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Articles in Journals: (List of co-authors)

 

      Published

 

  1. B. Uma Shankar and C. A. Murthy, ``Roughness and granularity measures using Hausdorff metric: a new approach", International Journal of General Systems, 2016 (accepted).

  2. Tanmay Basu and C. A. Murthy, A Supervised Feature Selection Technique for Effective Text Categorization, International Journal of Machine Learning and Cybernetics (IJMLC), Springer, (accepted).

  3. Sreevani and C. A. Murthy, On bandwidth selection using Euclidean minimal spanning tree for Kernel Density Estimation, Computational Statistics and Data Analysis, (accepted)

  4. Tanmay Basu and C. A. Murthy, A Similarity based Supervised Decision Rule for Qualitative Improvement of Text Categorization, Fundamenta Informaticae, vol. 141(4), pp. 275-295, 2015

  5. Tanmay Basu and C. A. Murthy, ``A Similarity Assessment Technique for Effective Grouping of Documents", Information Sciences, Vol. 311, pp 149-162, 2015.

  6. Sankar K. Pal, Suman K. Kundu and C. A. Murthy, ``Centrality Measures, Upper Bound, and Influence Maximization in Large Scale Directed Social Networks", Fundamenta Informaticae, Vol. 130, Issue 3, pp 317-342, 2014.

  7. Tanmay Basu and C. A. Murthy, ``Towards Enriching the Quality of k-Nearest Neighbor Rule for Document Classification", International Journal of Machine Learning and Cybernetics, Springer, Vol. 5, Issue 6, pp 897-905, 2014.

  8. Dhiman Karmakar and C. A. Murthy, ``Generation of New Points for Training Set and Feature-Level Fusion in Multimodal Biometric Identification", Machine Vision and Applications, Vol. 25, Issue 2, pp 477-487, 2014.

  9. Swarup Chattopadhyay, C. A. Murthy and Sankar K. Pal, ``Fitting Truncated Geometric Distributions in Large Scale Real World Networks", Theoretical Computer Science, Vol. 551, pp 22-38, 2014.

  10. Tanmay Basu and C. A. Murthy, ``CUES: A New Approach for Document Clustering", Journal of Pattern Recognition Research (JPRR), Vol. 8, Issue 1, pp 66-84, 2013.

  11. Dhiman Karmakar, Madhura Datta and C. A. Murthy, ``Intra-Class Threshold Generation in Multimodal Biometric Systems by Set Estimation Technique", IJSSCI, Vol. 5, Issue 3, pp 22-32, 2013.

  12. M. Das, C. A. Murthy and R. K. De, ``Second order optimization for the inference of gene regulatory pathways", Statistical Applications in Genetics and Molecular Biology, Vol. 13, Issue 1, pp 19-33, 2013.

  13. M. Das, C. A. Murthy and R. K. De, ``An Optimization Rule for In Silico Identification of Targeted Overproduction in Metabolic Pathways", IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 10, no. 4, pp. 914-926, 2013.  

  14. R. Das, S. Mitra and C. A. Murthy, ``Extracting gene-gene interactions through curve fitting", IEEE Transactions on Nano BioScience, Vol. 11, pp 402-409, 2012.

  15. D. Bhandari, C. A. Murthy and S. K. Pal, ``Variance as a Stopping Criterion for Genetic Algorithms with Elitist Model", Fundamenta Informarticae , Vol. 120, no.2, pp. 145-164, 2012.

  16. M. Datta and C. A. Murthy, ``Two dimensional synthetic face generation and verification using set estimation technique", Computer vision and Image Understanding, 116, pp. 1022-1031, 2012.                            

  17. M. Datta and C. A. Murthy,``Face Verification in Videos: Set Estimation and Class Specific Thresholds, Journal of Pattern Recognition Research (JPRR), vol. 5, pp.95-103, 2010.

  18. Himadri Chakrabarty, and C. A. Murthy, ``Inversion in the number of High Wind Thunderstorms between Kolkata of North-East India and Florida of South-East USA", International Journal of Climate Change: Impacts and Responses, Vol. 2, no. 1, pp. 21-32, 2010.

