Papers published in journals:
1. A.Pathak, S.K.Pal,and R.A.King , "syntactic recognition of skeletal maturity", Pattern Recognition Letters, vol.2, pp.193-197, 1984.

2.A.Pathak and S.K.Pal, " A generalised learning of algorithm based on guard zones", Pattern Recognition Letters, vol.4, no.2, pp.63-69 , 1986.

3.A.Pathak-Pal and S.K.Pal, "Fuzzy grammers in syntactic recognition of skeletal maturity from X-rays, "IEEE Transactions on Systems, Man and Cybernetics , vol.SMC-16, no.5, pp.657-667, 1986.

4.A.Pathak and S.K.Pal, "on the cconvergence of "a self-supervised vowel recognised system", "Pattern Recognition, vol.20, no.2, pp.237-244, 1987.

5. A.Pathak and S.K.Pal, "Learning with mislabelled training samples using stochastic approximation", IEEE Transactions on Systems , Man and Cybernatics, vol.SMC-17, no. 6, pp.1072-1077, 1987.

6. S.K.Pal, A.Pathak and C.Basu , "Dynamic guard zone for self-supervised Learning, "PatternRecognition Letters , vol.7, pp.135-144, 1988.

7. .Pal(Pathak) and S.K.Pal , "Generalised guard zone algorithm (GGA) for learning : Automatic selection for threshold, "Pattern Recognition, vol.23, no.3/4, pp.325-335, 1990.

8. A.Pal(Pathak) and S.K.Pal , "Effect of wrong samples on the convergence of learning processes, "Information Sciences, vol.53,pp.191-201, 1991.

9. A.Pal(Pathak) and S.K.Pal , "Effect of wrong samples on the convergence of learning processes ii: Information Sciences,vol.60, pp.77-105, 1992.

10. A.Pal(Pathak) , "Some applications of GGA for automatic learning of class parameters in presence of wrong samples", Information Sciences, vol. 67 pp.189-208, 1993.

11. A.Pal(Pathak) and D.K.Dutta Majumdar, "Approaches to supervised learning for pattern recognition", Indian Journal of Pure and Applied Mathematics, vol.25, pp. 1-38, 1994.

12. D.P.Mukherjee, A.Pal, S.E.Sarma and D.Dutta Majumdar, "Bacterial colony Counting using distance transform", International Journal of Bio-Medical Computing, vol.38, pp.131-140, 1995.

13. D.P.Mukherjee , A.Pal, S.E.Sarma, and D.Dutta Majumder, " Water quality analysis : A pattern recognition approach", Pattern Recoginition , vol.72B, no.6, pp. 571-607, 1995.

14. S.Choudhury A.Pal and D.K.Dutta Majumder, " Tropospheric VHF Propagation Studies over the Indian East Coast", Indian Journal of Physics B, vol.72B, no.6, pp.571-607, 1998.

Technical Reports:

1. D.P.Mukherjee, A.Pal, and S.E.Sarma, " Water quality analysis using image  processing / Pattern recoginition techniques",Tech. Rep. TR/KBCS/4/93, National Centre for Knowledge-Based Computing, Indian Statistical Institute, Calcutta, 1994.

2.A.Pal, " Bayesian object recognition by jump-diffusion sampling", Tech. Rep. ASD/98/6,Applied Statistics Division, Indian Statistical Institute, Calcutta,1998.

3.A. Pal, " Bayesian Restoration of blood cell images", Tech. Rep. ASD/98/7, Applied Statistics Division, Indian Statistical Institute, Calcutta, 1998.

Papers appearing in Conference Proceedings :

1. A.Pathak and S.K.Pal, " Learning of a speech recognition system using  stochastic approximation," in Proceedings of the IEEE International Conference on Computers, Systems and Signal Processing, (Bangalore, India), pp. 910-913, 1984.

2.A.Pathak and S.K.Pal, " Fuzzy approach to the syntactic recognition of skeletal maturity," in Proceedings of the IEEE International Conference on Computers, Systems and Signal Processing, (Bangalore,India),pp. 58-62,1984.

3.A.Pal , " Optimum threshold for a class of learning algorithms," in Eletronic Circuits and Systems: Proceedings of the National Conference on Electronic Circuits and Systems, Roorkee, India, (Roorkee,India), pp. 443-445, Bombay: Tata McGraw-Hill, Nov 2-4 1989.


1. S.K.Pal, C.A.Murthy and A.Pal, Learning in Pattern Recognition, (in preparation; accepted by IEEE Press, New York).