1109/CASE48305.2020.9216832},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/case/NagaharaSSZWC020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RaoWWK020,
author = {Aniruddha Rajendra Rao and
Qiyao Wang and
Haiyan Wang and
Hamed Khorasgani and
Chetan Gupta},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Spatio-Temporal Functional Neural Networks},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {81--89},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00020},
doi = {10.1109/DSAA49011.2020.00020},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/RaoWWK020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Zheng020,
author = {Shuai Zheng and
Chetan Gupta},
title = {Discriminant Generative Adversarial Networks with its Application
to Equipment Health Classification},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {3067--3071},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053475},
doi = {10.1109/ICASSP40776.2020.9053475},
timestamp = {Thu, 23 Jul 2020 16:19:28 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Zheng020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Zheng020a,
author = {Shuai Zheng and
Chetan Gupta},
title = {Trace Norm Generative Adversarial Networks for Sensor Generation and
Feature Extraction},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {3187--3191},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053863},
doi = {10.1109/ICASSP40776.2020.9053863},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Zheng020a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icphm/ShalabyAGG20,
author = {Walid Shalaby and
Adriano S. Arantes and
Teresa GonzalezDiaz and
Chetan Gupta},
title = {Building chatbots from large scale domain-specific knowledge bases:
challenges and opportunities},
booktitle = {{IEEE} International Conference on Prognostics and Health Management,
{ICPHM} 2020, Detroit, MI, USA, June 8-10, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPHM49022.2020.9187036},
doi = {10.1109/ICPHM49022.2020.9187036},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icphm/ShalabyAGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icphm/WangF0W20,
author = {Qiyao Wang and
Ahmed K. Farahat and
Chetan Gupta and
Haiyan Wang},
title = {Health Indicator Forecasting for Improving Remaining Useful Life Estimation},
booktitle = {{IEEE} International Conference on Prognostics and Health Management,
{ICPHM} 2020, Detroit, MI, USA, June 8-10, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPHM49022.2020.9187047},
doi = {10.1109/ICPHM49022.2020.9187047},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icphm/WangF0W20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001F20,
author = {Chetan Gupta and
Ahmed K. Farahat},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Deep Learning for Industrial {AI:} Challenges, New Methods and Best
Practices},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3571--3572},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3406482},
doi = {10.1145/3394486.3406482},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/0001F20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangGDFA0CM20,
author = {Lijing Wang and
Dipanjan Ghosh and
Maria Teresa Gonzalez Diaz and
Ahmed K. Farahat and
Mahbubul Alam and
Chetan Gupta and
Jiangzhuo Chen and
Madhav V. Marathe},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Wisdom of the Ensemble: Improving Consistency of Deep Learning Models},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/e464656edca5e58850f8cec98cbb979b-Abstract.html},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangGDFA0CM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-00100,
author = {Walid Shalaby and
Adriano S. Arantes and
Teresa GonzalezDiaz and
Chetan Gupta},
title = {Building chatbots from large scale domain-specific knowledge bases:
challenges and opportunities},
journal = {CoRR},
volume = {abs/2001.00100},
year = {2020},
url = {http://arxiv.org/abs/2001.00100},
eprinttype = {arXiv},
eprint = {2001.00100},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-00100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03729,
author = {Qiyao Wang and
Ahmed K. Farahat and
Chetan Gupta and
Haiyan Wang},
title = {Health Indicator Forecasting for Improving Remaining Useful Life Estimation},
journal = {CoRR},
volume = {abs/2006.03729},
year = {2020},
url = {https://arxiv.org/abs/2006.03729},
eprinttype = {arXiv},
eprint = {2006.03729},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-10713,
author = {Chi Zhang and
Philip Odonkor and
Shuai Zheng and
Hamed Khorasgani and
Susumu Serita and
Chetan Gupta},
title = {Dynamic Dispatching for Large-Scale Heterogeneous Fleet via Multi-agent
Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2008.10713},
year = {2020},
url = {https://arxiv.org/abs/2008.10713},
eprinttype = {arXiv},
eprint = {2008.10713},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-10713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-05665,