  19. S. Saha, C. A. Murthy and S. K. Pal, ``Application of rough ensemble classifier to web services categorization and focused crawling", Web Intelligence and Agent systems, vol. 8, no. 2, pp. 181-202, 2010.

  20. Suman Saha, C. A. Murthy and Sankar K. Pal, ``A Novel Split and Merge Technique for Hypertext Classification", T. Rough Sets , 12: 192-210 (2010).

  21. S. Saha, C. A. Murthy and S. K. Pal, ``Tensor framework and combined symmetry for hyper text mining", Fundamenta Informaticae, vol. 97, no. 1-2, pp. 215-234, 2009.

  22. Susmita Sur-Kolay, Satyajit Banerjee, S. Mukhopadhyaya, and C. A. Murthy, ``The Double Digest Problem: finding all solutions"  International Journal of Bioinformatics Research and Applications , IJBRA (5): 570-592, 2009.                     

  23. S. Mitra , M. K. Kundu, C. A. Murthy, B. B. Bhattacharya and T. Acharya, ``New probabilistic approach for fractal based image compression", Fundamenta Informaticae, Vol.87, No. 3-4, pp. 417-433, 2008.

  24. Sarif Kumar Naik and C. A. Murthy, ``Distinct multi-colored region descriptors for object recognition", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 29, no. 7, pp. 1291-1296, July 2007.

  25. Suman Saha, C. A. Murthy and S. K. Pal ``Rough set based ensemble classifier for web page classification", Fundamenta Informaticae, vol. 76, no. 1-2, pp. 171-187, Feburary 2007.                                              

  26. Sarif Kumar Naik and C. A. Murthy, ``Standardization of edge magnitude in color images", IEEE Trans. on Image Processing, vol. 15, no. 9, pp. 2588-2595, September, 2006 [PDF].

  27. Anil K. Ghosh, P. Chaudhuri and C. A. Murthy, ``Multi-scale classification using nearest neighbor density estimates'', IEEE Trans. on Systems, Man, and Cybernetics-B,vol. 36, no. 5, pp. 1139-1148, 2006

  28. B. L. Narayan, C. A. Murthy and Sankar K. Pal, ``Maxdiff KD-Trees for Data Condensation", Pattern Recognition Letters, vol. 27, no. 3, pp. 187-200, February 2006.[PDF]

  29. Anil K. Ghosh, P. Chaudhuri and C. A. Murthy, ``On visualization and aggregation of nearest neighbor classifiers", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 27, no. 10, pp. 1592-1602, October, 2005

  30. A. Bishnu, B. B. Bhattacharya, M. K. Kundu, C. A. Murthy and T. Acharya, ``Euler Vector for search and retrieval of graytone images", IEEE Trans. on Systems, Man and Cybernetics-B, vol. 35, no. 4, pp. 801-812, 2005. [PDF]

  31. A. Bishnu, B. B. Bhattacharya, M. K. Kundu, C. A. Murthy, and T. Acharya, ``A pipeline architecture for computing the Euler number of a binary image", Journal of Systems Architecture, Vol. 51, pp . 470-487, 2005.[PDF]

  32. P. Bhowmick, A. Bishnu, B. B. Bhattacharya, M. K. Kundu, C. A. Murthy and T. Acharya, ``Determination of minutae scores for fingerprint applications'', Int. Jour. of Image and Graphics, vol. 5, no. 3, pp . 537-571, July 2005. [PDF]

  33. P. Mitra, C. A. Murthy and S. K. Pal, ``A probabilistic active support vector learning algorithm'', IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 26, no. 3, pp. 413--418, March 2004.[PDF]

  34. R. R. Rakesh, P. Chaudhuri and C. A. Murthy, ``Thresholding in edge detection a statistical approach'', IEEE Trans. on Image Processing, vol. 13, no. 7, pp. 927-936, July, 2004.

