Shyam Boriah

According to our database, Shyam Boriah authored at least 23 papers between 2008 and 2014.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2014

Predictive Learning in the Presence of Heterogeneity and Limited Training Data.

Anuj Karpatne, Ankush Khandelwal, Shyam Boriah, Vipin Kumar

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

2013

Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping.

Shyam Boriah, Ankush Khandelwal, Vipin Kumar, Varun Mithal, Karsten Steinhaeuser

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Contextual Time Series Change Detection.

Xi C. Chen, Karsten Steinhaeuser, Shyam Boriah, Snigdhansu Chatterjee, Vipin Kumar

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Multiple Hypothesis Object Tracking For Unsupervised Self-Learning: An Ocean Eddy Tracking Application.

James H. Faghmous, Muhammed Uluyol, Luke Styles, Matthew Le, Varun Mithal, Shyam Boriah, Vipin Kumar

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Earth Science Applications of Sensor Data.

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

Proceedings of the Managing and Mining Sensor Data, 2013

2012

Approximate Search on Massive Spatiotemporal Datasets.

Ivan Brugere, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Time series change detection using segmentation: A case study for land cover monitoring.

Varun Mithal, Zachary O'Connor, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar, Christopher Potter, Steven A. Klooster

Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012

Importance of vegetation type in forest cover estimation.

Anuj Karpatne, Mace Blank, Michael Lau, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach, Vipin Kumar

Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012

EddyScan: A physically consistent ocean eddy monitoring application.

James H. Faghmous, Luke Styles, Varun Mithal, Shyam Boriah, Stefan Liess, Vipin Kumar, Frode Vikebø, Michel dos Santos Mesquita

Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012

A new data mining framework for forest fire mapping.

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

Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012

A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring.

James H. Faghmous, Yashu Chamber, Shyam Boriah, Frode Vikebø, Stefan Liess, Michel dos Santos Mesquita, Vipin Kumar

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Monitoring global forest cover using data mining.

Varun Mithal, Ashish Garg, Shyam Boriah, Michael S. Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio

ACM Trans. Intell. Syst. Technol., 2011

Gopher: Global observation of Planetary Health and Ecosystem Resources.

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

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Incorporating Natural Variation into Time Series-Based Land Cover Change Detection.

Varun Mithal, Ashish Garg, Ivan Brugere, Shyam Boriah, Vipin Kumar, Michael S. Steinbach, Christopher Potter, Steven A. Klooster

Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011

A Model-Free Time Series Segmentation Approach for Land Cover Change Detection.

Ashish Garg, Lydia Manikonda, Shashank Kumar, Vikrant Krishna, Shyam Boriah, Michael S. Steinbach, Durga Toshnival, Vipin Kumar, Christopher Potter, Steven A. Klooster

Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011

A Novel Time Series Based Approach to Detect Gradual Vegetation Changes in Forests.

Yashu Chamber, Ashish Garg, Varun Mithal, Ivan Brugere, Vipin Kumar, Michael Lau, Michael S. Steinbach, Christopher Potter, Steven A. Klooster, Vikrant Krishna, Shyam Boriah

Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011

2010

Automated detection of forest cover changes.

Shyam Boriah, Varun Mithal, Ashish Garg, Michael S. Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

A reference based analysis framework for analyzing system call traces.

Varun Chandola, Shyam Boriah, Vipin Kumar

Proceedings of the 6th Cyber Security and Information Intelligence Research Workshop, 2010

A Comparative Study Of Algorithms For Land Cover Change.

Shyam Boriah, Varun Mithal, Ashish Garg, Vipin Kumar, Michael S. Steinbach, Christopher Potter, Steven A. Klooster

Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010

2009

A Framework for Exploring Categorical Data.

Varun Chandola, Shyam Boriah, Vipin Kumar

Proceedings of the SIAM International Conference on Data Mining, 2009

2008

Similarity Measures for Categorical Data: A Comparative Evaluation.

Shyam Boriah, Varun Chandola, Vipin Kumar

Proceedings of the SIAM International Conference on Data Mining, 2008

Land cover change detection: a case study.

Shyam Boriah, Vipin Kumar, Michael S. Steinbach, Christopher Potter, Steven A. Klooster

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Detecting Ecosystem Disturbances and Land Cover Change Using Data Mining.

Shyam Boriah, Vipin Kumar, Michael S. Steinbach, Pang-Ning Tan, Christopher Potter, Steven A. Klooster

Proceedings of the Next Generation of Data Mining., 2008