I try to get my hands dirty on Machine Learning (a fancy name for statistics + computer programming), Natural Language Processing, Big Data Processing, and ML guided Artificial Intelligence.
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A Stratified Seed Selection Algorithm for K-means Clustering on Big Data by Bajpai N., Paik J. H., Sarkar S. IEEE Transactions on Artificial Intelligence - (Accepted/In-Press)
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A wrapper feature selection approach using Markov blankets by Hassan A., Paik J. H., Khare S. R. Pattern Recognition - (2025)
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Balanced Seed Selection for K-means Clustering with Determinantal Point Process by Bajpai N., Paik J. H., Sarkar S. Pattern Recognition - (Accepted/In-Press)
Principal Investigator
- AI Driven App for Silkworm Counting using Deep Learning Approaches CENTRAL SERICULTURE RESEARCH
- TCS ION Industry Honor Certification Product: Big Data Analytics Advanced Tata Consultancy Services
Ph. D. Students
Dipojjwal Ghosh
Area of Research: marketing analytics
Madhusudan Verma
Area of Research: Machine Learning Theory
Nazeer Haider
Area of Research: Machine Learning
Rohan Saha
Area of Research: Deep Learning
Sayantan Saha
Area of Research: Machine Learning
Soumyadipta Banerjee
Area of Research: Deep Learning
Sudip Kumar Bhattacharya
Area of Research: Complex system simulation
Trishita Mukherjee
Area of Research: Graph Machine Learning
