Varun Mithal

29 papers A* 4A 3C 2Journal 9Unranked 9
YearRankTypeTitle / Venue / Authors
2022 J jnl
NN2Rules: Extracting Rule List from Neural Networks.
CoRR
G. Roshan Lal, Varun Mithal
2022 J jnl
TE2Rules: Extracting Rule Lists from Tree Ensembles.
CoRR
G. Roshan Lal, Xiaotong Chen, Varun Mithal
2021 J jnl
An Attentive Survey of Attention Models.
ACM Trans. Intell. Syst. Technol.
Sneha Chaudhari, Varun Mithal, Gungor Polatkan, Rohan Ramanath
2020 — conf
Explainable AI in Industry: Practical Challenges and Lessons Learned.
WWW (Companion Volume)
Krishna Gade, Sahin Cem Geyik, Krishnaram Kenthapadi, Varun Mithal, Ankur Taly
2020 — conf
Explainable AI in industry: practical challenges and lessons learned: implications tutorial.
FAT*
Krishna Gade, Sahin Cem Geyik, Krishnaram Kenthapadi, Varun Mithal, Ankur Taly
2020 A conf
Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data.
SDM
Guruprasad Nayak, Rahul Ghosh, Xiaowei Jia, Varun Mithal, Vipin Kumar
2020 J jnl
Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data.
CoRR
Guruprasad Nayak, Rahul Ghosh, Xiaowei Jia, Varun Mithal, Vipin Kumar
2019 J jnl
An Attentive Survey of Attention Models.
CoRR
Sneha Chaudhari, Gungor Polatkan, Rohan Ramanath, Varun Mithal
2019 A* conf
Explainable AI in Industry.
KDD
Krishna Gade, Sahin Cem Geyik, Krishnaram Kenthapadi, Varun Mithal, Ankur Taly
2019 — conf
Spatio-temporal classification at multiple resolutions using multi-view regularization.
IEEE BigData
Guruprasad Nayak, Rahul Ghosh, Xiaowei Jia, Varun Mithal, Vipin Kumar
2018 A conf
Classifying Multivariate Time Series by Learning Sequence-level Discriminative Patterns.
SDM
Guruprasad Nayak, Varun Mithal, Xiaowei Jia, Vipin Kumar
2018 J jnl
Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework.
Remote. Sens.
Varun Mithal, Guruprasad Nayak, Ankush Khandelwal, Vipin Kumar, Ramakrishna R. Nemani, Nikunj C. Oza
2017 J jnl
RAPT: Rare Class Prediction in Absence of True Labels.
IEEE Trans. Knowl. Data Eng.
Varun Mithal, Guruprasad Nayak, Ankush Khandelwal, Vipin Kumar, Nikunj C. Oza, Ramakrishna R. Nemani
2016 — ch.
Global Monitoring of Inland Water Dynamics: State-of-the-Art, Challenges, and Opportunities.
Computational Sustainability
Anuj Karpatne, Ankush Khandelwal, Xi Chen, Varun Mithal, James H. Faghmous, Vipin Kumar
2015 A* conf
Post Classification Label Refinement Using Implicit Ordering Constraint Among Data Instances.
ICDM
Ankush Khandelwal, Varun Mithal, Vipin Kumar
2014 J jnl
A reference based analysis framework for understanding anomaly detection techniques for symbolic sequences.
Data Min. Knowl. Discov.
Varun Chandola, Varun Mithal, Vipin Kumar
2013 A conf
Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping.
SDM
Shyam Boriah, Ankush Khandelwal, Vipin Kumar, Varun Mithal, Karsten Steinhaeuser
2013 — ch.
Earth Science Applications of Sensor Data.
Managing and Mining Sensor Data
Anuj Karpatne, James H. Faghmous, Jaya Kawale, Luke Styles, Mace Blank, Varun Mithal, Xi Chen, Ankush Khandelwal, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach, Vipin Kumar, Stefan Liess
2013 A* conf
Multiple Hypothesis Object Tracking For Unsupervised Self-Learning: An Ocean Eddy Tracking Application.
AAAI
James H. Faghmous, Muhammed Uluyol, Luke Styles, Matthew Le, Varun Mithal, Shyam Boriah, Vipin Kumar
2012 — conf
A new data mining framework for forest fire mapping.
CIDU
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
2012 — conf
EddyScan: A physically consistent ocean eddy monitoring application.
CIDU
James H. Faghmous, Luke Styles, Varun Mithal, Shyam Boriah, Stefan Liess, Vipin Kumar, Frode Vikebø, Michel dos Santos Mesquita
2012 — conf
Time series change detection using segmentation: A case study for land cover monitoring.
CIDU
Varun Mithal, Zachary O'Connor, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar, Christopher Potter, Steven A. Klooster
2011 — conf
A Novel Time Series Based Approach to Detect Gradual Vegetation Changes in Forests.
CIDU
Yashu Chamber, Ashish Garg, Varun Mithal, Ivan Brugere, Vipin Kumar, Michael Lau, Michael S. Steinbach, Christopher Potter, Steven A. Klooster, Vikrant Krishna, Shyam Boriah
2011 C conf
Gopher: Global observation of Planetary Health and Ecosystem Resources.
IGARSS
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
2011 — conf
Incorporating Natural Variation into Time Series-Based Land Cover Change Detection.
CIDU
Varun Mithal, Ashish Garg, Ivan Brugere, Shyam Boriah, Vipin Kumar, Michael S. Steinbach, Christopher Potter, Steven A. Klooster
2011 J jnl
Monitoring global forest cover using data mining.
ACM Trans. Intell. Syst. Technol.
Varun Mithal, Ashish Garg, Shyam Boriah, Michael S. Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio
2010 — conf
A Comparative Study Of Algorithms For Land Cover Change.
CIDU
Shyam Boriah, Varun Mithal, Ashish Garg, Vipin Kumar, Michael S. Steinbach, Christopher Potter, Steven A. Klooster
2010 C conf
Automated detection of forest cover changes.
IGARSS
Shyam Boriah, Varun Mithal, Ashish Garg, Michael S. Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio
2008 A* conf
Comparative Evaluation of Anomaly Detection Techniques for Sequence Data.
ICDM
Varun Chandola, Varun Mithal, Vipin Kumar