List of publications

[1] Ghosh, A. K., Chaudhuri, P. and Sengupta, D. (2003) Multi-scale kernel discriminant analysis. Proceedings of 5th International Conference on Advances in Pattern Recognition (Edited by D.P.Mukherjee and S.Pal), Allied Publishers, Kolkata, pp. 89-93. PDF Version

[2] Ghosh, A. K. and Chaudhuri, P. (2004) Optimal smoothing in kernel discriminant analysis. Statistica Sinica, 14(2), 457-483. PDF Version

[3] Ghosh, A. K. and Bose, S. (2004) Backfitting neural networks. Computational Statistics, 19(2), 193-210. PDF Version

[4] Ghosh, A. K. and Chaudhuri, P. (2005) On data depth and distribution free disciminant analysis using separating surfaces. Bernoulli, 11(1), 1-27. PDF Version

[5] Ghosh, A. K. and Chaudhuri, P. (2005) On maximum depth and related classifiers. Scandinavian Journal of Statistics, 32(2), 327-350. PDF Version

[6] Ghosh, A. K., Chaudhuri, P. and Murthy, C. A. (2005) On visualization and aggregation of nearest neighbor classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence, 27(10), 1592-1602. PDF Version

[7] Ghosh, A. K. and Bose, S. (2005) Feature extraction for nonlinear classification. Lecture Notes in Computer Science (LNCS) Series 3776, Springer-Verlag, Berlin, pp. 170-175. PDF Version

[8] Ghosh, A. K., Chaudhuri, P. and Sengupta, D. (2006) Classification using kernel density estimates: multi-scale analysis and visualization. Technometrics, 48(1), 120-132. PDF Version

[9] Ghosh, A. K. (2006) On optimum choice of k in nearest neighbor classification. Computational Statistics and Data Analysis, 50(11), 3113-3123. PDF Version

[10] Ghosh, A. K. and Bandyopadhyay, S. (2006) Adaptive smoothing in kernel discriminant analysis. Journal of Nonparametric Statistics, 18(2), 181-197. PDF Version

[11] Ghosh, A. K., Chaudhuri, P. and Murthy, C. A. (2006) Multi-scale classification using nearest neighbor density estimates. IEEE Transactions on Systems, Man and Cybernetics, Part B, 36(5), 1139-1148. PDF Version

[12] Ghosh, A. K. (2007) Adaptive nearest neighbor classifier. Proceedings of 6th International Conference on Advances in Pattern Recognition (Edited by P.Pal). World Scientific, Singapore, pp. 281-284. PDF Version

[13] Ghosh, A. K. (2007) On nearest neighbor classifiction using adaptive choice of k. Journal of Computational and Graphical Statistics, 16(2), 482-502. PDF Version

[14] Ghosh, A. K. and Bose, S. (2007) Feature extraction and classification using statistical networks. International Journal of Pattern Recognition and Artificial Intelligence, 21(7), 1103-1126. PDF Version

[15] Chattopadhyay, R. and Ghosh, A. K. (2008) Entrepreneurial Intention Model-Based Quantitative Approach to Estimate Entrepreneurial Success. Journal of the Canadian Council for Small Business and Entrepreneurship, 21(1), 1-21. PDF Version

[16] Ghosh, A. K. and Hall, P. (2008) On error-rate estimation in nonparmetric classification. Statistica Sinica, 18(3), 1081-1100. PDF Version

[17] Ghosh, A. K. (2008) Kernel discriminant analysis using case-specific smoothing parameters. IEEE Transactions on Systems, Man and Cybernetics, 38(5), 1413-1418. PDF Version

[18] Chaudhuri, P., Ghosh, A. K. and Oja, H. (2008) Classification based on hybridization of parametric and nonparametric classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(7), 1153-1164. PDF Version