author = {Aniruddha Rajendra Rao and
Qiyao Wang and
Haiyan Wang and
Hamed Khorasgani and
Chetan Gupta},
title = {Spatio-Temporal Functional Neural Networks},
journal = {CoRR},
volume = {abs/2009.05665},
year = {2020},
url = {https://arxiv.org/abs/2009.05665},
eprinttype = {arXiv},
eprint = {2009.05665},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-05665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05570,
author = {Hamed Khorasgani and
Haiyan Wang and
Chetan Gupta},
title = {Challenges of Applying Deep Reinforcement Learning in Dynamic Dispatching},
journal = {CoRR},
volume = {abs/2011.05570},
year = {2020},
url = {https://arxiv.org/abs/2011.05570},
eprinttype = {arXiv},
eprint = {2011.05570},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-05570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-06796,
author = {Lijing Wang and
Dipanjan Ghosh and
Maria Teresa Gonzalez Diaz and
Ahmed K. Farahat and
Mahbubul Alam and
Chetan Gupta and
Jiangzhuo Chen and
Madhav V. Marathe},
title = {Wisdom of the Ensemble: Improving Consistency of Deep Learning Models},
journal = {CoRR},
volume = {abs/2011.06796},
year = {2020},
url = {https://arxiv.org/abs/2011.06796},
eprinttype = {arXiv},
eprint = {2011.06796},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-06796.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12378,
author = {Qiyao Wang and
Haiyan Wang and
Chetan Gupta and
Aniruddha Rajendra Rao and
Hamed Khorasgani},
title = {A Non-linear Function-on-Function Model for Regression with Time Series
Data},
journal = {CoRR},
volume = {abs/2011.12378},
year = {2020},
url = {https://arxiv.org/abs/2011.12378},
eprinttype = {arXiv},
eprint = {2011.12378},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-12378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/WangW0S19,
author = {Qiyao Wang and
Haiyan Wang and
Chetan Gupta and
Susumu Serita},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {Regularized Operating Envelope with Interpretability and Implementability
Constraints},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {1506--1516},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9005484},
doi = {10.1109/BIGDATA47090.2019.9005484},
timestamp = {Tue, 18 Oct 2022 14:44:48 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/WangW0S19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ZhangGJFS19,
author = {Chi Zhang and
Chetan Gupta and
Seiji Joichi and
Ahmed K. Farahat and
Huijuan Shao},
editor = {M. Arif Wani and
Taghi M. Khoshgoftaar and
Dingding Wang and
Huanjing Wang and
Naeem Seliya},
title = {Risk-Based Dynamic Pricing via Failure Prediction},
booktitle = {18th {IEEE} International Conference On Machine Learning And Applications,
{ICMLA} 2019, Boca Raton, FL, USA, December 16-19, 2019},
pages = {140--147},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICMLA.2019.00030},
doi = {10.1109/ICMLA.2019.00030},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/ZhangGJFS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WangFRGZ19,
author = {Qiyao Wang and
Ahmed K. Farahat and
Kosta Ristovski and
Chetan Gupta and
Shuai Zheng},
editor = {M. Arif Wani and
Taghi M. Khoshgoftaar and
Dingding Wang and
Huanjing Wang and
Naeem Seliya},
title = {Evaluation of Event Impact on Key Performance Indicators},
booktitle = {18th {IEEE} International Conference On Machine Learning And Applications,
{ICMLA} 2019, Boca Raton, FL, USA, December 16-19, 2019},
pages = {726--733},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICMLA.2019.00130},
doi = {10.1109/ICMLA.2019.00130},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/WangFRGZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icphm/KhorasganiHF019,
author = {Hamed Khorasgani and
Arman Hasanzadeh and
Ahmed K. Farahat and
Chetan Gupta},
title = {Fault Detection and Isolation in Industrial Networks using Graph Convolutional
Neural Networks},
booktitle = {2019 {IEEE} International Conference on Prognostics and Health Management,
{ICPHM} 2019, San Francisco, CA, USA, June 17-20, 2019},
pages = {1--7},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICPHM.2019.8819403},
doi = {10.1109/ICPHM.2019.8819403},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/icphm/KhorasganiHF019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icphm/WangZFS019,
author = {Qiyao Wang and
Shuai Zheng and
Ahmed K. Farahat and
Susumu Serita and
Chetan Gupta},
title = {Remaining Useful Life Estimation Using Functional Data Analysis},
booktitle = {2019 {IEEE} International Conference on Prognostics and Health Management,
{ICPHM} 2019, San Francisco, CA, USA, June 17-20, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICPHM.2019.8819420},
doi = {10.1109/ICPHM.2019.8819420},
timestamp = {Wed, 04 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icphm/WangZFS019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangZFSS019,
