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BibTeX records: Rahul Ghosh
@article{DBLP:journals/tkde/HeXCSBGRJ24, author = {Erhu He and Yiqun Xie and Weiye Chen and Sergii Skakun and Han Bao and Rahul Ghosh and Praveen Ravirathinam and Xiaowei Jia}, title = {Learning With Location-Based Fairness: {A} Statistically-Robust Framework and Acceleration}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {36}, number = {9}, pages = {4750--4765}, year = {2024}, url = {https://doi.org/10.1109/TKDE.2024.3371460}, doi = {10.1109/TKDE.2024.3371460}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/HeXCSBGRJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coling/NathJABGMBK24, author = {Abhijnan Nath and Huma Jamil and Shafiuddin Rehan Ahmed and George Arthur Baker and Rahul Ghosh and James H. Martin and Nathaniel Blanchard and Nikhil Krishnaswamy}, editor = {Nicoletta Calzolari and Min{-}Yen Kan and V{\'{e}}ronique Hoste and Alessandro Lenci and Sakriani Sakti and Nianwen Xue}, title = {Multimodal Cross-Document Event Coreference Resolution Using Linear Semantic Transfer and Mixed-Modality Ensembles}, booktitle = {Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024, 20-25 May, 2024, Torino, Italy}, pages = {11901--11916}, publisher = {{ELRA} and {ICCL}}, year = {2024}, url = {https://aclanthology.org/2024.lrec-main.1039}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/coling/NathJABGMBK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ncc/SenRDJG24, author = {Anuvab Sen and Subhabrata Roy and Ariv Debnath and Gourav Jha and Rahul Ghosh}, title = {DE-ViT: State-Of-The-Art Vision Transformer Model for Early Detection of Alzheimer's Disease}, booktitle = {National Conference on Communications, {NCC} 2024, Chennai, India, February 28 - March 2, 2024}, pages = {1--6}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/NCC60321.2024.10485683}, doi = {10.1109/NCC60321.2024.10485683}, timestamp = {Wed, 10 Apr 2024 20:58:43 +0200}, biburl = {https://dblp.org/rec/conf/ncc/SenRDJG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GhoshRMSD024, author = {Rahul Ghosh and Arvind Renganathan and Wallace McAliley and Michael S. Steinbach and Christopher J. Duffy and Vipin Kumar}, editor = {Shashi Shekhar and Vagelis Papalexakis and Jing Gao and Zhe Jiang and Matteo Riondato}, title = {Towards Entity-Aware Conditional Variational Inference for Heterogeneous Time-Series Prediction: An application to Hydrology}, booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining, {SDM} 2024, Houston, TX, USA, April 18-20, 2024}, pages = {334--342}, publisher = {{SIAM}}, year = {2024}, url = {https://doi.org/10.1137/1.9781611978032.38}, doi = {10.1137/1.9781611978032.38}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GhoshRMSD024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RavirathinamGKJ24, author = {Praveen Ravirathinam and Rahul Ghosh and Ankush Khandelwal and Xiaowei Jia and David J. Mulla and Vipin Kumar}, editor = {Shashi Shekhar and Vagelis Papalexakis and Jing Gao and Zhe Jiang and Matteo Riondato}, title = {Combining Satellite and Weather Data for Crop Type Mapping: An Inverse Modelling Approach}, booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining, {SDM} 2024, Houston, TX, USA, April 18-20, 2024}, pages = {445--453}, publisher = {{SIAM}}, year = {2024}, url = {https://doi.org/10.1137/1.9781611978032.52}, doi = {10.1137/1.9781611978032.52}, timestamp = {Wed, 03 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RavirathinamGKJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-15875, author = {Praveen Ravirathinam and Rahul Ghosh and Ankush Khandelwal and Xiaowei Jia and David J. Mulla and Vipin Kumar}, title = {Combining Satellite and Weather Data for Crop Type Mapping: An Inverse Modelling Approach}, journal = {CoRR}, volume = {abs/2401.15875}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.15875}, doi = {10.48550/ARXIV.2401.15875}, eprinttype = {arXiv}, eprint = {2401.15875}, timestamp = {Tue, 06 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-15875.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-08949, author = {Abhijnan Nath and Huma Jamil and Shafiuddin Rehan Ahmed and George Baker and Rahul Ghosh and James H. Martin and Nathaniel Blanchard and Nikhil Krishnaswamy}, title = {Multimodal Cross-Document Event Coreference Resolution Using Linear Semantic Transfer and Mixed-Modality Ensembles}, journal = {CoRR}, volume = {abs/2404.08949}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.08949}, doi = {10.48550/ARXIV.2404.08949}, eprinttype = {arXiv}, eprint = {2404.08949}, timestamp = {Wed, 15 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-08949.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-19660, author = {Praveen Ravirathinam and Ankush Khandelwal and Rahul Ghosh and Vipin Kumar}, title = {Towards a Knowledge guided Multimodal Foundation Model for Spatio-Temporal Remote Sensing Applications}, journal = {CoRR}, volume = {abs/2407.19660}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.19660}, doi = {10.48550/ARXIV.2407.19660}, eprinttype = {arXiv}, eprint = {2407.19660}, timestamp = {Wed, 21 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-19660.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-20152, author = {Rahul Ghosh and Zac McEachran and Arvind Renganathan and Kelly Lindsay and Somya Sharma Chatterjee and Michael S. Steinbach and John Nieber and Christopher J. Duffy and Vipin Kumar}, title = {Hierarchically Disentangled Recurrent Network for Factorizing System Dynamics of Multi-scale Systems}, journal = {CoRR}, volume = {abs/2407.20152}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.20152}, doi = {10.48550/ARXIV.2407.20152}, eprinttype = {arXiv}, eprint = {2407.20152}, timestamp = {Wed, 21 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-20152.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/entropy/BagchiGS23, author = {Bijan Bagchi and Rahul Ghosh and Sauvik Sen}, title = {Analogue Hawking Radiation as a Tunneling in a Two-Level PT-Symmetric System}, journal = {Entropy}, volume = {25}, number = {8}, pages = {1202}, year = {2023}, url = {https://doi.org/10.3390/e25081202}, doi = {10.3390/E25081202}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/entropy/BagchiGS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/XieCHJBZGR23, author = {Yiqun Xie and Weiye Chen and Erhu He and Xiaowei Jia and Han Bao and Xun Zhou and Rahul Ghosh and Praveen Ravirathinam}, title = {Harnessing heterogeneity in space with statistically guided meta-learning}, journal = {Knowl. Inf. Syst.