Shyam Boriah
Title
Cited by
Cited by
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
5722008
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
642008
Time series change detection: algorithms for land cover change.
S Boriah
442010
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
352011
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, ...
322014
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
282009
Terrestrial vegetation dynamics and global climate controls
C Potter, S Boriah, M Steinbach, V Kumar, S Klooster
Climate Dynamics 31 (1), 67-78, 2008
282008
Understanding categorical similarity measures for outlier detection
V Chandola, S Boriah, V Kumar
Technical report 08–008, University of Minnesota, 2008
272008
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
252007
Eddyscan: A physically consistent ocean eddy monitoring application
JH Faghmous, L Styles, V Mithal, S Boriah, S Liess, V Kumar, F VikebÝ, ...
2012 Conference on Intelligent Data Understanding, 96-103, 2012
232012
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
222013
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
212014
Terrestrial ecosystem carbon fluxes predicted from MODIS satellite data and large-scale disturbance modeling
P Christopher, K Steven, G Vanessa, H Cyrus, B Shyam, K Vipin, M Varun, ...
International Journal of Geosciences 2012, 2012
212012
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
172011
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
152011
Predicting land temperature using ocean data
S Boriah, G Simon, M Naorem, M Steinbach, V Kumar, S Klooster, ...
Proceedings of the knowledge discovery in databases KDD, 2004
142004
A Comparative Study Of Algorithms For Land Cover Change.
S Boriah, V Mithal, A Garg, V Kumar, M Steinbach, C Potter, SA Klooster
CIDU, 175-188, 2010
132010
Multiple hypothesis object tracking for unsupervised self-learning: An ocean eddy tracking application
JH Faghmous, M Uluyol, L Styles, M Le, V Mithal, S Boriah, V Kumar
Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
122013
Change detection from temporal sequences of class labels: Application to land cover change mapping
V Mithal, A Khandelwal, S Boriah, K Steinhaeuser, V Kumar
Proceedings of the 2013 SIAM International Conference on Data Mining, 650-658, 2013
122013
A novel and scalable spatio-temporal technique for ocean eddy monitoring
JH Faghmous, Y Chamber, S Boriah, F VikebÝ, S Liess, ...
Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
112012
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Articles 1–20