Incremental Dual-memory LSTM in Land Cover Prediction. - Xiaowei Jia; Ankush Khandelwal; Guruprasad Nayak; James Gerber; Kimberly Carlson; Paul C. West; Vipin Kumar 001 (KDD, 2017)

Predict Land Covers with Transition Modeling and Incremental Learning. - Xiaowei Jia; Ankush Khandelwal; Guruprasad Nayak; James Gerber; Kimberly Carlson; Paul C. West; Vipin Kumar 001 (SDM, 2017)

RAPT: Rare Class Prediction in Absence of True Labels. - Varun Mithal; Guruprasad Nayak; Ankush Khandelwal; Vipin Kumar 001; Nikunj C. Oza; Ramakrishna R. Nemani (IEEE Trans. Knowl. Data Eng., 2017)

Classifying Multivariate Time Series by Learning Sequence-level Discriminative Patterns. - Guruprasad Nayak; Varun Mithal; Xiaowei Jia; Vipin Kumar 001 (SDM, 2018)

Automated Knowledge Hierarchy Assessment. - Guruprasad Nayak; Sourav Dutta 001; Deepak Ajwani; Patrick K. Nicholson; Alessandra Sala (ProfS/KG4IR/Data:Search@SIGIR, 2018)

Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework. - Varun Mithal; Guruprasad Nayak; Ankush Khandelwal; Vipin Kumar 001; Ramakrishna R. Nemani; Nikunj C. Oza (Remote. Sens., 2018)

Spatio-temporal classification at multiple resolutions using multi-view regularization. - Guruprasad Nayak; Rahul Ghosh; Xiaowei Jia; Varun Mithal; Vipin Kumar 001 (IEEE BigData, 2019)

Spatial Context-Aware Networks for Mining Temporal Discriminative Period in Land Cover Detection. - Xiaowei Jia; Sheng Li 001; Ankush Khandelwal; Guruprasad Nayak; Anuj Karpatne; Vipin Kumar 001 (SDM, 2019)

Classifying Heterogeneous Sequential Data by Cyclic Domain Adaptation: An Application in Land Cover Detection. - Xiaowei Jia; Guruprasad Nayak; Ankush Khandelwal; Anuj Karpatne; Vipin Kumar 001 (SDM, 2019)

Automated assessment of knowledge hierarchy evolution: comparing directed acyclic graphs. - Guruprasad Nayak; Sourav Dutta 001; Deepak Ajwani; Patrick K. Nicholson; Alessandra Sala (Inf. Retr. J., 2019)

Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data. - Guruprasad Nayak; Rahul Ghosh; Xiaowei Jia; Varun Mithal; Vipin Kumar 001 (SDM, 2020)

Weakly Supervised Classification Using Group-Level Labels. - Guruprasad Nayak; Rahul Ghosh; Xiaowei Jia; Vipin Kumar 001 (CoRR, 2021)

Deep Layers Beware: Unraveling the Surprising Benefits of JPEG Compression for Image Classification Pre-processing. - Guruprasad Nayak; Gerald Friedland (ISM, 2023)