}, volume = {65}, number = {6}, pages = {2699--2729}, year = {2023}, url = {https://doi.org/10.1007/s10115-023-01847-0}, doi = {10.1007/S10115-023-01847-0}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kais/XieCHJBZGR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/remotesensing/LinJMGGKC23, author = {Chenxi Lin and Zhenong Jin and David J. Mulla and Rahul Ghosh and Kaiyu Guan and Vipin Kumar and Yaping Cai}, title = {Correction: Lin et al. Toward Large-Scale Mapping of Tree Crops with High-Resolution Satellite Imagery and Deep Learning Algorithms: {A} Case Study of Olive Orchards in Morocco. Remote Sens. 2021, 13, 1740}, journal = {Remote. Sens.}, volume = {15}, number = {1}, pages = {141}, year = {2023}, url = {https://doi.org/10.3390/rs15010141}, doi = {10.3390/RS15010141}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/remotesensing/LinJMGGKC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/TayalRGJ023, author = {Kshitij Tayal and Arvind Renganathan and Rahul Ghosh and Xiaowei Jia and Vipin Kumar}, editor = {Guihai Chen and Latifur Khan and Xiaofeng Gao and Meikang Qiu and Witold Pedrycz and Xindong Wu}, title = {Koopman Invertible Autoencoder: Leveraging Forward and Backward Dynamics for Temporal Modeling}, booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai, China, December 1-4, 2023}, pages = {588--597}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICDM58522.2023.00068}, doi = {10.1109/ICDM58522.2023.00068}, timestamp = {Tue, 13 Feb 2024 11:46:18 +0100}, biburl = {https://dblp.org/rec/conf/icdm/TayalRGJ023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RavirathinamGWX23, author = {Praveen Ravirathinam and Rahul Ghosh and Ke Wang and Keyang Xuan and Ankush Khandelwal and Hilary Dugan and Paul C. Hanson and Vipin Kumar}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Spatiotemporal Classification with limited labels using Constrained Clustering for large datasets}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {487--495}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch55}, doi = {10.1137/1.9781611977653.CH55}, timestamp = {Tue, 17 Oct 2023 16:39:08 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RavirathinamGWX23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XuKLJLWGCSDN023, author = {Shaoming Xu and Ankush Khandelwal and Xiang Li and Xiaowei Jia and Licheng Liu and Jared Willard and Rahul Ghosh and Kelly Cutler and Michael S. Steinbach and Christopher J. Duffy and John Nieber and Vipin Kumar}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Mini-Batch Learning Strategies for modeling long term temporal dependencies: {A} study in environmental applications}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {649--657}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch73}, doi = {10.1137/1.9781611977653.CH73}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XuKLJLWGCSDN023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/SharmaGRLCND023, author = {Somya Sharma and Rahul Ghosh and Arvind Renganathan and Xiang Li and Snigdhansu Chatterjee and John Nieber and Christopher J. Duffy and Vipin Kumar}, editor = {Shashi Shekhar and Zhi{-}Hua Zhou and Yao{-}Yi Chiang and Gregor Stiglic}, title = {Probabilistic Inverse Modeling: An Application in Hydrology}, booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining, {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023}, pages = {847--855}, publisher = {{SIAM}}, year = {2023}, url = {https://doi.org/10.1137/1.9781611977653.ch95}, doi = {10.1137/1.9781611977653.CH95}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/SharmaGRLCND023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-00363, author = {Leikun Yin and Rahul Ghosh and Chenxi Lin and David Hale and Christoph Weigl and James Obarowski and Junxiong Zhou and Jessica Till and Xiaowei Jia and Troy Mao and Vipin Kumar and Zhenong Jin}, title = {Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin}, journal = {CoRR}, volume = {abs/2301.00363}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.00363}, doi = {10.48550/ARXIV.2301.00363}, eprinttype = {arXiv}, eprint = {2301.00363}, timestamp = {Tue, 27 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-00363.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-08406, author = {Rahul Ghosh and Haoyu Yang and Ankush Khandelwal and Erhu He and Arvind Renganathan and Somya Sharma and Xiaowei Jia and Vipin Kumar}, title = {Entity Aware Modelling: {A} Survey}, journal = {CoRR}, volume = {abs/2302.08406}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.08406}, doi = {10.48550/ARXIV.2302.08406}, eprinttype = {arXiv}, eprint = {2302.08406}, timestamp = {Mon, 20 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-08406.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-10291, author = {Kshitij Tayal and Arvind Renganathan and Rahul Ghosh and Xiaowei Jia and Vipin Kumar}, title = {Koopman Invertible Autoencoder: Leveraging Forward and Backward Dynamics for Temporal Modeling}, journal = {CoRR}, volume = {abs/2309.10291}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.10291}, doi = {10.48550/ARXIV.2309.10291}, eprinttype = {arXiv}, eprint = {2309.10291}, timestamp = {Mon, 25 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-10291.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-02193, author = {Somya Sharma Chatterjee and Rahul Ghosh and Arvind Renganathan and Xiang Li and Snigdhansu Chatterjee and John Nieber and Christopher J. Duffy and Vipin Kumar}, title = {Uncertainty Quantification in Inverse Models in Hydrology}, journal = {CoRR}, volume = {abs/2310.02193}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.02193}, doi = {10.48550/ARXIV.2310.02193}, eprinttype = {arXiv}, eprint = {2310.02193}, timestamp = {Thu, 19 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-02193.