Machine Learning and Neural Networks
Journal
- R.Krishnan, G.Sivakumar and P. Bhattacharyya, Extracting Decision
Trees from Trained Neural Networks, Pattern Recognition Journal (PR),
Volume 32, December, 1999.
- 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.
- R.Krishnan, G.Sivakumar and P. Bhattacharyya, A Search Technique for
Rule Extraction from Trained Neural Networks, Pattern Recognition
Letters, Volume 20, March, 1999.
- 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.
International Conferences
- 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.
- 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.
- Gopa Sen, P. Bhattacharyya Rule Extraction from Real Valued
Neural Networks , International Conference on Applied Pattern
Recognition and Digital Techniques, Calcutta, India, December 1999.
- 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.
- 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.
- R. Amit and P. Bhattacharyya, Layered Neural Maps for Multimodal
Coordination, International Conference on Computer and Information
Technology (ICCIT'98), Dhaka, December, 1998.
- 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.
- P.Bhattacharyya, S.Sundararaman, Exact Learning of
Monotone DNF Formulas by Neural Nets , International Symposium on
Intelligent Robotics (ISIR 1995), M.Vidyasagar (ed.), McGraw Hill, Bangalore, December, 1995.
- P.Bhattacharyya and S.Sanyal,Learning in Connectionist Expert
System, in European Conference on Artificial Neural Nets
(EANN 1995), Helsinki, Finland, August, 1995.
- P.Bhattacharyya, V. Gupta and R.Vijaykumar, Word Processing Using
Neural Nets, Knowledge and Inferencing Conference (KI-94), Saarbruchen,
Germany, July 1994.
- 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.
- 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.
- 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.
- 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.
- 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.)
National Conferences
- 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.
- S.Gurumurthy, P. Bhattacharyya, Logical Inferencing in Neural
Networks, National Seminar on Neural Networks, Kochin, India, September,
1998.
- 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.
- L.Rawtani and P.Bhattacharyya, A Connectionist Expert System,
National Conference on Neural Nets, Chennai, July, 1995.
- M. Shaijan and P. Bhattacharyya, Adaptive Systems Using Neural
Networks, Artificial Intelligence and Physical Systems
Conference, Mumbai, December 1992.