  35. Sarif Kumar Naik and C. A. Murthy, ``Hue preserving color image enhancement without gamut problem'', IEEE Trans. on Image Processing, vol. 12, no. 12, pp.1591-1598, December, 2003.(Original Color images, results and abstract). [PDF]

  36. P. Mitra, C. A. Murthy and S. K. Pal, ``Density based multiscale data condensation'', IEEE Trans. on Pattern Analysis and Machine Intelligence , vol. 24, no. 6, pp 734--747, June 2002.[PDF]

  37. P. Mitra, C. A. Murthy and S. K. Pal, ``Unsupervised feature selection using feature similarity'', IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 24, no. 4, pp 301--312, April 2002.[PDF]

  38. J. K. Ghosh and C. A. Murthy, Discussion on the paper titled, ``A penalized likelihood approach to image warping'' ( authors : C. A. Glasbey and K. V. Mardia), Journal of Royal Statistical Society, Series B pp. 500-502, 2001.

  39. S. K. Pal, S. Bandyopadhyay and C. A. Murthy, ``Genetic classifiers for remotely sensed images : comparison with standard methods'', Int. Jour. of Remote Sensing, vol. 22, no. 13, pp. 2545--2569, 2001.[PDF]

  40. S. Bandyopadhyay, C. A. Murthy and Sankar K. Pal, ``VGA-Classifier : Design and application'', IEEE Trans. System, Man, and Cybernetics, Part B, vol. 30, no. 6, pp. 890--895, 2000. [PDF]

  41. S. K. Mitra, C. A. Murthy and M. K. Kundu, ``Partitioned iterative function system : a new tool for digital imaging'', IETE Journal of Research, vol. 46, no. 5, pp. 279--298, 2000.[PDF]

  42. J. L. Pittman and C. A. Murthy, `` Fitting optimal piecewise linear functions using genetic algorithms'', IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 22, no. 7, pp. 701--718, July 2000.

  43. S. K. Mitra, C. A. Murthy and M. K. Kundu, ``A technique for image magnification using partitioned iterative function system'', Pattern Recognition, vol. 33, pp. 1119--1133, 2000.[PDF]

  44. S. K. Mitra and C. A. Murthy, ``Mathematical framework to show the existence of the attractor of the partitioned iterative function system'', Pattern Recognition, vol. 33, pp. 859--869, 2000.

  45. S. Bandyopadhyay, C. A. Murthy and S. K. Pal, ``Theoretical performance of genetic pattern classifier'', Journal of the Franklin Institute, vol. 336, pp 387--422, 1999. [PDF]

  46. S. Bandyopadhyay, C. A. Murthy and S. K. Pal, ``Pattern classification using genetic algorithms : Determination of H'', Pattern Recognition Letters, vol. 19, pp 1171--1181, 1998. [PDF]

  47. C. A. Murthy, D. Bhandari and S. K. Pal, ``e- optimal stopping time for genetic algorithms'', Fundamenta Informaticae, vol. 35, pp. 91--111, 1998.

  48. S. K. Mitra, C. A. Murthy and M. K. Kundu, `` A study on partitioned iterative function systems for image compression'', Informaticae, vol. 34, no. 4, pp. 413--428, 1998. [PDF]

  49. C. A. Murthy and J. L. Pittman, ``Multilayer Perceptrons and Fractals'', Information Science, vol. 112, pp 137--150, 1998.

  50. B. Uma Shankar, C. A. Murthy and S. K. Pal, ``A new gray level based Hough Transform for region extraction : An application to IRS images'', Pattern Recognition Letters, vol. 19, no. 2, pp 197--204, 1998.

  51. S. K. Mitra, C. A. Murthy and M. K. Kundu, ``Technique for fractal image compression using genetic algorithm'', IEEE Trans. Image Processing, vol. 7, no. 4, pp. 586--593, 1998. [PDF]

  52. S. Bandyopadhyay, S. K. Pal and C. A. Murthy, ``Simulated annealing based pattern classification'', Information Science , vol. 109, pp. 165--184, 1998.[PDF]

  53. S. K. Pal, S. Bandyopadhyay, and C. A. Murthy, ``Genetic algorithms for generation of class boundaries'', IEEE Tran. Syst. Man and Cybern., vol. 28, no. 6, pp 816--828, 1998. [PDF]

  54. D. P. Mandal, C. A. Murthy and S. K. Pal, ``Determining the shape of a pattern class from sampled points: Extension to RN'', Int. J. of General Systems, vol. 26, no. 4, pp. 293--320, 1997.