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-04727, author = {Arvind Renganathan and Rahul Ghosh and Ankush Khandelwal and Vipin Kumar}, title = {Task Aware Modulation using Representation Learning: An Approach for Few Shot Learning in Heterogeneous Systems}, journal = {CoRR}, volume = {abs/2310.04727}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.04727}, doi = {10.48550/ARXIV.2310.04727}, eprinttype = {arXiv}, eprint = {2310.04727}, timestamp = {Fri, 20 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-04727.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-10782, author = {Sayan Putatunda and Anwesha Bhowmik and Girish Thiruvenkadam and Rahul Ghosh}, title = {A {BERT} based Ensemble Approach for Sentiment Classification of Customer Reviews and its Application to Nudge Marketing in e-Commerce}, journal = {CoRR}, volume = {abs/2311.10782}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.10782}, doi = {10.48550/ARXIV.2311.10782}, eprinttype = {arXiv}, eprint = {2311.10782}, timestamp = {Wed, 22 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-10782.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/XieHJCS00GR22, author = {Yiqun Xie and Erhu He and Xiaowei Jia and Weiye Chen and Sergii Skakun and Han Bao and Zhe Jiang and Rahul Ghosh and Praveen Ravirathinam}, title = {Fairness by "Where": {A} Statistically-Robust and Model-Agnostic Bi-level Learning Framework}, 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 = {12208--12216}, publisher = {{AAAI} Press}, year = {2022}, url = {https://doi.org/10.1609/aaai.v36i11.21481}, doi = {10.1609/AAAI.V36I11.21481}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/XieHJCS00GR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gis/GhoshJYLJ022, author = {Rahul Ghosh and Xiaowei Jia and Leikun Yin and Chenxi Lin and Zhenong Jin and Vipin Kumar}, editor = {Matthias Renz and Mohamed Sarwat}, title = {Clustering augmented self-supervised learning: an application to land cover mapping}, booktitle = {Proceedings of the 30th International Conference on Advances in Geographic Information Systems, {SIGSPATIAL} 2022, Seattle, Washington, November 1-4, 2022}, pages = {3:1--3:10}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3557915.3560937}, doi = {10.1145/3557915.3560937}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/gis/GhoshJYLJ022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gis/HeCX0ZJ0GR22, author = {Erhu He and Weiye Chen and Yiqun Xie and Han Bao and Xun Zhou and Xiaowei Jia and Zhe Jiang and Rahul Ghosh and Praveen Ravirathinam}, editor = {Matthias Renz and Mohamed Sarwat}, title = {Sailing in the location-based fairness-bias sphere}, booktitle = {Proceedings of the 30th International Conference on Advances in Geographic Information Systems, {SIGSPATIAL} 2022, Seattle, Washington, November 1-4, 2022}, pages = {41:1--41:10}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3557915.3560976}, doi = {10.1145/3557915.3560976}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/gis/HeCX0ZJ0GR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/GhoshLT0J22, author = {Rahul Ghosh and Bangyan Li and Kshitij Tayal and Vipin Kumar and Xiaowei Jia}, editor = {Xingquan Zhu and Sanjay Ranka and My T. Thai and Takashi Washio and Xindong Wu}, title = {Meta-Transfer Learning: An application to Streamflow modeling in River-streams}, booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022}, pages = {161--170}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICDM54844.2022.00026}, doi = {10.1109/ICDM54844.2022.00026}, timestamp = {Thu, 02 Feb 2023 13:50:02 +0100}, biburl = {https://dblp.org/rec/conf/icdm/GhoshLT0J22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/XieHJ0ZGR22, author = {Yiqun Xie and Erhu He and Xiaowei Jia and Han Bao and Xun Zhou and Rahul Ghosh and Praveen Ravirathinam}, editor = {Luc De Raedt}, title = {Statistically-Guided Deep Network Transformation to Harness Heterogeneity in Space (Extended Abstract)}, booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July 2022}, pages = {5364--5368}, publisher = {ijcai.org}, year = {2022}, url = {https://doi.org/10.24963/ijcai.2022/752}, doi = {10.24963/IJCAI.2022/752}, timestamp = {Wed, 27 Jul 2022 16:43:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/XieHJ0ZGR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/GhoshRTLKJDN022, author = {Rahul Ghosh and Arvind Renganathan and Kshitij Tayal and Xiang Li and Ankush Khandelwal and Xiaowei Jia and Christopher J. Duffy and John Nieber and Vipin Kumar}, editor = {Aidong Zhang and Huzefa Rangwala}, title = {Robust Inverse Framework using Knowledge-guided Self-Supervised Learning: An application to Hydrology}, booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}, pages = {465--474}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3534678.3539448}, doi = {10.1145/3534678.3539448}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/GhoshRTLKJDN022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/TayalJGWR022, author = {Kshitij Tayal and Xiaowei Jia and Rahul Ghosh and Jared Willard and Jordan S. Read and Vipin Kumar}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Invertibility aware Integration of Static and Time-series data: An application to Lake Temperature Modeling}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {702--710}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.79}, doi = {10.1137/1.9781611977172.79}, timestamp = {Sat, 30 Sep 2023 09:55:58 +0200}, biburl = {https://dblp.org/rec/conf/sdm/TayalJGWR022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-06213, author = {Somya Sharma and Rahul Ghosh and Arvind Renganathan and Xiang Li and Snigdhansu Chatterjee and John Nieber and Christopher J. Duffy and Vipin Kumar}, title = {Probabilistic Inverse Modeling: An Application in Hydrology}, journal = {CoRR}, volume = {abs/2210.06213}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.06213}, doi = {10.48550/ARXIV.2210.06213}, eprinttype = {arXiv}, eprint = {2210.06213}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-06213.