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ORCIDBibTeX records: Ankush Khandelwal
@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}
}
@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}
}
@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-2309-16882,
author = {Shaoming Xu and
Ankush Khandelwal and
Arvind Renganathan and
Vipin Kumar},
title = {Message Propagation Through Time: An Algorithm for Sequence Dependency
Retention in Time Series Modeling},
journal = {CoRR},
volume = {abs/2309.16882},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16882},
doi = {10.48550/ARXIV.2309.16882},
eprinttype = {arXiv},
eprint = {2309.16882},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16882.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}
}
@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}
}
@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/tiis/GilGKKROVPPSVCF21,
author = {Yolanda Gil and
Daniel Garijo and
Deborah Khider and
Craig A. Knoblock and
Varun Ratnakar and
Maximiliano Osorio and
Hern{\'{a}}n Vargas and
Minh Pham and
Jay Pujara and
Basel Shbita and
Binh Vu and
Yao{-}Yi Chiang and
Dan Feldman and
Yijun Lin and
Hayley Song and
Vipin Kumar and
Ankush Khandelwal and
Michael S. Steinbach and
Kshitij Tayal and
Shaoming Xu and
Suzanne A. Pierce and
Lissa Pearson and
Daniel Hardesty{-}Lewis and
Ewa Deelman and
Rafael Ferreira da Silva and
Rajiv Mayani and
Armen R. Kemanian and
Yuning Shi and
Lorne Leonard and
Scott D. Peckham and
Maria Stoica and
Kelly M. Cobourn and
Zeya Zhang and
Christopher J. Duffy and
Lele Shu},
title = {Artificial Intelligence for Modeling Complex Systems: Taming the Complexity
of Expert Models to Improve Decision Making},
journal = {{ACM} Trans. Interact. Intell. Syst.},
volume = {11},
number = {2},
pages = {11:1--11:49},
year = {2021},
url = {https://doi.org/10.1145/3453172},
doi = {10.1145/3453172},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tiis/GilGKKROVPPSVCF21.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, 13 Jan 2023 17:06:49 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/GhoshRJKMK21.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-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}
}
@article{DBLP:journals/remotesensing/JiaKCGWSK20,
author = {Xiaowei Jia and
Ankush Khandelwal and
Kimberly Carlson and
James Gerber and
Paul C. West and
Leah H. Samberg and
Vipin Kumar},
title = {Automated Plantation Mapping in Southeast Asia Using {MODIS} Data
and Imperfect Visual Annotations},
journal = {Remote. Sens.},
volume = {12},
number = {4},
pages = {636},
year = {2020},
url = {https://doi.org/10.3390/rs12040636},
doi = {10.3390/RS12040636},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/JiaKCGWSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02854,
author = {Ankush Khandelwal and
Shaoming Xu and
Xiang Li and
Xiaowei Jia and
Michael S. Steinbach and
Christopher J. Duffy and
John Nieber and
Vipin Kumar},
title = {Physics Guided Machine Learning Methods for Hydrology},
journal = {CoRR},
volume = {abs/2012.02854},
year = {2020},
url = {https://arxiv.org/abs/2012.02854},
eprinttype = {arXiv},
eprint = {2012.02854},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-02854.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/JiaKCGWK19,
author = {Xiaowei Jia and
Ankush Khandelwal and
Kimberly Carlson and
James Gerber and
Paul C. West and
Vipin Kumar},
title = {Plantation Mapping in Southeast Asia},
journal = {Frontiers Big Data},
volume = {2},
pages = {46},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00046},
doi = {10.3389/FDATA.2019.00046},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/JiaKCGWK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/JiaWKKK19,
author = {Xiaowei Jia and
Mengdie Wang and
Ankush Khandelwal and
Anuj Karpatne and
Vipin Kumar},
editor = {Sarit Kraus},
title = {Recurrent Generative Networks for Multi-Resolution Satellite Data:
An Application in Cropland Monitoring},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {2628--2634},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/365},
doi = {10.24963/IJCAI.2019/365},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/JiaWKKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/GarijoKRGDSKCPP19,
author = {Daniel Garijo and
Deborah Khider and
Varun Ratnakar and
Yolanda Gil and
Ewa Deelman and
Rafael Ferreira da Silva and
Craig A. Knoblock and
Yao{-}Yi Chiang and
Minh Pham and
Jay Pujara and
Binh Vu and
Dan Feldman and
Rajiv Mayani and
Kelly M. Cobourn and
Christopher J. Duffy and
Armen R. Kemanian and
Lele Shu and
Vipin Kumar and
Ankush Khandelwal and
Kshitij Tayal and
Scott D. Peckham and
Maria Stoica and
Anna Dabrowski and
Daniel Hardesty{-}Lewis and
Suzanne A. Pierce},
title = {An intelligent interface for integrating climate, hydrology, agriculture,
and socioeconomic models},
booktitle = {Proceedings of the 24th International Conference on Intelligent User
Interfaces: Companion, Marina del Ray, CA, USA, March 16-20, 2019},
pages = {111--112},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308557.3308711},
