| 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 | 881 | 2008 |
| 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 | 75 | 2008 |
| 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 | 58 | 2014 |
| Time series change detection: algorithms for land cover change S Boriah University of Minnesota, 2010 | 57 | 2010 |
| Terrestrial vegetation dynamics and global climate controls C Potter, S Boriah, M Steinbach, V Kumar, S Klooster Climate Dynamics 31, 67-78, 2008 | 52 | 2008 |
| 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 | 43 | 2014 |
| 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 | 42 | 2011 |
| 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 | 36 | 2012 |
| Understanding categorical similarity measures for outlier detection V Chandola, S Boriah, V Kumar Technology Report, University of Minnesota, 2008 | 35 | 2008 |
| 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 | 31 | 2013 |
| 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 | 31 | 2009 |
| 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 | 31 | 2007 |
| 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 | 29 | 2012 |
| 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 | 24 | 2013 |
| 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 | 22 | 2012 |
| 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 | 21 | 2011 |
| 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 | 20 | 2011 |
| 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 | 19 | 2015 |
| 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 | 19 | 2010 |
| 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 | 19 | 2008 |
Vipin KumarUniversity of MinnesotaVerificeret mail på umn.edu