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-07522, author = {Praveen Ravirathinam and Rahul Ghosh and Ke Wang and Keyang Xuan and Ankush Khandelwal and Hilary Dugan and Paul C. Hanson and Vipin Kumar}, title = {Spatiotemporal Classification with limited labels using Constrained Clustering for large datasets}, journal = {CoRR}, volume = {abs/2210.07522}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.07522}, doi = {10.48550/ARXIV.2210.07522}, eprinttype = {arXiv}, eprint = {2210.07522}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-07522.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-08347, author = {Shaoming Xu and Ankush Khandelwal and Xiang Li and Xiaowei Jia and Licheng Liu and Jared Willard and Rahul Ghosh and Kelly Cutler and Michael S. Steinbach and Christopher J. Duffy and John Nieber and Vipin Kumar}, title = {Mini-Batch Learning Strategies for modeling long term temporal dependencies: {A} study in environmental applications}, journal = {CoRR}, volume = {abs/2210.08347}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.08347}, doi = {10.48550/ARXIV.2210.08347}, eprinttype = {arXiv}, eprint = {2210.08347}, timestamp = {Wed, 19 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-08347.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cmig/WongCHGVW21, author = {Kelvin K. Wong and Jonathon S. Cummock and Yunjie He and Rahul Ghosh and John Volpi and Stephen T. C. Wong}, title = {Retrospective study of deep learning to reduce noise in non-contrast head {CT} images}, journal = {Comput. Medical Imaging Graph.}, volume = {94}, pages = {101996}, year = {2021}, url = {https://doi.org/10.1016/j.compmedimag.2021.101996}, doi = {10.1016/J.COMPMEDIMAG.2021.101996}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cmig/WongCHGVW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/remotesensing/LinJMGGKC21, author = {Chenxi Lin and Zhenong Jin and David J. Mulla and Rahul Ghosh and Kaiyu Guan and Vipin Kumar and Yaping Cai}, title = {Toward Large-Scale Mapping of Tree Crops with High-Resolution Satellite Imagery and Deep Learning Algorithms: {A} Case Study of Olive Orchards in Morocco}, journal = {Remote. Sens.}, volume = {13}, number = {9}, pages = {1740}, year = {2021}, url = {https://doi.org/10.3390/rs13091740}, doi = {10.3390/RS13091740}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/remotesensing/LinJMGGKC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsc/SebastioGM21, author = {Stefano Sebastio and Rahul Ghosh and Tridib Mukherjee}, title = {An Availability Analysis Approach for Deployment Configurations of Containers}, journal = {{IEEE} Trans. Serv. Comput.}, volume = {14}, number = {1}, pages = {16--29}, year = {2021}, url = {https://doi.org/10.1109/TSC.2017.2788442}, doi = {10.1109/TSC.2017.2788442}, timestamp = {Wed, 07 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsc/SebastioGM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aiml2/HagenAGTJ21, author = {Morten Hagen and Piyush Arora and Rahul Ghosh and Dawn Thomas and Salil Rajeev Joshi}, title = {Class-Based Order-Independent Models of Natural Language for Bayesian Auto-Complete Inference}, booktitle = {AIMLSystems 2021: The First International Conference on AI-ML-Systems, Bangalore India, October 21 - 23, 2021}, pages = {20:1--20:7}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3486001.3486240}, doi = {10.1145/3486001.3486240}, timestamp = {Wed, 10 Nov 2021 16:16:02 +0100}, biburl = {https://dblp.org/rec/conf/aiml2/HagenAGTJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/GhoshRJLJ021, author = {Rahul Ghosh and Praveen Ravirathinam and Xiaowei Jia and Chenxi Lin and Zhenong Jin and Vipin Kumar}, 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 = {Attention-augmented Spatio-Temporal Segmentation for Land Cover Mapping}, booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021}, pages = {1399--1408}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/BigData52589.2021.9671974}, doi = {10.1109/BIGDATA52589.2021.9671974}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/GhoshRJLJ021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/GhoshRJKMK21, author = {Rahul Ghosh and Praveen Ravirathinam and Xiaowei Jia and Ankush Khandelwal and David J. Mulla and Vipin Kumar}, 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 = {CalCROP21: {A} Georeferenced multi-spectral dataset of Satellite Imagery and Crop Labels}, booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021}, pages = {1625--1632}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/BigData52589.2021.9671569}, doi = {10.1109/BIGDATA52589.2021.9671569}, timestamp = {Fri, 29 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/GhoshRJKMK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gis/XieJ0ZYGR21, author = {Yiqun Xie and Xiaowei Jia and Han Bao and Xun Zhou and Jia Yu and Rahul Ghosh and Praveen Ravirathinam}, editor = {Xiaofeng Meng and Fusheng Wang and Chang{-}Tien Lu and Yan Huang and Shashi Shekhar and Xing Xie}, title = {Spatial-Net: {A} Self-Adaptive and Model-Agnostic Deep Learning Framework for Spatially Heterogeneous Datasets}, booktitle = {{SIGSPATIAL} '21: 29th International Conference on Advances in Geographic Information Systems, Virtual Event / Beijing, China, November 2-5, 2021}, pages = {313--323}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3474717.3483970}, doi = {10.1145/3474717.3483970}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/gis/XieJ0ZYGR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/XieHJ0ZGR21, author = {Yiqun Xie and Erhu He and Xiaowei Jia and Han Bao and Xun Zhou and Rahul Ghosh and Praveen Ravirathinam}, editor = {James Bailey and Pauli Miettinen and Yun Sing Koh and Dacheng Tao and Xindong Wu}, title = {A Statistically-Guided Deep Network Transformation and Moderation Framework for Data with Spatial Heterogeneity}, booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland, New Zealand, December 7-10, 2021}, pages = {767--776}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICDM51629.2021.00088}, doi = {10.1109/ICDM51629.2021.00088}, timestamp = {Mon, 31 Jan 2022 08:58:55 +0100}, biburl = {https://dblp.org/rec/conf/icdm/XieHJ0ZGR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-02429, author = {Rahul Ghosh and Xiaowei Jia and Vipin Kumar}, title = {Land Cover Mapping in Limited Labels Scenario: {A} Survey}, journal = {CoRR}, volume = {abs/2103.02429}, year = {2021}, url = {https://arxiv.org/abs/2103.02429}, eprinttype = {arXiv}, eprint = {2103.02429}, timestamp = {Tue, 18 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-02429.