doi = {10.1145/3308557.3308711},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/GarijoKRGDSKCPP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiaLKNKK19,
author = {Xiaowei Jia and
Sheng Li and
Ankush Khandelwal and
Guruprasad Nayak and
Anuj Karpatne and
Vipin Kumar},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Spatial Context-Aware Networks for Mining Temporal Discriminative
Period in Land Cover Detection},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {513--521},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.58},
doi = {10.1137/1.9781611975673.58},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JiaLKNKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiaNKKK19,
author = {Xiaowei Jia and
Guruprasad Nayak and
Ankush Khandelwal and
Anuj Karpatne and
Vipin Kumar},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Classifying Heterogeneous Sequential Data by Cyclic Domain Adaptation:
An Application in Land Cover Detection},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {540--548},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.61},
doi = {10.1137/1.9781611975673.61},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JiaNKKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-04329,
author = {Xiaowei Jia and
Ankush Khandelwal and
Vipin Kumar},
title = {Automated Monitoring Cropland Using Remote Sensing Data: Challenges
and Opportunities for Machine Learning},
journal = {CoRR},
volume = {abs/1904.04329},
year = {2019},
url = {http://arxiv.org/abs/1904.04329},
eprinttype = {arXiv},
eprint = {1904.04329},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-04329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cys/KhandelwalSAS18,
author = {Ankush Khandelwal and
Sahil Swami and
Syed Sarfaraz Akhtar and
Manish Shrivastava},
title = {Gender Prediction in English-Hindi Code-Mixed Social Media Content:
Corpus and Baseline System},
journal = {Computaci{\'{o}}n y Sistemas},
volume = {22},
number = {4},
year = {2018},
url = {https://doi.org/10.13053/cys-22-4-3061},
doi = {10.13053/CYS-22-4-3061},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cys/KhandelwalSAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/MithalNKKNO18,
author = {Varun Mithal and
Guruprasad Nayak and
Ankush Khandelwal and
Vipin Kumar and
Ramakrishna R. Nemani and
Nikunj C. Oza},
title = {Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning
Framework},
journal = {Remote. Sens.},
volume = {10},
number = {1},
pages = {69},
year = {2018},
url = {https://doi.org/10.3390/rs10010069},
doi = {10.3390/RS10010069},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/MithalNKKNO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/KhandelwalSAS18,
author = {Ankush Khandelwal and
Sahil Swami and
Syed Sarfaraz Akhtar and
Manish Shrivastava},
editor = {Nicoletta Calzolari and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
K{\^{o}}iti Hasida and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis and
Takenobu Tokunaga},
title = {Humor Detection in English-Hindi Code-Mixed Social Media Content :
Corpus and Baseline System},
booktitle = {Proceedings of the Eleventh International Conference on Language Resources
and Evaluation, {LREC} 2018, Miyazaki, Japan, May 7-12, 2018},
publisher = {European Language Resources Association {(ELRA)}},
year = {2018},
url = {http://www.lrec-conf.org/proceedings/lrec2018/summaries/363.html},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lrec/KhandelwalSAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11868,
author = {Sahil Swami and
Ankush Khandelwal and
Vinay Singh and
Syed Sarfaraz Akhtar and
Manish Shrivastava},
title = {An English-Hindi Code-Mixed Corpus: Stance Annotation and Baseline
System},
journal = {CoRR},
volume = {abs/1805.11868},
year = {2018},
url = {http://arxiv.org/abs/1805.11868},
eprinttype = {arXiv},
eprint = {1805.11868},
timestamp = {Thu, 27 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11868.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11869,
author = {Sahil Swami and
Ankush Khandelwal and
Vinay Singh and
Syed Sarfaraz Akhtar and
Manish Shrivastava},
title = {A Corpus of English-Hindi Code-Mixed Tweets for Sarcasm Detection},
journal = {CoRR},
volume = {abs/1805.11869},
year = {2018},
url = {http://arxiv.org/abs/1805.11869},
eprinttype = {arXiv},
eprint = {1805.11869},
timestamp = {Thu, 27 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05513,
author = {Ankush Khandelwal and
Sahil Swami and
Syed Sarfaraz Akhtar and
Manish Shrivastava},
title = {Humor Detection in English-Hindi Code-Mixed Social Media Content :
Corpus and Baseline System},
journal = {CoRR},
volume = {abs/1806.05513},
year = {2018},
url = {http://arxiv.org/abs/1806.05513},
eprinttype = {arXiv},
eprint = {1806.05513},
timestamp = {Thu, 27 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05513.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05600,
author = {Ankush Khandelwal and
Sahil Swami and
Syed Sarfaraz Akhtar and
Manish Shrivastava},
title = {Gender Prediction in English-Hindi Code-Mixed Social Media Content
: Corpus and Baseline System},
journal = {CoRR},
volume = {abs/1806.05600},
