Varun Mithal

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.

RAPT: Rare Class Prediction in Absence of True Labels

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

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

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

Classifying Multivariate Time Series by Learning Sequence-level Discriminative Patterns

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

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.

A Comparative Study Of Algorithms For Land Cover Change

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

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.

An Attentive Survey of Attention Models pdf

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

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

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

Explainable AI in Industry: Practical Challenges and Lessons Learned

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

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

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

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.

Spatio-temporal classification at multiple resolutions using multi-view regularization

Vipin Kumar, Varun Mithal, Xiaowei Jia, 2019, 2019 IEEE International Conference on Big Data (Big Data).

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.

A new data mining framework for forest fire mapping

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

Explainable AI in Industry

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

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

Vipin Kumar, Varun Chandola, Varun Mithal, 2013, Data Mining and Knowledge Discovery.

Earth Science Applications of Sensor Data

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

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: implications tutorial

Ankur Taly, Sahin Cem Geyik, Krishnaram Kenthapadi, 2020, FAT*.

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

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

Comparative Evaluation of Anomaly Detection Techniques for Sequence Data

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

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

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

Monitoring global forest cover using data mining

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

Multiple Instance Learning for bags with Ordered instances

Varun Mithal, Guruprasad Nayak, Varun Mithal, 2017 .

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

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