About:

Hello, welcome to my home page. I am an Assistant Professor in the Department of Computer Science and Engineering at Indian Institute of Information Technology, Guwahati. I joined IIITG in June, 2019. I received the B.Tech. degree in computer science and engineering from the West Bengal University of Technology, Kolkata, India; the M.Tech. degree in computer science and engineering from the National Institute of Technology, Durgapur, India; and the Ph.D. degree in engineering from the Jadavpur University, Kolkata, India, in 2010, 2012, and 2019, respectively. I was a Visiting Researcher and a Visiting Scientist at the Indian Statistical Institute, Kolkata. You can find my profiles in the following links: Google Scholar, DBLP, ORCID (0000-0002-9368-758X), Scopus (5369674100), and ResearchGate. You can find my CV here.

Research Interests:

Evolutionary Computation, Machine Learning, and Neural Networks.

Teaching:

At IIITG, I teach:

  • Evolutionary Computation (Open Elective) - Monsoon, 2019.

Publications:

Journals
  1. Kaustuv Nag and Nikhil Ranjan Pal, “Feature Extraction and Selection for Parsimonious Classifiers With Multiobjective Genetic Programming,” IEEE Transactions on Evolutionary Computation, in Early Access, 2019, DOI: 10.1109/TEVC.2019.2927526. [Link]
  2. Kaustuv Nag, Tandra Pal, Rajani Kanta Mudi, and Nikhil Ranjan Pal, “Robust Multiobjective Optimization with Robust Consensus,” IEEE Transactions on Fuzzy Systems, vol. 26, no. 6, pp. 3743-3754, 2018. [Link]
  3. Prasenjit Dey, Kaustuv Nag, Tandra Pal, and Nikhil Ranjan Pal. “Regularizing Multilayer Perceptron for Robustness,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 48, no. 8, pp. 1255-1266, 2018. [Link]
  4. Kaustuv Nag and Nikhil Ranjan Pal, “A Multiobjective Genetic Programming Based Ensemble for Simultaneous Feature Selection and Classification,” IEEE Transactions on Cybernetics, vol. 46, no. 2, pp. 499-510, 2015. [Link]
  5. Kaustuv Nag, Tandra Pal, and Nikhil Ranjan Pal, “ASMiGA: An Archive Based Steady-State Micro Genetic Algorithm,” IEEE Transactions on Cybernetics, vol. 45, no. 1, pp. 40-52, 2014. [Link]
  6. Saurajyoti Kar, Kaustuv Nag, Abhishek Dutta, Denis Constales, and Tandra Pal, “An improved cellular automata model of enzyme kinetics based on genetic algorithm.” Chemical Engineering Sciences, vol. 110, pp. 105-118, 2014. [Link]
Book Chapters
  1. Kaustuv Nag and Nikhil Ranjan Pal, “Genetic Programming for Classification and Feature Selection,” in Evolutionary and Swarm Intelligence Algorithms, Springer, 2019, pp. 119-141. [Link]
Conferences
  1. Kaustuv Nag, Tandra Pal, and Nikhil Ranjan Pal, “Robust consensus: A new measure for multicriteria robust group decision making problems using evolutionary approach,” International Conference on Artificial Intelligence and Soft Computing, pp. 384-394, Springer, 2014. [Link]
  2. Kaustuv Nag and Tandra Pal, “A new archive based steady state genetic algorithm,” 2012 IEEE Congress on Evolutionary Computation (CEC), pp. 1-7, IEEE, 2012. [Link]

Dr. Kaustuv Nag

Assistant Professor (CSE)

PhD (Jadavpur University)

Email:

kaustuv.nag@gmail.com

Contact:

9232682253