Varun Mithal

发表

A Comparative Study Of Algorithms For Land Cover Change

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

Global Monitoring of Inland Water Dynamics: State-of-the-Art, Challenges, and Opportunities

Xi Chen, Anuj Karpatne, Vipin Kumar, 2016, Computational Sustainability.

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

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

Mapping Burned Areas in Tropical forests using MODIS data

Vipin Kumar, Varun Mithal, N. Oza, 2016 .

Understanding Anomaly Detection Techniques for Symbolic Sequences

Varun Mithal, V. Chandola, 2009 .

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 .

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.

TE2Rules: Extracting Rule Lists from Tree Ensembles

Varun Mithal, Xiaotong Chen, G. R. Lal, 2022, ArXiv.

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

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

Classifying Multivariate Time Series by Learning Sequence-level Discriminative Patterns

Vipin Kumar, Xiaowei Jia, Varun Mithal, 2018, SDM.

An Attentive Survey of Attention Models pdf

Rohan Ramanath, Gungor Polatkan, Varun Mithal, 2019, ACM Trans. Intell. Syst. Technol..

Post Classification Label Refinement Using Implicit Ordering Constraint Among Data Instances

Vipin Kumar, Ankush Khandelwal, Varun Mithal, 2015, 2015 IEEE International Conference on Data Mining.

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.

Explainable AI in Industry

Ankur Taly, Sahin Cem Geyik, Krishnaram Kenthapadi, 2019, KDD.

EddyScan: A physically consistent ocean eddy monitoring application

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

Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework

Vipin Kumar, Ramakrishna R. Nemani, Ankush Khandelwal, 2018, Remote. Sens..

RAPT: Rare Class Prediction in Absence of True Labels

Vipin Kumar, Ramakrishna R. Nemani, Ankush Khandelwal, 2017, IEEE Transactions on Knowledge and Data Engineering.

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

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

Comparative Evaluation of Anomaly Detection Techniques for Sequence Data

Vipin Kumar, Varun Chandola, Varun Mithal, 2008, 2008 Eighth IEEE International Conference on Data Mining.

Mapping Burned Areas in Tropical forests using MODIS data

Vipin Kumar, Varun Mithal, N. Oza, 2016 .

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.

Explainable AI in Industry: Practical Challenges and Lessons Learned

Ankur Taly, Sahin Cem Geyik, Krishnaram Kenthapadi, 2020, WWW.

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 .

Multiple Instance Learning for bags with Ordered instances

Varun Mithal, Guruprasad Nayak, Varun Mithal, 2017 .

Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data pdf

Xiaowei Jia, Vipin Kumar, Rahul Ghosh, 2020, SDM.

A new data mining framework for forest fire mapping

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

Monitoring global forest cover using data mining

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

A reference based analysis framework for understanding anomaly detection techniques for symbolic sequences

Vipin Kumar, Varun Mithal, V. Chandola, 2014, Data Mining and Knowledge Discovery.

NN2Rules: Extracting Rule List from Neural Networks

Varun Mithal, G. R. Lal, 2022, ArXiv.

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.

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

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