author = {Qiyao Wang and
Shuai Zheng and
Ahmed K. Farahat and
Susumu Serita and
Takashi Saeki and
Chetan Gupta},
title = {Multilayer Perceptron for Sparse Functional Data},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--10},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8851700},
doi = {10.1109/IJCNN.2019.8851700},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/WangZFSS019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhengF019,
author = {Shuai Zheng and
Ahmed K. Farahat and
Chetan Gupta},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Generative Adversarial Networks for Failure Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11908},
pages = {621--637},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46133-1\_37},
doi = {10.1007/978-3-030-46133-1\_37},
timestamp = {Mon, 04 May 2020 14:12:15 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhengF019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Zheng0S19,
author = {Shuai Zheng and
Chetan Gupta and
Susumu Serita},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Manufacturing Dispatching Using Reinforcement and Transfer Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11908},
pages = {655--671},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46133-1\_39},
doi = {10.1007/978-3-030-46133-1\_39},
timestamp = {Mon, 04 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Zheng0S19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-06442,
author = {Qiyao Wang and
Shuai Zheng and
Ahmed K. Farahat and
Susumu Serita and
Chetan Gupta},
title = {Remaining Useful Life Estimation Using Functional Data Analysis},
journal = {CoRR},
volume = {abs/1904.06442},
year = {2019},
url = {http://arxiv.org/abs/1904.06442},
eprinttype = {arXiv},
eprint = {1904.06442},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-06442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02034,
author = {Shuai Zheng and
Ahmed K. Farahat and
Chetan Gupta},
title = {Generative Adversarial Networks for Failure Prediction},
journal = {CoRR},
volume = {abs/1910.02034},
year = {2019},
url = {http://arxiv.org/abs/1910.02034},
eprinttype = {arXiv},
eprint = {1910.02034},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-02034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02035,
author = {Shuai Zheng and
Chetan Gupta and
Susumu Serita},
title = {Manufacturing Dispatching using Reinforcement and Transfer Learning},
journal = {CoRR},
volume = {abs/1910.02035},
year = {2019},
url = {http://arxiv.org/abs/1910.02035},
eprinttype = {arXiv},
eprint = {1910.02035},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-02035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-10158,
author = {Qiyao Wang and
Haiyan Wang and
Chetan Gupta and
Susumu Serita},
title = {Regularized Operating Envelope with Interpretability and Implementability
Constraints},
journal = {CoRR},
volume = {abs/1912.10158},
year = {2019},
url = {http://arxiv.org/abs/1912.10158},
eprinttype = {arXiv},
eprint = {1912.10158},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-10158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/AggarwalAFZRG18,
author = {Karan Aggarwal and
Onur Atan and
Ahmed K. Farahat and
Chi Zhang and
Kosta Ristovski and
Chetan Gupta},
editor = {Naoki Abe and
Huan Liu and
Calton Pu and
Xiaohua Hu and
Nesreen K. Ahmed and
Mu Qiao and
Yang Song and
Donald Kossmann and
Bing Liu and
Kisung Lee and
Jiliang Tang and
Jingrui He and
Jeffrey S. Saltz},
title = {Two Birds with One Network: Unifying Failure Event Prediction and
Time-to-failure Modeling},
booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
Seattle, WA, USA, December 10-13, 2018},
pages = {1308--1317},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BigData.2018.8622431},
doi = {10.1109/BIGDATA.2018.8622431},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/AggarwalAFZRG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/indin/WangFRTSG18,
author = {Qiyao Wang and
Ahmed K. Farahat and
Kosta Ristovski and
Hsiu{-}Khuern Tang and
Susumu Serita and
Chetan Gupta},
title = {What Maintenance is Worth the Money? {A} Data-Driven Answer},
booktitle = {16th {IEEE} International Conference on Industrial Informatics, {INDIN}
2018, Porto, Portugal, July 18-20, 2018},
pages = {284--291},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/INDIN.2018.8472003},
doi = {10.1109/INDIN.2018.8472003},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/indin/WangFRTSG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangGFRG18,
author = {Chi Zhang and
Chetan Gupta and
Ahmed K. Farahat and
Kosta Ristovski and
Dipanjan Ghosh},
editor = {Ulf Brefeld and
Edward Curry and
Elizabeth Daly and
Brian MacNamee and
Alice Marascu and
Fabio Pinelli and
Michele Berlingerio and
Neil Hurley},
title = {Equipment Health Indicator Learning Using Deep Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11053},
