Machine Learning, Active Machine Learning, Deep Learning, Active Deep Learning

PUBLICATIONS (SCI/E-Indexed Journals)
• P Kumar, A Gupta, A. Active instance selection via parametric equation and instance overlap aware scheme.
Applied Intelligence, 52, 994–1012,2022.
• P Kumar, A Gupta, Overlap Aware Active Learning Query Strategies for Pool Based Scenario, IETE Technical Review, 38, 347-356, 2021.
• P Kumar, A Gupta, Active Learning Query Strategies for Classification, Regression, and Clustering: A
Survey. Journal of Computer Science and Technology, 35, 913–945, 2020.
• M Rani, SB Dhok, RB Deshmukh, P Kumar, Compressed Signal Classification Using Informed Instance
Selection, IETE Technical Review, 38, 206-220, 2021.
• M Rani, SB Dhok, RB Deshmukh, P Kumar, Overlap Aware Compressed Signal Classification, IEEE Access,
IEEE Access, 8, 52950-52967, 2020.

M.Tech

1. Deepak Negi (Ongoing) – Enhancing Network Intrusion Detection using Active Learning
2. Shubhendu Sharma (Ongoing) – A Density-Based Active Learning Framework Leveraging Self-Supervised Features
3. Chandresh Kumar (Ongoing)
4. Mahendr Kumar  (Ongoing)