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-02963, author = {Rahul Ghosh and Praveen Ravirathinam and Xiaowei Jia and Chenxi Lin and Zhenong Jin and Vipin Kumar}, title = {Attention-augmented Spatio-Temporal Segmentation for Land Cover Mapping}, journal = {CoRR}, volume = {abs/2105.02963}, year = {2021}, url = {https://arxiv.org/abs/2105.02963}, eprinttype = {arXiv}, eprint = {2105.02963}, timestamp = {Tue, 18 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-02963.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-12499, author = {Rahul Ghosh and Praveen Ravirathinam and Xiaowei Jia and Ankush Khandelwal and David J. Mulla and Vipin Kumar}, title = {CalCROP21: {A} Georeferenced multi-spectral dataset of Satellite Imagery and Crop Labels}, journal = {CoRR}, volume = {abs/2107.12499}, year = {2021}, url = {https://arxiv.org/abs/2107.12499}, eprinttype = {arXiv}, eprint = {2107.12499}, timestamp = {Tue, 18 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-12499.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-07323, author = {Rahul Ghosh and Xiaowei Jia and Chenxi Lin and Zhenong Jin and Vipin Kumar}, title = {Clustering augmented Self-Supervised Learning: Anapplication to Land Cover Mapping}, journal = {CoRR}, volume = {abs/2108.07323}, year = {2021}, url = {https://arxiv.org/abs/2108.07323}, eprinttype = {arXiv}, eprint = {2108.07323}, timestamp = {Tue, 18 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-07323.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-07330, author = {Guruprasad Nayak and Rahul Ghosh and Xiaowei Jia and Vipin Kumar}, title = {Weakly Supervised Classification Using Group-Level Labels}, journal = {CoRR}, volume = {abs/2108.07330}, year = {2021}, url = {https://arxiv.org/abs/2108.07330}, eprinttype = {arXiv}, eprint = {2108.07330}, timestamp = {Wed, 10 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-07330.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-06429, author = {Rahul Ghosh and Arvind Renganathan and Ankush Khandelwal and Xiaowei Jia and Xiang Li and John Nieber and Christopher J. Duffy and Vipin Kumar}, title = {Knowledge-guided Self-supervised Learning for estimating River-Basin Characteristics}, journal = {CoRR}, volume = {abs/2109.06429}, year = {2021}, url = {https://arxiv.org/abs/2109.06429}, eprinttype = {arXiv}, eprint = {2109.06429}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-06429.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coling/TayalGK20, author = {Kshitij Tayal and Rahul Ghosh and Vipin Kumar}, editor = {Ann Clifton and Courtney Napoles}, title = {Model-agnostic Methods for Text Classification with Inherent Noise}, booktitle = {Proceedings of the 28th International Conference on Computational Linguistics, {COLING} 2020 - Industry Track, Online, December 12, 2020}, pages = {202--213}, publisher = {International Committee on Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.coling-industry.19}, doi = {10.18653/V1/2020.COLING-INDUSTRY.19}, timestamp = {Tue, 18 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/coling/TayalGK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rcis/ChattopadhyayGB20, author = {Soumi Chattopadhyay and Rahul Ghosh and Ansuman Banerjee and Avantika Gupta and Arpit Jain}, editor = {Fabiano Dalpiaz and Jelena Zdravkovic and Pericles Loucopoulos}, title = {{FINESSE:} Fair Incentives for Enterprise Employees}, booktitle = {Research Challenges in Information Science - 14th International Conference, {RCIS} 2020, Limassol, Cyprus, September 23-25, 2020, Proceedings}, series = {Lecture Notes in Business Information Processing}, volume = {385}, pages = {191--211}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-50316-1\_12}, doi = {10.1007/978-3-030-50316-1\_12}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/rcis/ChattopadhyayGB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NayakGJMK20, author = {Guruprasad Nayak and Rahul Ghosh and Xiaowei Jia and Varun Mithal and Vipin Kumar}, editor = {Carlotta Demeniconi and Nitesh V. Chawla}, title = {Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data}, booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining, {SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020}, pages = {253--261}, publisher = {{SIAM}}, year = {2020}, url = {https://doi.org/10.1137/1.9781611976236.29}, doi = {10.1137/1.9781611976236.29}, timestamp = {Wed, 10 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/NayakGJMK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-00994, author = {Guruprasad Nayak and Rahul Ghosh and Xiaowei Jia and Varun Mithal and Vipin Kumar}, title = {Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data}, journal = {CoRR}, volume = {abs/2001.00994}, year = {2020}, url = {http://arxiv.org/abs/2001.00994}, eprinttype = {arXiv}, eprint = {2001.00994}, timestamp = {Wed, 10 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-00994.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/NayakGJMK19, author = {Guruprasad Nayak and Rahul Ghosh and Xiaowei Jia and Varun Mithal and Vipin Kumar}, 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 = {Spatio-temporal classification at multiple resolutions using multi-view regularization}, booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData), Los Angeles, CA, USA, December 9-12, 2019}, pages = {4117--4120}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/BigData47090.2019.9006597}, doi = {10.1109/BIGDATA47090.2019.9006597}, timestamp = {Tue, 18 Oct 2022 14:44:48 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/NayakGJMK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/comad/NatuG19, author = {Varun Natu and Rahul Ghosh}, editor = {Raghu Krishnapuram and Parag Singla}, title = {EasyDist: An End-to-End Distributed Deep Learning Tool for Cloud}, booktitle = {Proceedings of the {ACM} India Joint International Conference on Data Science and Management of Data, {COMAD/CODS} 2019, Kolkata, India, January 3-5, 