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Shyam Boriah
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2010 – 2019
- 2014
- [c20]Anuj Karpatne, Ankush Khandelwal, Shyam Boriah, Vipin Kumar:
Predictive Learning in the Presence of Heterogeneity and Limited Training Data. SDM 2014: 253-261 - 2013
- [c19]James H. Faghmous, Muhammed Uluyol, Luke Styles, Matthew Le, Varun Mithal, Shyam Boriah, Vipin Kumar:
Multiple Hypothesis Object Tracking For Unsupervised Self-Learning: An Ocean Eddy Tracking Application. AAAI 2013: 1277-1283 - [c18]Xi C. Chen, Karsten Steinhaeuser, Shyam Boriah, Snigdhansu Chatterjee, Vipin Kumar:
Contextual Time Series Change Detection. SDM 2013: 503-511 - [c17]Shyam Boriah, Ankush Khandelwal, Vipin Kumar, Varun Mithal, Karsten Steinhaeuser:
Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping. SDM 2013: 650-658 - [p2]Anuj Karpatne, James H. Faghmous, Jaya Kawale, Luke Styles, Mace Blank, Varun Mithal, Xi C. Chen, Ankush Khandelwal, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach
, Vipin Kumar, Stefan Liess
:
Earth Science Applications of Sensor Data. Managing and Mining Sensor Data 2013: 505-530 - 2012
- [c16]James H. Faghmous, Yashu Chamber, Shyam Boriah, Frode Vikebø, Stefan Liess, Michel dos Santos Mesquita, Vipin Kumar:
A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring. AAAI 2012: 281-287 - [c15]Varun Mithal, Zachary O'Connor, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar, Christopher Potter, Steven A. Klooster:
Time series change detection using segmentation: A case study for land cover monitoring. CIDU 2012: 63-70 - [c14]Anuj Karpatne, Mace Blank, Michael Lau, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach
, Vipin Kumar:
Importance of vegetation type in forest cover estimation. CIDU 2012: 71-78 - [c13]James H. Faghmous, Luke Styles, Varun Mithal, Shyam Boriah, Stefan Liess
, Vipin Kumar, Frode Vikebø, Michel dos Santos Mesquita
:
EddyScan: A physically consistent ocean eddy monitoring application. CIDU 2012: 96-103 - [c12]Xi C. Chen, Anuj Karpatne, Yashu Chamber, Varun Mithal, Michael Lau, Karsten Steinhaeuser, Shyam Boriah, Michael S. Steinbach
, Vipin Kumar, Christopher Potter, Steven A. Klooster, Teji Abraham, J. D. Stanley, Juan Carlos Castilla-Rubio:
A new data mining framework for forest fire mapping. CIDU 2012: 104-111 - [c11]Ivan Brugere, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar:
Approximate Search on Massive Spatiotemporal Datasets. ICDM Workshops 2012: 773-780 - 2011
- [j1]Varun Mithal, Ashish Garg, Shyam Boriah, Michael S. Steinbach
, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio:
Monitoring global forest cover using data mining. ACM Trans. Intell. Syst. Technol. 2(4): 36:1-36:24 (2011) - [c10]Varun Mithal, Ashish Garg, Ivan Brugere, Shyam Boriah, Vipin Kumar, Michael S. Steinbach, Christopher Potter, Steven A. Klooster:
Incorporating Natural Variation into Time Series-Based Land Cover Change Detection. CIDU 2011: 45-59 - [c9]Ashish Garg, Lydia Manikonda, Shashank Kumar, Vikrant Krishna, Shyam Boriah, Michael S. Steinbach, Durga Toshnival, Vipin Kumar, Christopher Potter, Steven A. Klooster:
A Model-Free Time Series Segmentation Approach for Land Cover Change Detection. CIDU 2011: 144-158 - [c8]Yashu Chamber, Ashish Garg, Varun Mithal, Ivan Brugere, Vipin Kumar, Michael Lau, Michael S. Steinbach, Christopher Potter, Steven A. Klooster, Vikrant Krishna, Shyam Boriah:
A Novel Time Series Based Approach to Detect Gradual Vegetation Changes in Forests. CIDU 2011: 248-262 - [c7]Ashish Garg, Varun Mithal, Yashu Chamber, Ivan Brugere, Vijay Chaudhari, Marc Dunham
, Vikrant Krishna, Sairam Krishnamurthy, Sruthi Vangala, Shyam Boriah, Michael S. Steinbach
, Vipin Kumar, Albert Cho, J. D. Stanley, Teji Abraham, Juan Carlos Castilla-Rubio, Christopher Potter, Steven A. Klooster:
Gopher: Global observation of Planetary Health and Ecosystem Resources. IGARSS 2011: 1449-1452 - 2010
- [c6]Shyam Boriah, Varun Mithal, Ashish Garg, Vipin Kumar, Michael S. Steinbach, Christopher Potter, Steven A. Klooster:
A Comparative Study Of Algorithms For Land Cover Change. CIDU 2010: 175-188 - [c5]Varun Chandola, Shyam Boriah, Vipin Kumar:
A reference based analysis framework for analyzing system call traces. CSIIRW 2010: 33 - [c4]Shyam Boriah, Varun Mithal, Ashish Garg, Michael S. Steinbach
, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio:
Automated detection of forest cover changes. IGARSS 2010: 44-47
2000 – 2009
- 2009
- [c3]Varun Chandola, Shyam Boriah, Vipin Kumar:
A Framework for Exploring Categorical Data. SDM 2009: 187-198 - 2008
- [c2]Shyam Boriah, Vipin Kumar, Michael S. Steinbach
, Christopher Potter, Steven A. Klooster:
Land cover change detection: a case study. KDD 2008: 857-865 - [c1]Shyam Boriah, Varun Chandola, Vipin Kumar:
Similarity Measures for Categorical Data: A Comparative Evaluation. SDM 2008: 243-254 - [p1]Shyam Boriah, Vipin Kumar, Michael S. Steinbach, Pang-Ning Tan, Christopher Potter, Steven A. Klooster:
Detecting Ecosystem Disturbances and Land Cover Change Using Data Mining. Next Generation of Data Mining 2008
Coauthor Index

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