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Shyam Boriah
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Year
Similarity measures for categorical data: A comparative evaluation
S Boriah, V Chandola, V Kumar
Proceedings of the 2008 SIAM international conference on data mining, 243-254, 2008
8352008
Land cover change detection: a case study
S Boriah, V Kumar, M Steinbach, C Potter, S Klooster
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
752008
Toward enhanced understanding and projections of climate extremes using physics-guided data mining techniques
AR Ganguly, EA Kodra, A Agrawal, A Banerjee, S Boriah, S Chatterjee, ...
Nonlinear Processes in Geophysics 21 (4), 777-795, 2014
562014
Time series change detection: algorithms for land cover change
S Boriah
University of Minnesota, 2010
552010
Terrestrial vegetation dynamics and global climate controls
C Potter, S Boriah, M Steinbach, V Kumar, S Klooster
Climate Dynamics 31, 67-78, 2008
492008
Monitoring global forest cover using data mining
V Mithal, A Garg, S Boriah, M Steinbach, V Kumar, C Potter, S Klooster, ...
ACM Transactions on Intelligent Systems and Technology (TIST) 2 (4), 1-24, 2011
392011
Predictive learning in the presence of heterogeneity and limited training data
A Karpatne, A Khandelwal, S Boriah, V Kumar
Proceedings of the 2014 SIAM International Conference on Data Mining, 253-261, 2014
382014
Eddyscan: A physically consistent ocean eddy monitoring application
JH Faghmous, L Styles, V Mithal, S Boriah, S Liess, V Kumar, F Vikebø, ...
2012 Conference on Intelligent Data Understanding, 96-103, 2012
352012
Understanding categorical similarity measures for outlier detection
V Chandola, S Boriah, V Kumar
342008
Contextual time series change detection
XC Chen, K Steinhaeuser, S Boriah, S Chatterjee, V Kumar
Proceedings of the 2013 SIAM International Conference on Data Mining, 503-511, 2013
322013
A framework for exploring categorical data
V Chandola, S Boriah, V Kumar
Proceedings of the 2009 SIAM International Conference on Data Mining, 187-198, 2009
312009
Revealing land cover change in California with satellite data
C Potter, V Genovese, P Gross, S Boriah, M Steinbach, V Kumar
Eos, Transactions American Geophysical Union 88 (26), 269-274, 2007
282007
Terrestrial ecosystem carbon fluxes predicted from MODIS satellite data and large-scale disturbance modeling
C Potter, S Klooster, V Genovese, C Hiatt, S Boriah, V Kumar, V Mithal, ...
International Journal of Geosciences 3 (3), 2012
272012
Multiple hypothesis object tracking for unsupervised self-learning: An ocean eddy tracking application
J Faghmous, M Uluyol, L Styles, M Le, V Mithal, S Boriah, V Kumar
Proceedings of the AAAI Conference on Artificial Intelligence 27 (1), 1277-1283, 2013
222013
A novel and scalable spatio-temporal technique for ocean eddy monitoring
J Faghmous, Y Chamber, S Boriah, F Vikebø, S Liess, ...
Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 281-287, 2012
202012
Incorporating natural variation into time series-based land cover change identification
V Mithal, A Garg, I Brugere, S Boriah, V Kumar, M Steinbach, C Potter, ...
CIDU’11: Proceedings of the 2011 NASA Conference on Intelligent Data …, 2011
202011
A novel time series based approach to detect gradual vegetation changes in forests
Y Chamber, A Garg, V Mithal, I Brugere, M Lau, V Krishna, S Boriah, ...
NASA Conference on Intelligent Data Understanding, CIDU 2011, 248-262, 2011
192011
Automated mapping of land cover using sequences of aerial imagery
S Boriah, A Khandelwal, V Kumar, V Mithal, K Steinhaeuser
US Patent 8,958,603, 2015
172015
A Comparative Study Of Algorithms For Land Cover Change.
S Boriah, V Mithal, A Garg, V Kumar, MS Steinbach, C Potter, SA Klooster
CIDU, 175-188, 2010
172010
Terrestrial vegetation dynamics and global climate controls in North America: 2001–05
C Potter, S Boriah, M Steinbach, V Kumar, S Klooster
Earth Interactions 12 (8), 1-12, 2008
172008
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Articles 1–20