Monitoring Global Forest Cover Using Data Mining
V. Mithal, A. Garg, S. Boriah, M. Steinbach, V. Kumar, C. Potter, S. Klooster, and J. C. Castilla-Rubio. ACM Transactions on Intelligent Systems and Technology, 2(4):36:1--36:24, 2011.

A Study of Time Series Noise Reduction Techniques in the Context of Land Cover Change Detection
X. Chen, V. Mithal, S. Vangala, I. Brugere, S. Boriah, and V. Kumar. In CIDU 2011: Proceedings of the NASA Conference on Intelligent Data Understanding, pages 278--279, 2011.

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, M. Steinbach, V. Kumar, C. Potter, and S. A. Klooster. In CIDU 2011: Proceedings of the NASA Conference on Intelligent Data Understanding, pages 248--262, 2011.

A Model-Free Time Series Segmentation Approach for Land Cover Change Detection
A. Garg, L. Manikonda, S. Kumar, V. Krishna, S. Boriah, M. Steinbach, V. Kumar, D. Toshniwal, C. Potter, and S. A. Klooster. In CIDU 2011: Proceedings of the NASA Conference on Intelligent Data Understanding, pages 144--158, 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, and S. A. Klooster. In CIDU 2011: Proceedings of the NASA Conference on Intelligent Data Understanding, pages 45--59, 2011.

GOPHER: Global observation of Planetary Health and Ecosystem Resources
A. Garg, V. Mithal, Y. Chamber, I. Brugere, V. Chaudhari, M. Dunham, V. Krishna, S. Krishnamurthy, S. Vangala, S. Boriah, M. Steinbach, V. Kumar, A. Cho, J. D. Stanley, T. Abraham, J. C. Castilla-Rubio, C. Potter, and S. A. Klooster. In Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, pages 1449--1452, 2011.

Automated detection of forest cover changes
S. Boriah, V. Mithal, A. Garg, M. Steinbach, V. Kumar, C. Potter, S. A. Klooster, and J. C. Castilla-Rubio. In IGARSS 2010: Proceedings of the IEEE Geoscience and Remote Sensing Symposium, pages 44--47, 2010.

A Comparative Study Of Algorithms For Land Cover Change
S. Boriah, V. Mithal, A. Garg, V. Kumar, M. Steinbach, C. Potter, and S. A. Klooster. In CIDU 2010: Proceedings of the 2010 Conference on Intelligent Data Understanding, pages 175--188, 2010.

Development of a Unique Web 2.0 Interface for Global Collaboration in Land Cover Change Research.
M. Dunham, S. Boriah, V. Mithal, A. Garg, M. Steinbach, V. Kumar, C. S. Potter, S. Klooster, and J. Castilla-Rubio. In AGU Fall Meeting, 2010.

A reference based analysis framework for analyzing system call traces
V. Chandola, S. Boriah, and V. Kumar. In CSIIRW '10: Proceedings of the Sixth Annual Workshop on Cyber Security and Information Intelligence Research, pages 33:1--33:3, 2010.

Time Series Change Detection: Algorithms for Land Cover Change
S. Boriah. PhD thesis, University of Minnesota, 2010.

Detecting Ecosystem Disturbances and Land Cover Change using Data Mining.
S. Boriah, V. Kumar, M. Steinbach, P.-N. Tan, C. Potter, and S. Klooster. In H. Kargupta, J. Han, P. Yu, R. Motwani, and V. Kumar, editors, Next Generation of Data Mining, CRC Press, 2009.

Language and Library Support for Climate Data Applications
E. Van Wyk, V. Kumar, M. Steinbach, S. Boriah, and A. Choudhary. In Proceedings of Workshop on Software Research and Climate Change (WSRCC), held at OOPSLA 2009, 2009.

New Projections of Global Forest Carbon and Ecosystems at Risk for Increased Greenhouse Gas Emissions From Disturbance and Forest Degradation.
S. Klooster, C. S. Potter, V. B. Genovese, P. M. Gross, V. Kumar, S. Boriah, V. Mithal, and J. Castilla-Rubio. In AGU Fall Meeting, 2009.

A Framework for Exploring Categorical Data
V. Chandola, S. Boriah, and V. Kumar. In SDM 2009: Proceedings of the 9th SIAM International Conference on Data Mining, 2009.

Terrestrial vegetation dynamics and global climate controls
C. Potter, S. Boriah, M. Steinbach, V. Kumar, and S. Klooster. Climate Dynamics, 31(1):67--78, 2008.

Terrestrial Vegetation Dynamics and Global Climate Controls in North America: 2001--2005.
C. Potter, S. Boriah, M. Steinbach, V. Kumar, and S. Klooster. Earth Interactions, 12(8):1--12, 2008.

Land Cover Change Detection: A Case Study
S. Boriah, V. Kumar, M. Steinbach, C. Potter, and S. Klooster. In KDD '08: Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 857--865, 2008.

Similarity Measures for Categorical Data: A Comparative Evaluation
S. Boriah, V. Chandola, and V. Kumar. In SDM 2008: Proceedings of the 8th SIAM International Conference on Data Mining, pages 243--254, 2008.

Revealing Land Cover Change in California With Satellite Data
C. Potter, V. Genovese, P. Gross, S. Boriah, M. Steinbach, and V. Kumar. Eos Trans. AGU, 88(26):269, 2007.

Terrestrial Vegetation Dynamics, Global Climate Controls, and Extreme Events.
S. Klooster, C. Potter, S. Boriah, M. Steinbach, and V. Kumar. In AGU Fall Meeting, 2006.

The Application of Clustering to Earth Science Data: Progress and Challenges
M. Steinbach, P.-N. Tan, S. Boriah, V. Kumar, S. Klooster, and C. Potter. In Proceedings of the 2nd NASA Data Mining Workshop, 2006.

Predicting Land Climate Using Ocean Data
S. Boriah, G. Simon, M. Naorem, M. Steinbach, and V. Kumar. In TDM 2004: Proceedings of the 3rd SIGKDD Workshop on Mining Temporal and Sequential Data, 2004.