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ORCIDBibTeX records: Shyam Boriah
@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/aaai/FaghmousUSLMBK13,
author = {James H. Faghmous and
Muhammed Uluyol and
Luke Styles and
Matthew Le and
Varun Mithal and
Shyam Boriah and
Vipin Kumar},
editor = {Marie desJardins and
Michael L. Littman},
title = {Multiple Hypothesis Object Tracking For Unsupervised Self-Learning:
An Ocean Eddy Tracking Application},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {1277--1283},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8490},
doi = {10.1609/AAAI.V27I1.8490},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FaghmousUSLMBK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BoriahCCKS13,
author = {Xi C. Chen and
Karsten Steinhaeuser and
Shyam Boriah and
Snigdhansu Chatterjee and
Vipin Kumar},
title = {Contextual Time Series Change Detection},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {503--511},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.56},
doi = {10.1137/1.9781611972832.56},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BoriahCCKS13.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/aaai/FaghmousCBVLMK12,
author = {James H. Faghmous and
Yashu Chamber and
Shyam Boriah and
Frode Vikeb{\o} and
Stefan Liess and
Michel dos Santos Mesquita and
Vipin Kumar},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {281--287},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8181},
doi = {10.1609/AAAI.V26I1.8181},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FaghmousCBVLMK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidu/MithalOSBKPK12,
author = {Varun Mithal and
Zachary O'Connor and
Karsten Steinhaeuser and
Shyam Boriah and
Vipin Kumar and
Christopher Potter and
Steven A. Klooster},
title = {Time series change detection using segmentation: {A} case study for
land cover monitoring},
booktitle = {2012 Conference on Intelligent Data Understanding, {CIDU} 2012, Boulder,
CO, USA, October 24-26, 2012},
pages = {63--70},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIDU.2012.6382202},
doi = {10.1109/CIDU.2012.6382202},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidu/MithalOSBKPK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidu/KarpatneBLBSSK12,
author = {Anuj Karpatne and
Mace Blank and
Michael Lau and
Shyam Boriah and
Karsten Steinhaeuser and
Michael S. Steinbach and
Vipin Kumar},
title = {Importance of vegetation type in forest cover estimation},
booktitle = {2012 Conference on Intelligent Data Understanding, {CIDU} 2012, Boulder,
CO, USA, October 24-26, 2012},
pages = {71--78},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIDU.2012.6382203},
doi = {10.1109/CIDU.2012.6382203},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidu/KarpatneBLBSSK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidu/FaghmousSMBLKVM12,
author = {James H. Faghmous and
Luke Styles and
Varun Mithal and
Shyam Boriah and
Stefan Liess and
Vipin Kumar and
Frode Vikeb{\o} and
Michel dos Santos Mesquita},
title = {EddyScan: {A} physically consistent ocean eddy monitoring application},
booktitle = {2012 Conference on Intelligent Data Understanding, {CIDU} 2012, Boulder,
CO, USA, October 24-26, 2012},
pages = {96--103},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIDU.2012.6382189},
doi = {10.1109/CIDU.2012.6382189},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidu/FaghmousSMBLKVM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidu/ChenKCMLSBSKPKASC12,
author = {Xi C. Chen and
Anuj Karpatne and
Yashu Chamber and
Varun Mithal and
Michael Lau and
Karsten Steinhaeuser and
Shyam Boriah and
Michael S. Steinbach and
Vipin Kumar and
Christopher Potter and
Steven A. Klooster and
Teji Abraham and
J. D. Stanley and
Juan Carlos Castilla{-}Rubio},
title = {A new data mining framework for forest fire mapping},
booktitle = {2012 Conference on Intelligent Data Understanding, {CIDU} 2012, Boulder,
CO, USA, October 24-26, 2012},
pages = {104--111},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIDU.2012.6382190},
doi = {10.1109/CIDU.2012.6382190},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidu/ChenKCMLSBSKPKASC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BrugereSBK12,
author = {Ivan Brugere and
Karsten Steinhaeuser and
Shyam Boriah and
Vipin Kumar},
editor = {Jilles Vreeken and
Charles Ling and
Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Approximate Search on Massive Spatiotemporal Datasets},
booktitle = {12th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Brussels, Belgium, December 10, 2012},
pages = {773--780},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDMW.2012.27},
doi = {10.1109/ICDMW.2012.27},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BrugereSBK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/MithalGBSKPKC11,
author = {Varun Mithal and
Ashish Garg and
Shyam Boriah and
Michael S. Steinbach and
Vipin Kumar and
Christopher Potter and
Steven A. Klooster and
Juan Carlos Castilla{-}Rubio},
title = {Monitoring global forest cover using data mining},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {2},
number = {4},
pages = {36:1--36:24},
year = {2011},
url = {https://doi.org/10.1145/1989734.1989740},
doi = {10.1145/1989734.1989740},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/MithalGBSKPKC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidu/MithalGBBKSPK11,
author = {Varun Mithal and
Ashish Garg and
Ivan Brugere and
Shyam Boriah and
Vipin Kumar and
Michael S. Steinbach and
Christopher Potter and
Steven A. Klooster},
editor = {Ashok N. Srivastava and
Nitesh V. Chawla and
Amal Shehan Perera},
title = {Incorporating Natural Variation into Time Series-Based Land Cover
Change Detection},
booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding,
{CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}},
pages = {45--59},
publisher = {{NASA} Ames Research Center},
year = {2011},
url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidu/MithalGBBKSPK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidu/GargMKKBSTKPK11,
author = {Ashish Garg and
Lydia Manikonda and
Shashank Kumar and
Vikrant Krishna and
Shyam Boriah and
Michael S. Steinbach and
Durga Toshnival and
Vipin Kumar and