pages = {488--504},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10997-4\_30},
doi = {10.1007/978-3-030-10997-4\_30},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangGFRG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07142,
author = {Karan Aggarwal and
Onur Atan and
Ahmed K. Farahat and
Chi Zhang and
Kosta Ristovski and
Chetan Gupta},
title = {Two Birds with One Network: Unifying Failure Event Prediction and
Time-to-failure Modeling},
journal = {CoRR},
volume = {abs/1812.07142},
year = {2018},
url = {http://arxiv.org/abs/1812.07142},
eprinttype = {arXiv},
eprint = {1812.07142},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icphm/ZhengRFG17,
author = {Shuai Zheng and
Kosta Ristovski and
Ahmed K. Farahat and
Chetan Gupta},
title = {Long Short-Term Memory Network for Remaining Useful Life estimation},
booktitle = {2017 {IEEE} International Conference on Prognostics and Health Management,
{ICPHM} 2017, Dallas, TX, USA, June 19-21, 2017},
pages = {88--95},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICPHM.2017.7998311},
doi = {10.1109/ICPHM.2017.7998311},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/icphm/ZhengRFG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RistovskiGHT17,
author = {Kosta Ristovski and
Chetan Gupta and
Kunihiko Harada and
Hsiu{-}Khuern Tang},
title = {Dispatch with Confidence: Integration of Machine Learning, Optimization
and Simulation for Open Pit Mines},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1981--1989},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098178},
doi = {10.1145/3097983.3098178},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/RistovskiGHT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/PanDGS15,
author = {Bei Pan and
Ugur Demiryurek and
Chetan Gupta and
Cyrus Shahabi},
title = {Forecasting spatiotemporal impact of traffic incidents for next-generation
navigation systems},
journal = {Knowl. Inf. Syst.},
volume = {45},
number = {1},
pages = {75--104},
year = {2015},
url = {https://doi.org/10.1007/s10115-014-0783-6},
doi = {10.1007/S10115-014-0783-6},
timestamp = {Mon, 25 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/PanDGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wbdb/DayalGVVW14,
author = {Umeshwar Dayal and
Chetan Gupta and
Ravigopal Vennelakanti and
Marcos R. Vieira and
Song Wang},
editor = {Tilmann Rabl and
Kai Sachs and
Meikel Poess and
Chaitanya K. Baru and
Hans{-}Arno Jacobsen},
title = {An Approach to Benchmarking Industrial Big Data Applications},
booktitle = {Big Data Benchmarking - 5th International Workshop, {WBDB} 2014, Potsdam,
Germany, August 5-6, 2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8991},
pages = {45--60},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-20233-4\_6},
doi = {10.1007/978-3-319-20233-4\_6},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/wbdb/DayalGVVW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/RayRLGWA13,
author = {Medhabi Ray and
Elke A. Rundensteiner and
Mo Liu and
Chetan Gupta and
Song Wang and
Ismail Ari},
editor = {Giovanna Guerrini and
Norman W. Paton},
title = {High-performance complex event processing using continuous sliding
views},
booktitle = {Joint 2013 {EDBT/ICDT} Conferences, {EDBT} '13 Proceedings, Genoa,
Italy, March 18-22, 2013},
pages = {525--536},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2452376.2452437},
doi = {10.1145/2452376.2452437},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/RayRLGWA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PanDSG13,
author = {Bei Pan and
Ugur Demiryurek and
Cyrus Shahabi and
Chetan Gupta},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Forecasting Spatiotemporal Impact of Traffic Incidents on Road Networks},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {587--596},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.44},
doi = {10.1109/ICDM.2013.44},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PanDSG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/CastellanosGWDD12,
author = {Mal{\'{u}} Castellanos and
Chetan Gupta and
Song Wang and
Umeshwar Dayal and
Miguel Durazo},
title = {A platform for situational awareness in operational {BI}},
journal = {Decis. Support Syst.},
volume = {52},
number = {4},
pages = {869--883},
year = {2012},
url = {https://doi.org/10.1016/j.dss.2011.11.011},
doi = {10.1016/J.DSS.2011.11.011},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/CastellanosGWDD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/LiuRZRDGWA12,
author = {Mo Liu and
Medhabi Ray and
Dazhi Zhang and
Elke A. Rundensteiner and
Daniel J. Dougherty and
Chetan Gupta and
Song Wang and
Ismail Ari},
editor = {Elke A. Rundensteiner and
Volker Markl and
Ioana Manolescu and
Sihem Amer{-}Yahia and
Felix Naumann and
Ismail Ari},
title = {Realtime healthcare services via nested complex event processing technology},
booktitle = {15th International Conference on Extending Database Technology, {EDBT}