year = {2018},
url = {http://arxiv.org/abs/1806.05600},
eprinttype = {arXiv},
eprint = {1806.05600},
timestamp = {Thu, 27 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05600.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MithalNKKON17,
author = {Varun Mithal and
Guruprasad Nayak and
Ankush Khandelwal and
Vipin Kumar and
Nikunj C. Oza and
Ramakrishna R. Nemani},
title = {{RAPT:} Rare Class Prediction in Absence of True Labels},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {11},
pages = {2484--2497},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2739739},
doi = {10.1109/TKDE.2017.2739739},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/MithalNKKON17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/JiaHKKK17,
author = {Xiaowei Jia and
Yifan Hu and
Ankush Khandelwal and
Anuj Karpatne and
Vipin Kumar},
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {Joint sparse auto-encoder: {A} semi-supervised spatio-temporal approach
in mapping large-scale croplands},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {1173--1182},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258043},
doi = {10.1109/BIGDATA.2017.8258043},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/JiaHKKK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JiaKNGCWK17,
author = {Xiaowei Jia and
Ankush Khandelwal and
Guruprasad Nayak and
James Gerber and
Kimberly Carlson and
Paul C. West and
Vipin Kumar},
title = {Incremental Dual-memory {LSTM} in Land Cover Prediction},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {867--876},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098112},
doi = {10.1145/3097983.3098112},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/JiaKNGCWK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiaKNGCWK17,
author = {Xiaowei Jia and
Ankush Khandelwal and
Guruprasad Nayak and
James Gerber and
Kimberly Carlson and
Paul C. West and
Vipin Kumar},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Predict Land Covers with Transition Modeling and Incremental Learning},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {171--179},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.20},
doi = {10.1137/1.9781611974973.20},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JiaKNGCWK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sepln/KhandelwalSAS17,
author = {Ankush Khandelwal and
Sahil Swami and
Syed Sarfaraz Akhtar and
Manish Shrivastava},
editor = {Raquel Mart{\'{\i}}nez and
Julio Gonzalo and
Paolo Rosso and
Soto Montalvo and
Jorge Carrillo de Albornoz},
title = {Classification Of Spanish Election Tweets {(COSET)} 2017 : Classifying
Tweets Using Character and Word Level Features},
booktitle = {Proceedings of the Second Workshop on Evaluation of Human Language
Technologies for Iberian Languages (IberEval 2017) co-located with
33th Conference of the Spanish Society for Natural Language Processing
{(SEPLN} 2017), Murcia, Spain, September 19, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1881},
pages = {49--54},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1881/COSET\_paper\_6.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:59 +0100},
biburl = {https://dblp.org/rec/conf/sepln/KhandelwalSAS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sepln/SwamiKSA17,
author = {Sahil Swami and
Ankush Khandelwal and
Manish Shrivastava and
Syed Sarfaraz Akhtar},
editor = {Raquel Mart{\'{\i}}nez and
Julio Gonzalo and
Paolo Rosso and
Soto Montalvo and
Jorge Carrillo de Albornoz},
title = {{LTRC} {IIITH} at {IBEREVAL} 2017: Stance and Gender Detection in
Tweets on Catalan Independence},
booktitle = {Proceedings of the Second Workshop on Evaluation of Human Language
Technologies for Iberian Languages (IberEval 2017) co-located with
33th Conference of the Spanish Society for Natural Language Processing
{(SEPLN} 2017), Murcia, Spain, September 19, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1881},
pages = {199--203},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1881/StanceCat2017\_paper\_4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sepln/SwamiKSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05799,
author = {Ankush Khandelwal and
Anuj Karpatne and
Vipin Kumar},
title = {{ORBIT:} Ordering Based Information Transfer Across Space and Time
for Global Surface Water Monitoring},
journal = {CoRR},
volume = {abs/1711.05799},
year = {2017},
url = {http://arxiv.org/abs/1711.05799},
eprinttype = {arXiv},
eprint = {1711.05799},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-07203,
author = {Xiaowei Jia and
Ankush Khandelwal and
Anuj Karpatne and
Vipin Kumar},
title = {Discovery of Shifting Patterns in Sequence Classification},
journal = {CoRR},
volume = {abs/1712.07203},
year = {2017},
url = {http://arxiv.org/abs/1712.07203},
eprinttype = {arXiv},
eprint = {1712.07203},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-07203.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/JiaKGCWK16,
author = {Xiaowei Jia and
Ankush Khandelwal and
James Gerber and
Kimberly Carlson and
Paul C. West and
