S. Boriah

发表

Time series change detection: algorithms for land cover change

Vipin Kumar, S. Boriah, 2010 .

A Comparative Study Of Algorithms For Land Cover Change

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

Terrestrial vegetation dynamics and global climate controls

M. Steinbach, Vipin Kumar, S. Boriah, 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 .

TR 08-009 Land Cover Change Detection using Data Mining Techniques

Vipin Kumar, S. Boriah, C. Potter, 2008 .

New Algorithms for Detecting Forest Fires on a Global Scale 1 From MODIS Time Series Analysis

Xi C. Chen, A. Karpatne, M. Steinbach, 2012 .

A Data Mining Framework for Forest Fire Mapping

Xi C. Chen, A. Karpatne, M. Steinbach, 2012 .

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

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

Supplement for " Contextual Time Series Change Detection " Technical Report Supplement for " Contextual Time Series Change Detection " Contextual Time Series Change Detection

Xi C. Chen, Vipin Kumar, S. Boriah, 2013 .

TR 12-018 Contextual Time Series Change Detection

Xi C. Chen, Vipin Kumar, S. Boriah, 2012 .

INCORPORATING NATURAL VARIATION OF TIME SERIES IN THE CHANGE DETECTION FRAMEWORK TO IDENTIFY ABRUPT FOREST DISTURBANCES

M. Steinbach, Vipin Kumar, S. Boriah, 2011 .

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.

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

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

Predictive Learning in the Presence of Heterogeneity and Limited Training Data

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

Terrestrial Ecosystem Carbon Fluxes Predicted from MODIS Satellite Data and Large-Scale Disturbance Modeling

Vipin Kumar, S. Boriah, Varun Mithal, 2012 .

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

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

Earth Science Applications of Sensor Data

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

The Application of Clustering to Earth Science Data : Progress and Challenges

M. Steinbach, Vipin Kumar, P. Tan, 2006 .

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

Christopher Potter, Shyam Boriah, Michael Steinbach, 2008 .

EddyScan: A physically consistent ocean eddy monitoring application

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

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

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

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

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

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.

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

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

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

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

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

M. Steinbach, Vipin Kumar, S. Boriah, 2011, CIDU 2011.

INCORPORATING NATURAL VARIATION INTO TIME SERIES-BASED LAND COVER CHANGE IDENTIFICATION

M. Steinbach, Vipin Kumar, S. Boriah, 2011 .

A new data mining framework for forest fire mapping

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

Importance of vegetation type in forest cover estimation

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

Monitoring global forest cover using data mining

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

A Framework for Exploring Categorical Data

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

Contextual Time Series Change Detection

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

Unsupervised Method for Water Surface Extent Monitoring Using Remote Sensing Data

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

Automated detection of forest cover changes

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

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.

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

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

Land cover change detection: a case study

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

INCORPORATING NATURAL VARIATION INTO TIME SERIES-BASED LAND COVER CHANGE IDENTIFICATION

M. Steinbach, Vipin Kumar, S. Boriah, 2011 .

Detecting Ecosystem Disturbances and Land Cover Change Using Data Mining

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