'12, Berlin, Germany, March 27-30, 2012, Proceedings},
pages = {622--625},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2247596.2247681},
doi = {10.1145/2247596.2247681},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/LiuRZRDGWA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/er/DayalGCWG12,
author = {Umeshwar Dayal and
Chetan Gupta and
Mal{\'{u}} Castellanos and
Song Wang and
Manolo Garc{\'{\i}}a{-}Solaco},
editor = {Paolo Atzeni and
David W. Cheung and
Sudha Ram},
title = {Of Cubes, DAGs and Hierarchical Correlations: {A} Novel Conceptual
Model for Analyzing Social Media Data},
booktitle = {Conceptual Modeling - 31st International Conference {ER} 2012, Florence,
Italy, October 15-18, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7532},
pages = {30--49},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34002-4\_3},
doi = {10.1007/978-3-642-34002-4\_3},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/er/DayalGCWG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icac/Gupta12,
author = {Chetan Gupta},
editor = {Dejan S. Milojicic and
Dongyan Xu and
Vanish Talwar},
title = {Event correlation for operations management of largescale {IT} systems},
booktitle = {9th International Conference on Autonomic Computing, ICAC'12, San
Jose, CA, USA, September 16 - 20, 2012},
pages = {91--96},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2371536.2371552},
doi = {10.1145/2371536.2371552},
timestamp = {Mon, 25 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icac/Gupta12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MillerG12,
author = {Mahalia Miller and
Chetan Gupta},
editor = {Ouri E. Wolfson and
Yu Zheng},
title = {Mining traffic incidents to forecast impact},
booktitle = {Proceedings of the {ACM} {SIGKDD} International Workshop on Urban
Computing, UrbComp@KDD 2012, Beijing, China, August 12, 2012},
pages = {33--40},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2346496.2346502},
doi = {10.1145/2346496.2346502},
timestamp = {Mon, 01 May 2023 18:31:25 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MillerG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/SimitsisGWD12,
author = {Alkis Simitsis and
Chetan Gupta and
Kevin Wilkinson and
Umeshwar Dayal},
editor = {Anastasia Ailamaki and
Shawn Bowers},
title = {Optimizing Flows for Real Time Operations Management},
booktitle = {Scientific and Statistical Database Management - 24th International
Conference, {SSDBM} 2012, Chania, Crete, Greece, June 25-27, 2012.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7338},
pages = {607--612},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31235-9\_44},
doi = {10.1007/978-3-642-31235-9\_44},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/ssdbm/SimitsisGWD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gis/2012bigspatial,
editor = {Varun Chandola and
Ranga Raju Vatsavai and
Chetan Gupta},
title = {Proceedings of the 1st {ACM} {SIGSPATIAL} International Workshop on
Analytics for Big Geospatial Data, BigSpatial@SIGSPATIAL 2012, Redondo
Beach, CA, USA, November 6, 2012},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2447481},
doi = {10.1145/2447481},
isbn = {978-1-4503-1692-7},
timestamp = {Mon, 25 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/2012bigspatial.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/ViswanathanGLHDVHRSD11,
author = {Krishnamurthy Viswanathan and
Chetan Gupta and
Choudur Lakshminarayan and
Ming C. Hao and
Umeshwar Dayal and
Ravigopal Vennelakanti and
Paul Helm and
Sumitha Rangaiah and
Harikrishnam{-}Raju Sagiraju and
Sunil Doddmani},
editor = {Jayant R. Haritsa and
Umeshwar Dayal and
Prasad M. Deshpande and
Vaishali P. Sadaphal},
title = {An Application of Sensor and Streaming Analytics to Oil Production},
booktitle = {Proceedings of the 17th International Conference on Management of
Data, 2011, Bangalore, India},
pages = {114--121},
publisher = {Allied Publishers},
year = {2011},
url = {http://www.cse.iitb.ac.in/\%7Ecomad/2011/images/papers/industry/bw\_3\_hp-comad\_cameraready.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/ViswanathanGLHDVHRSD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dnis/GuptaDWM11,
author = {Chetan Gupta and
Umeshwar Dayal and
Song Wang and
Abhay Mehta},
editor = {Shinji Kikuchi and
Aastha Madaan and
Shelly Sachdeva and
Subhash Bhalla},
title = {Live {BI:} {A} Framework for Real Time Operations Management},
booktitle = {Databases in Networked Information Systems - 7th International Workshop,
{DNIS} 2011, Aizu-Wakamatsu, Japan, December 12-14, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7108},
pages = {270--285},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25731-5\_21},
doi = {10.1007/978-3-642-25731-5\_21},
timestamp = {Sat, 09 Apr 2022 12:45:31 +0200},
biburl = {https://dblp.org/rec/conf/dnis/GuptaDWM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiuRDGWAM11,
author = {Mo Liu and
Elke A. Rundensteiner and