Vipin Kumar},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {Learning large-scale plantation mapping from imperfect annotators},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {1192--1201},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840723},
doi = {10.1109/BIGDATA.2016.7840723},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/JiaKGCWK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/IdeKK16,
author = {Tsuyoshi Id{\'{e}} and
Ankush Khandelwal and
Jayant Kalagnanam},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Sparse Gaussian Markov Random Field Mixtures for Anomaly Detection},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {955--960},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0119},
doi = {10.1109/ICDM.2016.0119},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/IdeKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/KarpatneKCMFK16,
author = {Anuj Karpatne and
Ankush Khandelwal and
Xi Chen and
Varun Mithal and
James H. Faghmous and
Vipin Kumar},
editor = {J{\"{o}}rg L{\"{a}}ssig and
Kristian Kersting and
Katharina Morik},
title = {Global Monitoring of Inland Water Dynamics: State-of-the-Art, Challenges,
and Opportunities},
booktitle = {Computational Sustainability},
series = {Studies in Computational Intelligence},
volume = {645},
pages = {121--147},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31858-5\_7},
doi = {10.1007/978-3-319-31858-5\_7},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/KarpatneKCMFK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KhandelwalMK15,
author = {Ankush Khandelwal and
Varun Mithal and
Vipin Kumar},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Post Classification Label Refinement Using Implicit Ordering Constraint
Among Data Instances},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {799--804},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.149},
doi = {10.1109/ICDM.2015.149},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KhandelwalMK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenFKK15,
author = {Xi C. Chen and
James H. Faghmous and
Ankush Khandelwal and
Vipin Kumar},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise
and Missing Data},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {2575--2581},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/365},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChenFKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KarpatneKK15,
author = {Anuj Karpatne and
Ankush Khandelwal and
Vipin Kumar},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Ensemble Learning Methods for Binary Classification with Multi-modality
within the Classes},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {730--738},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.82},
doi = {10.1137/1.9781611974010.82},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/KarpatneKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DataKKBK14,
author = {Anuj Karpatne and
Ankush Khandelwal and
Shyam Boriah and
Vipin Kumar},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Predictive Learning in the Presence of Heterogeneity and Limited Training
Data},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {253--261},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.29},
doi = {10.1137/1.9781611973440.29},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DataKKBK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BoriahKKMS13,
author = {Shyam Boriah and
Ankush Khandelwal and
Vipin Kumar and
Varun Mithal and
Karsten Steinhaeuser},
title = {Change Detection from Temporal Sequences of Class Labels: Application
to Land Cover Change Mapping},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {650--658},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.72},
doi = {10.1137/1.9781611972832.72},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BoriahKKMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/mmsd13/KarpatneFKSBMCKBSSKL13,
author = {Anuj Karpatne and
James H. Faghmous and
Jaya Kawale and
Luke Styles and
Mace Blank and
Varun Mithal and
Xi C. Chen and
Ankush Khandelwal and
Shyam Boriah and
Karsten Steinhaeuser and
Michael S. Steinbach and
Vipin Kumar and
Stefan Liess},
editor = {Charu C. Aggarwal},
title = {Earth Science Applications of Sensor Data},
booktitle = {Managing and Mining Sensor Data},
pages = {505--530},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4614-6309-2\_15},
doi = {10.1007/978-1-4614-6309-2\_15},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/mmsd13/KarpatneFKSBMCKBSSKL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/KhandelwalR11,
author = {Ankush Khandelwal and
K. S. Rajan},
title = {Hyperspectral image enhancement based on sensor simulation and vector
decomposition},
booktitle = {Proceedings of the 14th International Conference on Information Fusion,
{FUSION} 2011, Chicago, Illinois, USA, July 5-8, 2011},
pages = {1--6},
publisher = {{IEEE}},
year = {2011},
url = {https://ieeexplore.ieee.org/document/5977500/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/KhandelwalR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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