Machine Learning and Neural Networks

    Journal
  1. R.Krishnan, G.Sivakumar and P. Bhattacharyya, Extracting Decision Trees from Trained Neural Networks, Pattern Recognition Journal (PR), Volume 32, December, 1999.
  2. Emad A. Fahdel and P. Bhattacharyya Application of Steerable Transform Using Neural Networks for Signature Verification, Pattern Analysis and Application Journal, Volume 2, No. 2, Springer London, June, 1999.
  3. R.Krishnan, G.Sivakumar and P. Bhattacharyya, A Search Technique for Rule Extraction from Trained Neural Networks, Pattern Recognition Letters, Volume 20, March, 1999.
  4. R. Patil, P.E. Nagaraj, P. Bhattacharyya and A. Paulraj, Tactical Air Route Planning, Journal of Institute of Electrical and Telecommunication Engineers, Vol. 34, No. 3, 1988.

    5. International Conferences

  5. V. Sindhwani, P. Bhattacharyya and S. Rakshit, Information Theoretic Feature Crediting in Multiclass Support Vector Machines, SIAM International Conference on Data Mining (SDM 2001), Chicago, USA, April, 2001.
  6. Emad A. Fahdel, P. Bhattacharyya Ability of Neural Network for Off-line Signature Verification , International Conference on Knowledge Based Computer Systems (KBCS 2000), Mumbai, India, December, 2000.
  7. Gopa Sen, P. Bhattacharyya Rule Extraction from Real Valued Neural Networks , International Conference on Applied Pattern Recognition and Digital Techniques, Calcutta, India, December 1999.
  8. S. Iyer and P. Bhattacharyya, A Measure of Separability of Training Sets for Hidden Layer Size Estimation in Neural Nets , International Conference on Knowledge Based Computer Systems (KBCS 1998), Mumbai, December, 1998.
  9. S. Roychowdhury, S.Sengupta and P. Bhattacharyya, Manpower Planning Using Case Based Reasoning: The Selector , International Conference on Knowledge Based Computer Systems (KBCS 1998), Mumbai, December, 1998.
  10. R. Amit and P. Bhattacharyya, Layered Neural Maps for Multimodal Coordination, International Conference on Computer and Information Technology (ICCIT'98), Dhaka, December, 1998.
  11. R.Krishnan, G.Sivakumar and P. Bhattacharyya, Extracting Decision Trees from Trained Neural Networks, International Conference on Neural information Processing (ICONIP/JNNS 1998), Kitakyushu, Japan, October, 1998.
  12. P.Bhattacharyya, S.Sundararaman, Exact Learning of \MU Monotone DNF Formulas by Neural Nets , International Symposium on Intelligent Robotics (ISIR 1995), M.Vidyasagar (ed.), McGraw Hill, Bangalore, December, 1995.
  13. P.Bhattacharyya and S.Sanyal,Learning in Connectionist Expert System, in European Conference on Artificial Neural Nets (EANN 1995), Helsinki, Finland, August, 1995.
  14. P.Bhattacharyya, V. Gupta and R.Vijaykumar, Word Processing Using Neural Nets, Knowledge and Inferencing Conference (KI-94), Saarbruchen, Germany, July 1994.
  15. P. Bhattacharyya and G. Nagaraja, Learning a Class of Regular Languages in the Probably Approximately Correct Learnability Framework of Valiant, Grammatical Inference: Theory, Applications and Alternatives, Colloquium on Grammatical Inference, IEE Digest, no. 1993/092, (London:IEE), April, 1993.
  16. P. Bhattacharyya and G. Nagaraja, Probably Approximately Correct Learning of Hopfield Nets, International Symposium on Intelligent Robotics (ISIR 1993), M.Vidyasagar (ed.), Narosa Publishing House, Bangalore, India, January, 1993.
  17. Pramod Srivastava and P. Bhattacharyya, A Connectionist Expert System Shell EUREKA, International Symposium on Intelligent Robotics (ISIR 1993), Bangalore, India, M.Vidyasagar (ed.), Narosa Publishing House,January, 1993.
  18. K. Subramani and P. Bhattacharyya, Learning Through Perturbation, International Symposium on Intelligent Robotics (ISIR 1993), Bangalore, India, M.Vidyasagar (ed.), Narosa Publishing House, January, 1993.
  19. P. Bhattacharyya and G. Nagaraja, Learning of Classes of Regular and Linear Languages in Valiant's Learnability Framework, in Lecture Notes in Computer Science (LNCS, Vol. 761, Springer Verlag (pub.), 1993.
    (Also International Conference on Foundations of Software Technology and Theoretical Computer Science (FST & TCS), Mumbai, December, 1992.)

    20. National Conferences

  20. E.A.Fahdel, P. Bhattacharyya, Signature Verification Based on a Steerable Wavelet Feature Extraction and Neural Network Classification , in Indian Conference on Computer Vision, Graphics and Image Processing, Delhi, Dec, 1998.
  21. S.Gurumurthy, P. Bhattacharyya, Logical Inferencing in Neural Networks, National Seminar on Neural Networks, Kochin, India, September, 1998.
  22. C.K.Bhensdadia and P.Bhattacharyya, A Neural Net Based System for Extraction of Classification Rules from Databases, National Conference on Neural Nets, Chennai, July, 1997.
  23. L.Rawtani and P.Bhattacharyya, A Connectionist Expert System, National Conference on Neural Nets, Chennai, July, 1995.
  24. M. Shaijan and P. Bhattacharyya, Adaptive Systems Using Neural Networks, Artificial Intelligence and Physical Systems Conference, Mumbai, December 1992.