2019}, pages = {265--268}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3297001.3297037}, doi = {10.1145/3297001.3297037}, timestamp = {Fri, 25 Dec 2020 01:15:11 +0100}, biburl = {https://dblp.org/rec/conf/comad/NatuG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/soca/SebastioGGM18, author = {Stefano Sebastio and Rahul Ghosh and Avantika Gupta and Tridib Mukherjee}, title = {ContAv: {A} Tool to Assess Availability of Container-Based Systems}, booktitle = {11th {IEEE} Conference on Service-Oriented Computing and Applications, {SOCA} 2018, Paris, France, November 20-22, 2018}, pages = {25--32}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/SOCA.2018.00011}, doi = {10.1109/SOCA.2018.00011}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/soca/SebastioGGM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigmetrics/LongoGNRT17, author = {Francesco Longo and Rahul Ghosh and Vijay K. Naik and Andrew J. Rindos and Kishor S. Trivedi}, title = {An Approach for Resiliency Quantification of Large Scale Systems}, journal = {{SIGMETRICS} Perform. Evaluation Rev.}, volume = {44}, number = {4}, pages = {37--48}, year = {2017}, url = {https://doi.org/10.1145/3092819.3092825}, doi = {10.1145/3092819.3092825}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigmetrics/LongoGNRT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eit/HaasMBGB17, author = {Roland E. Haas and Dietmar P. F. M{\"{o}}ller and Prateek Bansal and Rahul Ghosh and Srikrishna S. Bhat}, title = {Intrusion detection in connected cars}, booktitle = {{IEEE} International Conference on Electro Information Technology, {EIT} 2017, Lincoln, NE, USA, May 14-17, 2017}, pages = {516--519}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/EIT.2017.8053416}, doi = {10.1109/EIT.2017.8053416}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eit/HaasMBGB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ic2e/NathanGMN17, author = {Senthil Nathan and Rahul Ghosh and Tridib Mukherjee and Krishnaprasad Narayanan}, title = {CoMICon: {A} Co-Operative Management System for Docker Container Images}, booktitle = {2017 {IEEE} International Conference on Cloud Engineering, {IC2E} 2017, Vancouver, BC, Canada, April 4-7, 2017}, pages = {116--126}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/IC2E.2017.24}, doi = {10.1109/IC2E.2017.24}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ic2e/NathanGMN17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEcloud/HegdeGMS16, author = {Aditya Hegde and Rahul Ghosh and Tridib Mukherjee and Varun Sharma}, title = {SCoPe: {A} Decision System for Large Scale Container Provisioning Management}, booktitle = {9th {IEEE} International Conference on Cloud Computing, {CLOUD} 2016, San Francisco, CA, USA, June 27 - July 2, 2016}, pages = {220--227}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/CLOUD.2016.0038}, doi = {10.1109/CLOUD.2016.0038}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/IEEEcloud/HegdeGMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEscc/GhoshGCBD16, author = {Rahul Ghosh and Avantika Gupta and Soumi Chattopadhyay and Ansuman Banerjee and Koustuv Dasgupta}, editor = {Jia Zhang and John A. Miller and Xiaofei Xu}, title = {CoCOA: {A} Framework for Comparing Aggregate Client Operations in {BPO} Services}, booktitle = {{IEEE} International Conference on Services Computing, {SCC} 2016, San Francisco, CA, USA, June 27 - July 2, 2016}, pages = {539--546}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/SCC.2016.76}, doi = {10.1109/SCC.2016.76}, timestamp = {Thu, 11 Apr 2024 20:25:44 +0200}, biburl = {https://dblp.org/rec/conf/IEEEscc/GhoshGCBD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icsoc/GhoshGHMM16, author = {Rahul Ghosh and Aditya Ghose and Aditya Hegde and Tridib Mukherjee and Adrian Mos}, editor = {Quan Z. Sheng and Eleni Stroulia and Samir Tata and Sami Bhiri}, title = {QoS-Driven Management of Business Process Variants in Cloud Based Execution Environments}, booktitle = {Service-Oriented Computing - 14th International Conference, {ICSOC} 2016, Banff, AB, Canada, October 10-13, 2016, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9936}, pages = {55--69}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-46295-0\_4}, doi = {10.1007/978-3-319-46295-0\_4}, timestamp = {Wed, 09 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icsoc/GhoshGHMM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rait/Ghosh0R16, author = {Rahul Ghosh and Kumar Ravi and Vadlamani Ravi}, title = {A novel deep learning architecture for sentiment classification}, booktitle = {2016 3rd International Conference on Recent Advances in Information Technology (RAIT), Dhanbad, India, March 3-5, 2016}, pages = {511--516}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/RAIT.2016.7507953}, doi = {10.1109/RAIT.2016.7507953}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/rait/Ghosh0R16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/valuetools/GhoshLNRT16, author = {Rahul Ghosh and Francesco Longo and Vijay K. Naik and Andrew J. Rindos and Kishor S. Trivedi}, editor = {Antonio Puliafito and Kishor S. Trivedi and Bruno Tuffin and Marco Scarpa and Fumio Machida and Javier Alonso}, title = {Resiliency Quantification for Large Scale Systems: An IaaS Cloud Use Case}, booktitle = {10th {EAI} International Conference on Performance Evaluation Methodologies and Tools, {VALUETOOLS} 2016, Taormina, Italy, 25th-28th Oct 2016}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.4108/eai.25-10-2016.2266805}, doi = {10.4108/EAI.25-10-2016.2266805}, timestamp = {Fri, 15 Mar 2024 12:30:47 +0100}, biburl = {https://dblp.org/rec/conf/valuetools/GhoshLNRT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEcloud/BruneoLGSPT15, author = {Dario Bruneo and Francesco Longo and Rahul Ghosh and Marco Scarpa and Antonio Puliafito and Kishor S. Trivedi}, editor = {Calton Pu and Ajay Mohindra}, title = {Analytical Modeling of Reactive Autonomic Management Techniques in IaaS Clouds}, booktitle = {8th {IEEE} International Conference on Cloud Computing, {CLOUD} 2015, New York City, NY, USA, June 27 - July 2, 2015}, pages = {797--804}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/CLOUD.2015.110}, doi = {10.1109/CLOUD.2015.110}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/IEEEcloud/BruneoLGSPT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apn/BruneoLSPGT15, author = {Dario Bruneo and Francesco Longo and Marco Scarpa and Antonio Puliafito and Rahul Ghosh and Kishor S. Trivedi}, editor = {Raymond R. Devillers and Antti Valmari}, title = {An SRN-Based Resiliency Quantification Approach}, booktitle = {Application and Theory of Petri Nets and Concurrency - 36th International Conference, {PETRI} {NETS} 2015, Brussels, Belgium, June 21-26, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9115}, pages = {98--116}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-19488-2\_5}, doi = {10.1007/978-3-319-19488-2\_5}, timestamp = {Tue, 14 May 2019 10:00:45 +0200}, biburl = {https://dblp.org/rec/conf/apn/BruneoLSPGT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icws/KundeGMHS15, author = {Shruti Kunde and Rahul Ghosh and Tridib Mukherjee and Aditya Hegde and Varun Sharma}, editor = {John A. Miller and Hong Zhu}, title = {A Scalable Approach for Context Based Complex Service Discovery}, booktitle = {2015 {IEEE} International Conference on Web Services, {ICWS} 2015, New York, NY, USA, June 27 - July 2, 2015}, pages = {527--534}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ICWS.2015.76}, doi = {10.1109/ICWS.2015.76}, timestamp = {Thu, 11 Apr 2024 20:25:44 +0200}, biburl = {https://dblp.org/rec/conf/icws/KundeGMHS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miwai/SrikrishnaGRD15, author = {Vadlamani Srikrishna and Rahul Ghosh and Vadlamani Ravi and Kalyanmoy Deb}, editor = {Antonis Bikakis and Xianghan Zheng}, title = {Elitist Quantum-Inspired Differential Evolution Based Wrapper for Feature Subset Selection}, booktitle = {Multi-disciplinary Trends in Artificial Intelligence - 9th International Workshop, {MIWAI} 2015, Fuzhou, China, November 13-15, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9426}, pages = {113--124}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-26181-2\_11}, doi = {10.1007/978-3-319-26181-2\_11}, timestamp = {Tue, 14 May 2019 10:00:38 +0200}, biburl = {https://dblp.org/rec/conf/miwai/SrikrishnaGRD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcc/GhoshLFRT14, author = {Rahul Ghosh and Francesco Longo and Flavio Frattini and Stefano Russo and Kishor S. Trivedi}, title = {Scalable Analytics for IaaS Cloud Availability}, journal = {{IEEE} Trans. Cloud Comput.}, volume = {2}, number = {1}, pages = {57--70}, year = {2014}, url = {https://doi.org/10.1109/TCC.2014.2310737}, doi = {10.1109/TCC.2014.2310737}, timestamp = {Wed, 22 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tcc/GhoshLFRT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsc/GhoshLXNT14, author = {Rahul Ghosh and Francesco Longo and Ruofan Xia and Vijay K. Naik and Kishor S. Trivedi}, title = {Stochastic Model Driven Capacity Planning for an Infrastructure-as-a-Service Cloud}, journal = {{IEEE} Trans. Serv. Comput.}, volume = {7}, number = {4}, pages = {667--680}, year = {2014}, url = {https://doi.org/10.1109/TSC.2013.44}, doi = {10.1109/TSC.2013.44}, timestamp = {Thu, 02 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsc/GhoshLXNT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/crc/sakr14/GhoshLT14, author = {Rahul Ghosh and Francesco Longo and Kishor S. Trivedi}, editor = {Sherif Sakr and Mohamed Medhat Gaber}, title = {Performance Analysis for Large IaaS Clouds}, booktitle = {Large Scale and Big Data - Processing and Management}, pages = {557--578}, publisher = {Auerbach Publications}, year = {2014}, url = {https://doi.org/10.1201/b17112-19}, doi = {10.1201/B17112-19}, timestamp = {Tue, 11 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/crc/sakr14/GhoshLT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fgcs/GhoshLNT13, author = {Rahul Ghosh and Francesco Longo and Vijay K. Naik and Kishor S. Trivedi}, title = {Modeling and performance analysis of large scale IaaS Clouds}, journal = {Future Gener. Comput. Syst.}, volume = {29}, number = {5}, pages = {1216--1234}, year = {2013}, url = {https://doi.org/10.1016/j.future.2012.06.005}, doi = {10.1016/J.FUTURE.2012.06.005}, timestamp = {Wed, 19 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/fgcs/GhoshLNT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ress/GhoshKT13, author = {Rahul Ghosh and Dong Seong Kim and Kishor S. Trivedi}, title = {System resiliency quantification using non-state-space and state-space analytic models}, journal = {Reliab. Eng. Syst. Saf.}, volume = {116}, pages = {109--125}, year = {2013}, url = {https://doi.org/10.1016/j.ress.2012.12.023}, doi = {10.1016/J.RESS.2012.12.023}, timestamp = {Wed, 17 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ress/GhoshKT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsn/FrattiniGCRT13, author = {Flavio Frattini and Rahul Ghosh and Marcello Cinque and Andy J. Rindos and Kishor S. Trivedi}, title = {Analysis of bugs in Apache Virtual Computing Lab}, booktitle = {2013 43rd Annual {IEEE/IFIP} International Conference on Dependable Systems and Networks (DSN), Budapest, Hungary, June 24-27, 2013}, pages = {1--6}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/DSN.2013.6575324}, doi = {10.1109/DSN.2013.6575324}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dsn/FrattiniGCRT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEcloud/GhoshN12, author = {Rahul Ghosh and Vijay K. Naik}, editor = {Rong Chang}, title = {Biting Off Safely More Than You Can Chew: Predictive Analytics for Resource Over-Commit in IaaS Cloud}, booktitle = {2012 {IEEE} Fifth International Conference on Cloud Computing, Honolulu, HI, USA, June 24-29, 2012}, pages = {25--32}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/CLOUD.2012.131}, doi = {10.1109/CLOUD.2012.131}, timestamp = {Wed, 09 Aug 2023 12:14:21 +0200}, biburl = {https://dblp.org/rec/conf/IEEEcloud/GhoshN12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsn/GhoshNT11, author = {Rahul Ghosh and Vijay K. Naik and Kishor S. Trivedi}, title = {Power-performance trade-offs in IaaS cloud: {A} scalable analytic approach}, booktitle = {{IEEE/IFIP} International Conference on Dependable Systems