Debrup Chakraborty Senior Research Fellow Electronics and Communication  Sciences Unit Indian Statistical Institute Calcutta 700108 India [email protected]

Research Interests: Pattern Recognition
                                  Neural Networks
                                  Neuro-fuzzy integration schemes

Education             : Bachelor of Engg. (Mechanical Engineering), Jadavpur University, Calcutta (1997)
                                Master of Technology (Computer Science), Indian Statistical Institute, Calcutta (1999)

Publications:

Journals:

1) Debrup Chakraborty and N.R. Pal, “A neuro-fuzzy scheme for simultaneous feature selection and fuzzy
    rule-based classification”, IEEE Transactions on Neural Networks, vol 15, no 1, pp. 110-123, 2004. [pdf]

2) Debrup Chakraborty and N.R. Pal, “A novel training scheme for multilayered perptrons to realize
    proper generalization and incremental learning”, IEEE Transactions on Neural Networks , vol 14,
    no 1, pp. 1-14,  January 2003. [pdf]

3) Debrup Chakraborty and N.R. Pal, "Integrated Feature Analysis and Fuzzy Rule-based System Identific-
    ation in a Neuro-Fuzzy Framework", IEEE Transactions on Systems Man and Cybernetics-B, vol 31, no 3,
    pp. 391-400, 2001. [pdf]

4) N.R. Pal and Debrup Chakraborty, "Mountain and Subtractive Clusturing Methods: Improvements
    and Generalizations", International Journal of Intelligent Systems, vol 15, no. 4, pp. 329-342,  April 2000.

Conference Proceedings:

5) Debrup Chakraborty and N.R. Pal, "Expanding the training set for better generalization in MLP",  Proceedings
    of International Conference on Communication, Devices and Intelligent Systems, CODIS-2004,
     pp. 454-457, 2004. [pdf]

6) N.R. Pal and Debrup Chakraborty, "Some new features for protein fold prediction", Proceedings of
    ICONIP 03, Istanbul, Turkey ,  pp. 1176- 1183, 2003. [pdf]

7) Debrup Chakraborty and N.R. Pal, "Two Connectionist Schemes for Selecting Groups of Features
    (Sensors)", Proceedings of FUZZ-IEEE 2003, pp. 161-166 , 2003. [pdf]

8) Debrup Chakraborty and N.R. Pal, “Making a multilayered perceptron say ‘Dont know' when it should”,
    ICONIP’02, Proceedings of the 9-th international conference on neural information processing, pp.
    45-49, 2002. 

9) Debrup Chakraborty and N.R. Pal, "Designing Rule Based Classifiers with on-Line Feature Selection -
    A Neuro Fuzzy Approach", Advances in soft computing -AFSS 2002, LNAI-2275, Springer,
    pp.  251-259, 2002.