Personal profile
About
Dr. Mukherjee has a Ph.D. in Decision and Information Systems from Carnegie Mellon University and a B.S. in Electrical Engineering from the Indian Institute of Technology, Kanpur. Prior to joining NSU, he was with the Department of Computer Information Systems at Baruch College, City University of New York. His publications appear in journals such as Management Science, Journal of the American Statistical Association, IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE, Transactions on Knowledge and Data Engineering, Discrete Applied Mathematics, Journal of Systems and Software, Operations Research Letters, Optimization Letters, Pattern Recognition Letters, Environmental Management, Journal of Organizational Computing, and Annals of Operations Research. Sumitra enjoys wildlife photography in national parks, particularly in the Serengeti ecosystem. He also enjoys exploring coral reefs.
Related documents
Education/Academic qualification
M.Phil., Carnegie Mellon University
Ph.D., Carnegie Mellon University
B.Tech., Indian Institute of Technology, Kanpur
Research Interests
- analytics
- data science
- machine learning
- artificial intelligence
- data security
Disciplines
- Engineering
- Computer Engineering
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Collaborations and top research areas from the last five years
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An Investigation of Methods for Improving Spatial Invariance of Convolutional Neural Networks for Image Classification
Noel, D. & Mukherjee, S., 2025, Artificial Intelligence and Applications - 26th International Conference, ICAI 2024, Held as Part of the World Congress in Computer Science, Computer Engineering and Applied Computing, CSCE 2024, Revised Selected Papers. Arabnia, H. R., Deligiannidis, L., Amirian, S., Shenavarmasouleh, F., Ghareh Mohammadi, F. & de la Fuente, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 33-50 18 p. (Communications in Computer and Information Science; vol. 2252 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Link opens in a new tab Scopus citations -
Exploring Data Augmentation and Stochastic Weight Averaging as an Alternative to Adversarial Training of Deep Neural Networks
Termini, A. & Mukherjee, S., 2025, Artificial Intelligence and Applications - 26th International Conference, ICAI 2024, Held as Part of the World Congress in Computer Science, Computer Engineering and Applied Computing, CSCE 2024, Revised Selected Papers. Arabnia, H. R., Deligiannidis, L., Amirian, S., Shenavarmasouleh, F., Ghareh Mohammadi, F. & de la Fuente, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 74-86 13 p. (Communications in Computer and Information Science; vol. 2252 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Regret-Minimization Heuristics for Identifying Monotone Boolean Functions
Laszlo, M. & Mukherjee, S., 2025, Scientific Computing and Bioinformatics and Computational Biology - 22nd International Conference, CSC 2024, and 25th International Conference, BIOCOMP 2024, Held as Part of the World Congress in Computer Science, Computer Engineering and Applied Computing, CSCE 2024. Hodson, D. D., Grimaila, M. R., Wagner, T. J., Arabnia, H. R. & Deligiannidis, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 113-122 10 p. (Communications in Computer and Information Science; vol. 2258 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Counting Star-Battle Configurations
Laszlo, M. & Mukherjee, S., Apr 24 2023, In: Mathematics in Computer Science. 17, 2, 8.Research output: Contribution to journal › Article › peer-review
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Teaching and Learning with GenAI: A Discussion with Members of the NSU WCC GenAI Learning Community
Dvorak, K., Snyder, M., Mason, E., Mukherjee, S., D'Amario, V., Milner, W., Orellana, A., Kitchens, J., Fitzpatrick, C. & Morris, M., Nov 2 2023.Research output: Contribution to conference › Presentation › peer-review
Press/Media
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Environmental Risk Planning and Performance: A Public Healthcare Sustainability Balanced Scorecard Case Study
1/1/25
1 item of Media coverage
Press/Media: Research