and Networks Workshops {(DSN-W} 2011), Hong Kong, China, June 27-30, 2011}, pages = {152--157}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/DSNW.2011.5958802}, doi = {10.1109/DSNW.2011.5958802}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dsn/GhoshNT11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsn/LongoGNT11, author = {Francesco Longo and Rahul Ghosh and Vijay K. Naik and Kishor S. Trivedi}, title = {A scalable availability model for Infrastructure-as-a-Service cloud}, booktitle = {Proceedings of the 2011 {IEEE/IFIP} International Conference on Dependable Systems and Networks, {DSN} 2011, Hong Kong, China, June 27-30 2011}, pages = {335--346}, publisher = {{IEEE} Compute Society}, year = {2011}, url = {https://doi.org/10.1109/DSN.2011.5958247}, doi = {10.1109/DSN.2011.5958247}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dsn/LongoGNT11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/prdc/GhoshTNK10, author = {Rahul Ghosh and Kishor S. Trivedi and Vijay K. Naik and Dong Seong Kim}, editor = {Yutaka Ishikawa and Dong Tang and Hiroshi Nakamura}, title = {End-to-End Performability Analysis for Infrastructure-as-a-Service Cloud: An Interacting Stochastic Models Approach}, booktitle = {16th {IEEE} Pacific Rim International Symposium on Dependable Computing, {PRDC} 2010, Tokyo, Japan, December 13-15, 2010}, pages = {125--132}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/PRDC.2010.30}, doi = {10.1109/PRDC.2010.30}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/prdc/GhoshTNK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/prdc/KimGT10, author = {Dong Seong Kim and Rahul Ghosh and Kishor S. Trivedi}, editor = {Yutaka Ishikawa and Dong Tang and Hiroshi Nakamura}, title = {A Hierarchical Model for Reliability Analysis of Sensor Networks}, booktitle = {16th {IEEE} Pacific Rim International Symposium on Dependable Computing, {PRDC} 2010, Tokyo, Japan, December 13-15, 2010}, pages = {247--248}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/PRDC.2010.25}, doi = {10.1109/PRDC.2010.25}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/prdc/KimGT10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/srds/GhoshLNT10, author = {Rahul Ghosh and Francesco Longo and Vijay K. Naik and Kishor S. Trivedi}, title = {Quantifying Resiliency of IaaS Cloud}, booktitle = {29th {IEEE} Symposium on Reliable Distributed Systems {(SRDS} 2010), New Delhi, Punjab, India, October 31 - November 3, 2010}, pages = {343--347}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/SRDS.2010.49}, doi = {10.1109/SRDS.2010.49}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/srds/GhoshLNT10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jnw/VenkateswaranSGDHN09, author = {Palaniandavar Venkateswaran and Pritam Som and Rahul Ghosh and Aritra Das and Subananda Hansda and Rabindranath Nandi}, title = {SmartGate: {A} {MAC} Protocol for Gateway Discovery in Clustered Ad-Hoc Networks}, journal = {J. Networks}, volume = {4}, number = {3}, pages = {208--215}, year = {2009}, url = {https://doi.org/10.4304/jnw.4.3.208-215}, doi = {10.4304/JNW.4.3.208-215}, timestamp = {Thu, 05 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jnw/VenkateswaranSGDHN09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigmobile/SenGXC09, author = {Souvik Sen and Rahul Ghosh and Jie Xiong and Romit Roy Choudhury}, title = {Poster abstract: BeamCast: harnessing beamforming capabilities for link layer multicast}, journal = {{ACM} {SIGMOBILE} Mob. Comput. Commun. Rev.}, volume = {13}, number = {3}, pages = {34--37}, year = {2009}, url = {https://doi.org/10.1145/1710130.1710137}, doi = {10.1145/1710130.1710137}, timestamp = {Sun, 17 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigmobile/SenGXC09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccad/TrivediKG09, author = {Kishor S. Trivedi and Dong Seong Kim and Rahul Ghosh}, editor = {Jaijeet S. Roychowdhury}, title = {Resilience in computer systems and networks}, booktitle = {2009 International Conference on Computer-Aided Design, {ICCAD} 2009, San Jose, CA, USA, November 2-5, 2009}, pages = {74--77}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1687399.1687415}, doi = {10.1145/1687399.1687415}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccad/TrivediKG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icnp/SenXGC08, author = {Souvik Sen and Jie Xiong and Rahul Ghosh and Romit Roy Choudhury}, title = {Link layer multicasting with smart antennas: No client left behind}, booktitle = {Proceedings of the 16th annual {IEEE} International Conference on Network Protocols, 2008. {ICNP} 2008, Orlando, Florida, USA, 19-22 October 2008}, pages = {53--62}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICNP.2008.4697024}, doi = {10.1109/ICNP.2008.4697024}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icnp/SenXGC08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jnw/VenkateswaranGDSN06, author = {Palaniandavar Venkateswaran and Rahul Ghosh and Aritra Das and Salil Kumar Sanyal and Rabindranath Nandi}, title = {An Obstacle Based Realistic Ad-Hoc Mobility Model for Social Networks}, journal = {J. Networks}, volume = {1}, number = {2}, pages = {37--44}, year = {2006}, url = {https://doi.org/10.4304/jnw.1.2.37-44}, doi = {10.4304/JNW.1.2.37-44}, timestamp = {Thu, 05 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jnw/VenkateswaranGDSN06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwdc/GhoshDVSN05, author = {Rahul Ghosh and Aritra Das and Palaniandavar Venkateswaran and Salil Kumar Sanyal and Rabindranath Nandi}, editor = {Ajit Pal and Ajay D. Kshemkalyani and Rajeev Kumar and Arobinda Gupta}, title = {An Efficient Social Network-Mobility Model for MANETs}, booktitle = {Distributed Computing - {IWDC} 2005, 7th International Workshop, Kharagpur, India, December 27-30, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3741}, pages = {349--354}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11603771\_38}, doi = {10.1007/11603771\_38}, timestamp = {Thu, 05 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iwdc/GhoshDVSN05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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