Daniel J. Dougherty and
Chetan Gupta and
Song Wang and
Ismail Ari and
Abhay Mehta},
editor = {Serge Abiteboul and
Klemens B{\"{o}}hm and
Christoph Koch and
Kian{-}Lee Tan},
title = {High-performance nested {CEP} query processing over event streams},
booktitle = {Proceedings of the 27th International Conference on Data Engineering,
{ICDE} 2011, April 11-16, 2011, Hannover, Germany},
pages = {123--134},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDE.2011.5767839},
doi = {10.1109/ICDE.2011.5767839},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/LiuRDGWAM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/RayLRDGWMA11,
author = {Medhabi Ray and
Mo Liu and
Elke A. Rundensteiner and
Daniel J. Dougherty and
Chetan Gupta and
Song Wang and
Abhay Mehta and
Ismail Ari},
editor = {Serge Abiteboul and
Klemens B{\"{o}}hm and
Christoph Koch and
Kian{-}Lee Tan},
title = {Optimizing complex sequence pattern extraction using caching},
booktitle = {Workshops Proceedings of the 27th International Conference on Data
Engineering, {ICDE} 2011, April 11-16, 2011, Hannover, Germany},
pages = {243--248},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDEW.2011.5767641},
doi = {10.1109/ICDEW.2011.5767641},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/RayLRDGWMA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/LiuRGGWAM11,
author = {Mo Liu and
Elke A. Rundensteiner and
Kara Greenfield and
Chetan Gupta and
Song Wang and
Ismail Ari and
Abhay Mehta},
editor = {Timos K. Sellis and
Ren{\'{e}}e J. Miller and
Anastasios Kementsietsidis and
Yannis Velegrakis},
title = {E-Cube: multi-dimensional event sequence analysis using hierarchical
pattern query sharing},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2011, Athens, Greece, June 12-16, 2011},
pages = {889--900},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1989323.1989416},
doi = {10.1145/1989323.1989416},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/LiuRGGWAM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birte/LiuRDGWAM10,
author = {Mo Liu and
Elke A. Rundensteiner and
Daniel J. Dougherty and
Chetan Gupta and
Song Wang and
Ismail Ari and
Abhay Mehta},
editor = {Mal{\'{u}} Castellanos and
Umeshwar Dayal and
Volker Markl},
title = {{NEEL:} The Nested Complex Event Language for Real-Time Event Analytics},
booktitle = {Enabling Real-Time Business Intelligence - 4th International Workshop,
{BIRTE} 2010, Held at the 36th International Conference on Very Large
Databases, {VLDB} 2010, Singapore, September 13, 2010, Revised Selected
Papers},
series = {Lecture Notes in Business Information Processing},
volume = {84},
pages = {116--132},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-22970-1\_9},
doi = {10.1007/978-3-642-22970-1\_9},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/birte/LiuRDGWAM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmsn/LiuRRDGWAM10,
author = {Mo Liu and
Medhabi Ray and
Elke A. Rundensteiner and
Daniel J. Dougherty and
Chetan Gupta and
Song Wang and
Ismail Ari and
Abhay Mehta},
editor = {Demetris Zeinalipour{-}Yazti and
Wang{-}Chien Lee},
title = {Processing nested complex sequence pattern queries over event streams},
booktitle = {Proceedings of the 7th Workshop on Data Management for Sensor Networks,
in conjunction with VLDB, {DMSN} 2010, Singapore, September 13, 2010},
series = {{ACM} International Conference Proceeding Series},
pages = {14--19},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1858158.1858164},
doi = {10.1145/1858158.1858164},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dmsn/LiuRRDGWAM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dnis/CastellanosDWG10,
author = {Mal{\'{u}} Castellanos and
Umeshwar Dayal and
Song Wang and
Chetan Gupta},
editor = {Shinji Kikuchi and
Shelly Sachdeva and
Subhash Bhalla},
title = {Information Extraction, Real-Time Processing and {DW2.0} in Operational
Business Intelligence},
booktitle = {Databases in Networked Information Systems, 6th International Workshop,
{DNIS} 2010, Aizu-Wakamatsu, Japan, March 29-31, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5999},
pages = {33--45},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12038-1\_4},
doi = {10.1007/978-3-642-12038-1\_4},
timestamp = {Sat, 09 Apr 2022 12:45:31 +0200},
biburl = {https://dblp.org/rec/conf/dnis/CastellanosDWG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbtw/CastellanosGWD10,
author = {Mal{\'{u}} Castellanos and
Chetan Gupta and
Song Wang and
Umeshwar Dayal},
editor = {Florian Daniel and
Lois M. L. Delcambre and
Farshad Fotouhi and
Irene Garrig{\'{o}}s and
Giovanna Guerrini and
Jose{-}Norberto Maz{\'{o}}n and
Marco Mesiti and
Sascha M{\"{u}}ller and
Juan Trujillo and
Traian Marius Truta and
Bernhard Volz and
Emmanuel Waller and
Li Xiong and
Esteban Zim{\'{a}}nyi},
title = {Leveraging web streams for contractual situational awareness in operational
{BI}},