Christopher Potter and
Steven A. Klooster},
editor = {Ashok N. Srivastava and
Nitesh V. Chawla and
Amal Shehan Perera},
title = {A Model-Free Time Series Segmentation Approach for Land Cover Change
Detection},
booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding,
{CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}},
pages = {144--158},
publisher = {{NASA} Ames Research Center},
year = {2011},
url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidu/GargMKKBSTKPK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidu/ChamberGMBKLSPKKB11,
author = {Yashu Chamber and
Ashish Garg and
Varun Mithal and
Ivan Brugere and
Vipin Kumar and
Michael Lau and
Michael S. Steinbach and
Christopher Potter and
Steven A. Klooster and
Vikrant Krishna and
Shyam Boriah},
editor = {Ashok N. Srivastava and
Nitesh V. Chawla and
Amal Shehan Perera},
title = {A Novel Time Series Based Approach to Detect Gradual Vegetation Changes
in Forests},
booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding,
{CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}},
pages = {248--262},
publisher = {{NASA} Ames Research Center},
year = {2011},
url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidu/ChamberGMBKLSPKKB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GargMCBCDKKVBSKCSACPK11,
author = {Ashish Garg and
Varun Mithal and
Yashu Chamber and
Ivan Brugere and
Vijay Chaudhari and
Marc Dunham and
Vikrant Krishna and
Sairam Krishnamurthy and
Sruthi Vangala and
Shyam Boriah and
Michael S. Steinbach and
Vipin Kumar and
Albert Cho and
J. D. Stanley and
Teji Abraham and
Juan Carlos Castilla{-}Rubio and
Christopher Potter and
Steven A. Klooster},
title = {Gopher: Global observation of Planetary Health and Ecosystem Resources},
booktitle = {2011 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2011, Vancouver, BC, Canada, July 24-29, 2011},
pages = {1449--1452},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IGARSS.2011.6049339},
doi = {10.1109/IGARSS.2011.6049339},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/GargMCBCDKKVBSKCSACPK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidu/BoriahMGKSPK10,
author = {Shyam Boriah and
Varun Mithal and
Ashish Garg and
Vipin Kumar and
Michael S. Steinbach and
Christopher Potter and
Steven A. Klooster},
editor = {Ashok N. Srivastava and
Nitesh V. Chawla and
Philip S. Yu and
Paul Melby},
title = {A Comparative Study Of Algorithms For Land Cover Change},
booktitle = {Proceedings of the 2010 Conference on Intelligent Data Understanding,
{CIDU} 2010, October 5-6, 2010, Mountain View, California, {USA}},
pages = {175--188},
publisher = {{NASA} Ames Research Center},
year = {2010},
url = {http://c3.ndc.nasa.gov/dashlink/resources/236/},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidu/BoriahMGKSPK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csiirw/ChandolaBK10,
author = {Varun Chandola and
Shyam Boriah and
Vipin Kumar},
editor = {Frederick T. Sheldon and
Stacy J. Prowell and
Robert K. Abercrombie and
Axel W. Krings},
title = {A reference based analysis framework for analyzing system call traces},
booktitle = {Proceedings of the 6th Cyber Security and Information Intelligence
Research Workshop, {CSIIRW} 2010, Oak Ridge, TN, USA, April 21-23,
2010},
pages = {33},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1852666.1852703},
doi = {10.1145/1852666.1852703},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csiirw/ChandolaBK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/BoriahMGSKPKC10,
author = {Shyam Boriah and
Varun Mithal and
Ashish Garg and
Michael S. Steinbach and
Vipin Kumar and
Christopher Potter and
Steven A. Klooster and
Juan Carlos Castilla{-}Rubio},
title = {Automated detection of forest cover changes},
booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium,
{IGARSS} 2010, July 25-30, 2010, Honolulu, Hawaii, USA, Proceedings},
pages = {44--47},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IGARSS.2010.5652015},
doi = {10.1109/IGARSS.2010.5652015},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/BoriahMGSKPKC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChandolaBK09,
author = {Varun Chandola and
Shyam Boriah and
Vipin Kumar},
title = {A Framework for Exploring Categorical Data},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {187--198},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.17},
doi = {10.1137/1.9781611972795.17},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ChandolaBK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BoriahKSPK08,
author = {Shyam Boriah and
Vipin Kumar and
Michael S. Steinbach and
Christopher Potter and
Steven A. Klooster},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Land cover change detection: a case study},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {857--865},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401993},
doi = {10.1145/1401890.1401993},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BoriahKSPK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BoriahCK08,
author = {Shyam Boriah and
Varun Chandola and
Vipin Kumar},
title = {Similarity Measures for Categorical Data: {A} Comparative Evaluation},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {243--254},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.22},
doi = {10.1137/1.9781611972788.22},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BoriahCK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/tf/08/BoriahKSTPK08,
author = {Shyam Boriah and
Vipin Kumar and
Michael S. Steinbach and
Pang{-}Ning Tan and
Christopher Potter and
Steven A. Klooster},
editor = {Hillol Kargupta and
Jiawei Han and
Philip S. Yu and
Rajeev Motwani and
Vipin Kumar},
title = {Detecting Ecosystem Disturbances and Land Cover Change Using Data
Mining},
booktitle = {Next Generation of Data Mining},
series = {Chapman and Hall / {CRC} Data Mining and Knowledge Discovery Series},
publisher = {{CRC} Press / Chapman and Hall / Taylor {\&} Francis},
year = {2008},
url = {https://doi.org/10.1201/9781420085877.ch2},
doi = {10.1201/9781420085877.CH2},
timestamp = {Fri, 29 Apr 2022 17:40:48 +0200},
biburl = {https://dblp.org/rec/books/tf/08/BoriahKSTPK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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