Shyam Boriah

发表

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

Vipin Kumar, Karsten Steinhaeuser, Ankush Khandelwal, 2013, SDM.

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

Vipin Kumar, James H. Faghmous, Shyam Boriah, 2013, AAAI.

Importance of vegetation type in forest cover estimation

Michael Lau, Anuj Karpatne, Vipin Kumar, 2012, 2012 Conference on Intelligent Data Understanding.

Varun Chandola, Shyam Boriah, Vipin Kumar, 2008, SDM 2008.

Unsupervised Method for Water Surface Extent Monitoring Using Remote Sensing Data

Vipin Kumar, Xi C. Chen, Sichao Shi, 2015 .

A Comparative Study Of Algorithms For Land Cover Change

Vipin Kumar, Michael S. Steinbach, Ashish Garg, 2010, CIDU.

A reference based analysis framework for analyzing system call traces

Vipin Kumar, Varun Chandola, Shyam Boriah, 2010, CSIIRW '10.

Gopher: Global observation of Planetary Health and Ecosystem Resources

Vipin Kumar, Michael S. Steinbach, Ashish Garg, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

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

Michael Lau, Ashish Garg, Christopher Potter, 2011, CIDU.

A MODEL-FREE TIME SERIES SEGMENTATION APPROACH FOR LAND COVER CHANGE DETECTION

Vipin Kumar, Michael S. Steinbach, Ashish Garg, 2011, CIDU 2011.

A STUDY OF TIME SERIES NOISE REDUCTION TECHNIQUES IN THE CONTEXT OF LAND COVER CHANGE DETECTION

Xi C. Chen, Shyam Boriah, Varun Mithal, 2011, CIDU 2011.

EddyScan: A physically consistent ocean eddy monitoring application

Vipin Kumar, James H. Faghmous, Shyam Boriah, 2012, 2012 Conference on Intelligent Data Understanding.

Automated detection of forest cover changes

Vipin Kumar, Michael S. Steinbach, Ashish Garg, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Contextual Time Series Change Detection

Vipin Kumar, Snigdhansu Chatterjee, Xi C. Chen, 2013, SDM.

A Framework for Exploring Categorical Data

Vipin Kumar, Varun Chandola, Shyam Boriah, 2009, SDM.

A new data mining framework for forest fire mapping

Michael Lau, Vipin Kumar, Anuj Karpatne, 2012, 2012 Conference on Intelligent Data Understanding.

Preface to the International Workshop on Spatial and Spatio-Temporal Data Mining

Dimitrios Gunopulos, Eamonn J. Keogh, Alfredo Cuzzocrea, 2011, IEEE ICDM 2011.

Vipin Kumar, Varun Chandola, Shyam Boriah, 2008, SDM.

Earth Science Applications of Sensor Data

Anuj Karpatne, Vipin Kumar, Michael S. Steinbach, 2013, Managing and Mining Sensor Data.

Approximate Search on Massive Spatiotemporal Datasets

Vipin Kumar, Karsten Steinhaeuser, Shyam Boriah, 2012, 2012 IEEE 12th International Conference on Data Mining Workshops.

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

Vipin Kumar, Karsten Steinhaeuser, Steven A. Klooster, 2012, 2012 Conference on Intelligent Data Understanding.

Integrating Parallel and Distributed Data Mining Algorithms into the NASA Earth Exchange (NEX)

Ramakrishna R. Nemani, Kamalika Das, Ankush Khandelwal, 2014 .

Land cover change detection: a case study

Vipin Kumar, Michael S. Steinbach, Christopher Potter, 2008, KDD.

Predictive Learning in the Presence of Heterogeneity and Limited Training Data

Anuj Karpatne, Vipin Kumar, Ankush Khandelwal, 2014, SDM.

Detecting Ecosystem Disturbances and Land Cover Change Using Data Mining

Pang-Ning Tan, Pang-Ning Tan, Christopher Potter, 2008, Next Generation of Data Mining.

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

Vipin Kumar, James H. Faghmous, Shyam Boriah, 2012, AAAI.

Monitoring global forest cover using data mining

Vipin Kumar, Michael S. Steinbach, Ashish Garg, 2011, TIST.

Terrestrial Vegetation Dynamics and Global Climate Controls in North America: 2001–05

Christopher Potter, Shyam Boriah, Michael Steinbach, 2008 .

Toward enhanced understanding and projections of climate extremes using physics-guided data mining techniques

Wei-keng Liao, James H. Faghmous, Ankit Agrawal, 2014 .

Revealing Land Cover Change in California With Satellite Data

Christopher Potter, Shyam Boriah, Michael Steinbach, 2007 .