booktitle = {Proceedings of the 2010 {EDBT/ICDT} Workshops, Lausanne, Switzerland,
March 22-26, 2010},
series = {{ACM} International Conference Proceeding Series},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1754239.1754248},
doi = {10.1145/1754239.1754248},
timestamp = {Wed, 09 Jun 2021 08:38:35 +0200},
biburl = {https://dblp.org/rec/conf/edbtw/CastellanosGWD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/SimitsisGWD10,
author = {Alkis Simitsis and
Chetan Gupta and
Song Wang and
Umeshwar Dayal},
title = {Partitioning real-time {ETL} workflows},
booktitle = {Workshops Proceedings of the 26th International Conference on Data
Engineering, {ICDE} 2010, March 1-6, 2010, Long Beach, California,
{USA}},
pages = {159--162},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDEW.2010.5452754},
doi = {10.1109/ICDEW.2010.5452754},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/SimitsisGWD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/GuptaLWM10,
author = {Chetan Gupta and
Choudur Lakshminarayan and
Song Wang and
Abhay Mehta},
editor = {Feifei Li and
Mirella M. Moro and
Shahram Ghandeharizadeh and
Jayant R. Haritsa and
Gerhard Weikum and
Michael J. Carey and
Fabio Casati and
Edward Y. Chang and
Ioana Manolescu and
Sharad Mehrotra and
Umeshwar Dayal and
Vassilis J. Tsotras},
title = {Non-dyadic Haar wavelets for streaming and sensor data},
booktitle = {Proceedings of the 26th International Conference on Data Engineering,
{ICDE} 2010, March 1-6, 2010, Long Beach, California, {USA}},
pages = {569--580},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDE.2010.5447828},
doi = {10.1109/ICDE.2010.5447828},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/GuptaLWM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiuRGGWAM10,
author = {Mo Liu and
Elke A. Rundensteiner and
Kara Greenfield and
Chetan Gupta and
Song Wang and
Ismail Ari and
Abhay Mehta},
editor = {Feifei Li and
Mirella M. Moro and
Shahram Ghandeharizadeh and
Jayant R. Haritsa and
Gerhard Weikum and
Michael J. Carey and
Fabio Casati and
Edward Y. Chang and
Ioana Manolescu and
Sharad Mehrotra and
Umeshwar Dayal and
Vassilis J. Tsotras},
title = {E-Cube: Multi-dimensional event sequence processing using concept
and pattern hierarchies},
booktitle = {Proceedings of the 26th International Conference on Data Engineering,
{ICDE} 2010, March 1-6, 2010, Long Beach, California, {USA}},
pages = {1097--1100},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDE.2010.5447886},
doi = {10.1109/ICDE.2010.5447886},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/LiuRGGWAM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/CastellanosWDG10,
author = {Mal{\'{u}} Castellanos and
Song Wang and
Umeshwar Dayal and
Chetan Gupta},
editor = {Ahmed K. Elmagarmid and
Divyakant Agrawal},
title = {{SIE-OBI:} a streaming information extraction platform for operational
business intelligence},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2010, Indianapolis, Indiana, USA, June 6-10, 2010},
pages = {1105--1110},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1807167.1807292},
doi = {10.1145/1807167.1807292},
timestamp = {Thu, 11 Mar 2021 15:20:15 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/CastellanosWDG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birte/WangGM09,
author = {Song Wang and
Chetan Gupta and
Abhay Mehta},
editor = {Mal{\'{u}} Castellanos and
Umeshwar Dayal and
Ren{\'{e}}e J. Miller},
title = {VPipe: Virtual Pipelining for Scheduling of {DAG} Stream Query Plans},
booktitle = {Enabling Real-Time Business Intelligence - Third International Workshop,
{BIRTE} 2009, Held at the 35th International Conference on Very Large
Databases, {VLDB} 2009, Lyon, France, August 24, 2009, Revised Selected
Papers},
series = {Lecture Notes in Business Information Processing},
volume = {41},
pages = {32--49},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-14559-9\_3},
doi = {10.1007/978-3-642-14559-9\_3},
timestamp = {Mon, 25 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/birte/WangGM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/GuptaMWD09,
author = {Chetan Gupta and
Abhay Mehta and
Song Wang and
Umeshwar Dayal},
editor = {Martin L. Kersten and
Boris Novikov and
Jens Teubner and
Vladimir Polutin and
Stefan Manegold},
title = {Fair, effective, efficient and differentiated scheduling in an enterprise
data warehouse},
booktitle = {{EDBT} 2009, 12th International Conference on Extending Database Technology,
Saint Petersburg, Russia, March 24-26, 2009, Proceedings},
series = {{ACM} International Conference Proceeding Series},
volume = {360},
pages = {696--707},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1516360.1516441},
doi = {10.1145/1516360.1516441},
timestamp = {Wed, 04 May 2022 13:02:27 +0200},
biburl = {https://dblp.org/rec/conf/edbt/GuptaMWD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/MehtaGWD09,
author = {Abhay Mehta and
Chetan Gupta and
Song Wang and
Umeshwar Dayal},
