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Sobhan Sarkar

Assistant Professor, Information Systems & Business Analytics · Indian Institute of Management Ranchi

https://researchid.co/sobhan.sarkar
@iimranchi.ac.in
77Scopus Publications
2712Google Scholar Citations
27Google Scholar h-index
55Google Scholar i10-index

Research Interests

Information Systems, Machine Learning, Operations Research

Biography

I am currently serving as an Assistant Professor at IIM Ranchi, India in Information Systems & Business Analytics area. I served as a Post-doctoral Fellow (PDF) in the Management Science Division of Business School at the University of Edinburgh, UK. I received my Ph.D. degree from the Department of Industrial & Systems Engineering of IIT Kharagpur (India), and both ME and BE degrees from the Department of Production Engineering of Jadavpur University (India). My domain of research includes theoretical improvement and applications of data analytics using machine learning (ML), data mining (DM), and Operations Research (OR) approaches. So far, I have published 19 journal papers, 21 book chapters, and 23 conference papers. I have been serving as a reviewer in 48 peer-reviewed top-tier journals, including Information Sciences, Automation in Construction, Applied Soft Computing, International Journal of Industrial Ergonomics, Computers & Industrial Engineering, and Safety Science.

Education

Ph.D. (Jul, 2014 - Aug, 2019) - Department of Industrial & Systems Engineering, IIT Kharagpur, India M.E. (Aug, 2012 - May, 2014) - Department of Production Engineering, Jadavpur University, India. B.E. (Aug, 2005 - May, 2009) - Department of Production Engineering, Jadavpur University, India.

Recent Scopus Publications

  1. FGI-CogViT: Fuzzy Granule-based Interpretable Cognitive Vision Transformer for Early Detection of Alzheimer’s Disease using MRI Scan Images
    Information Systems Frontiers, 2026
  2. Soil Fertility Detection Using Reinforcement Learning-Based Recurrent Neural Network
    Lecture Notes in Networks and Systems, 2026
  3. Eye-Tracking-Based Packaging Analysis for Toy Industry Using Bayesian Belief Networks and Evidential Reasoning Approach
    Lecture Notes on Multidisciplinary Industrial Engineering, 2026
  4. Toward Early Parkinson’s Disease Detection: A Novel RL-CNN-Based Approach
    Lecture Notes on Multidisciplinary Industrial Engineering, 2026
  5. Social Media Sentiment Analysis of Impacts of COVID-19 on Mothers and Children
    Lecture Notes on Multidisciplinary Industrial Engineering, 2026

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