editor = {Yannis E. Ioannidis and
Dik Lun Lee and
Raymond T. Ng},
title = {rFEED: {A} Mixed Workload Scheduler for Enterprise Data Warehouses},
booktitle = {Proceedings of the 25th International Conference on Data Engineering,
{ICDE} 2009, March 29 2009 - April 2 2009, Shanghai, China},
pages = {1455--1458},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDE.2009.66},
doi = {10.1109/ICDE.2009.66},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/MehtaGWD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/GuptaWDM09,
author = {Chetan Gupta and
Song Wang and
Umeshwar Dayal and
Abhay Mehta},
editor = {Marianne Winslett},
title = {Classification with Unknown Classes},
booktitle = {Scientific and Statistical Database Management, 21st International
Conference, {SSDBM} 2009, New Orleans, LA, USA, June 2-4, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5566},
pages = {479--496},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02279-1\_35},
doi = {10.1007/978-3-642-02279-1\_35},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/ssdbm/GuptaWDM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wecwis/GuptaWAHDMMS09,
author = {Chetan Gupta and
Song Wang and
Ismail Ari and
Ming C. Hao and
Umeshwar Dayal and
Abhay Mehta and
Manish Marwah and
Ratnesh K. Sharma},
editor = {Birgit Hofreiter and
Hannes Werthner},
title = {{CHAOS:} {A} Data Stream Analysis Architecture for Enterprise Applications},
booktitle = {2009 {IEEE} Conference on Commerce and Enterprise Computing, {CEC}
2009, Vienna, Austria, July 20-23, 2009},
pages = {33--40},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CEC.2009.74},
doi = {10.1109/CEC.2009.74},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wecwis/GuptaWAHDMMS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/MehtaGWD08,
author = {Abhay Mehta and
Chetan Gupta and
Song Wang and
Umeshwar Dayal},
title = {Automatic Workload Management for Enterprise Data Warehouses},
journal = {{IEEE} Data Eng. Bull.},
volume = {31},
number = {1},
pages = {11--19},
year = {2008},
url = {http://sites.computer.org/debull/A08mar/mehta.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/MehtaGWD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/MehtaGD08,
author = {Abhay Mehta and
Chetan Gupta and
Umeshwar Dayal},
editor = {Alfons Kemper and
Patrick Valduriez and
Noureddine Mouaddib and
Jens Teubner and
Mokrane Bouzeghoub and
Volker Markl and
Laurent Amsaleg and
Ioana Manolescu},
title = {{BI} batch manager: a system for managing batch workloads on enterprise
data-warehouses},
booktitle = {{EDBT} 2008, 11th International Conference on Extending Database Technology,
Nantes, France, March 25-29, 2008, Proceedings},
series = {{ACM} International Conference Proceeding Series},
volume = {261},
pages = {640--651},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1353343.1353420},
doi = {10.1145/1353343.1353420},
timestamp = {Mon, 25 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/MehtaGD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icac/GuptaMD08,
author = {Chetan Gupta and
Abhay Mehta and
Umeshwar Dayal},
editor = {John Strassner and
Simon A. Dobson and
Jos{\'{e}} A. B. Fortes and
Kumar K. Goswami},
title = {{PQR:} Predicting Query Execution Times for Autonomous Workload Management},
booktitle = {2008 International Conference on Autonomic Computing, {ICAC} 2008,
June 2-6, 2008, Chicago, Illinois, {USA}},
pages = {13--22},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICAC.2008.12},
doi = {10.1109/ICAC.2008.12},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icac/GuptaMD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/GuptaG07,
author = {Chetan Gupta and
Robert L. Grossman},
editor = {Petra Perner},
title = {Outlier Detection with Streaming Dyadic Decomposition},
booktitle = {Advances in Data Mining. Theoretical Aspects and Applications, 7th
Industrial Conference, {ICDM} 2007, Leipzig, Germany, July 14-18,
2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4597},
pages = {77--91},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73435-2\_7},
doi = {10.1007/978-3-540-73435-2\_7},
timestamp = {Tue, 22 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/incdm/GuptaG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuptaG04,
author = {Chetan Gupta and
Robert L. Grossman},
editor = {Michael W. Berry and
Umeshwar Dayal and
Chandrika Kamath and
David B. Skillicorn},
title = {GenIc: {A} Single-Pass Generalized Incremental Algorithm for Clustering},
booktitle = {Proceedings of the Fourth {SIAM} International Conference on Data
Mining, Lake Buena Vista, Florida, USA, April 22-24, 2004},
pages = {147--153},
publisher = {{SIAM}},
year = {2004},
url = {https://doi.org/10.1137/1.9781611972740.14},
doi = {10.1137/1.9781611972740.14},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GuptaG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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