  55. N. Chowdhury and C. A. Murthy, ``Minimal spanning tree based clustering technique: relationship with Bayes classifier'', Pattern Recognition, vol. 30, no. 11, pp. 1919--1929, 1997.

  56. D. P. Mandal and C. A. Murthy, ``Selection of alpha for alpha-hull in R2 '', Pattern Recognition, vol. 30, no. 10, pp. 1759--1767,1997.

  57. D. Bhandari, C. A. Murthy and S. K. Pal, `` Genetic algorithm with elitist model and its convergence'', Int. J. Pattern Recognition and Artificial Intelligence , vol. 10, no. 6, pp. 731--747, 1996.

  58. C. A. Murthy and N. Chowdhury, `` In search of optimal clusters using genetic algorithms'', Pattern Recognition Letters, vol. 17, pp. 825--832, 1996.

  59. J. Basak, C. A. Murthy and S. K. Pal, ``A self organizing connectionist model for mixed category perception'', Neurocomputing, vol. 10, pp. 341--358, 1996.

  60. D. Chaudhuri, B. B. Chaudhuri and C. A. Murthy, `` A data driven procedure for density estimation with some applications '', Pattern Recognition, pp. 1719--1736, 1996.

  61. D. P. Mandal, C. A. Murthy and S. K. Pal, ``Analysis of IRS imagery for detecting man-made objects with a multivalued recognition system'', IEEE Trans. on Systems, Man and Cybernetics, vol. SMC-26, no. 3, pp. 141--147, 1996.

  62. N. Chowdhury and C. A. Murthy, ``An efficient method of hard and fuzzy clustering of multi-dimensional data '', Journal of the Institution of Engineers, India, vol. 77, CP/1, pp. 13--19, 1996.

  63. D. P. Mandal, C. A. Murthy and S. K. Pal, ``Uncertainty handling in remote sensing data analysis for Defense application '', Defense Science Journal, vol. 45, no. 4, pp. 303--306, October 1995.

  64. S. Bandyopadhyay, C. A. Murthy and S. K. Pal, ``Pattern classificationwith genetic algorithms'', Pattern Recognition Letters, vol. 16, pp. 801--808, 1995.[PDF]

  65. D. P. Mandal and C. A. Murthy, `` Selection of alpha for alpha-hull and formulation of fuzzy alpha-hull in R2'', Int. J. of Uncertainty, Fuzziness and Knowledge Based Systems, Vol. 3, no. 4, pp. 401--417, 1995.

  66. D. P. Mandal, C. A. Murthy and S. K. Pal, ``A remote sensing application of a fuzzy classifier'', Int. J. of Uncertainty, Fuzziness and Knowledge Based Systems, vol. 2, no.4, pp. 287-295, 1994.

  67. D. P. Mandal, C. A. Murthy and S. K. Pal, ``Theoretical performance of a multivalued recognition system'', IEEE Trans. on Systems Man and Cybernetics, Vol. 24.,No. 7, pp. 1001-1021, 1994.

  68. D. P. Mandal, C. A. Murthy and S. K. Pal, ``Utility of multiple choices in detecting ill-defined roadlike structures'', Fuzzy Sets and Systems, vol. 64, pp. 213-228, 1994.

  69. D. Chaudhuri, C. A. Murthy and B. B. Chaudhuri, `` Finding a subset of representative points in a data set '', IEEE Trans. on Systems Man and Cybernetics, Vol. 24, no. 9, pp. 1416-1424, 1994.

  70. J. Basak, C. A. Murthy, S. Chaudhury and D. Dutta Majumder, ``A connectionist model for category perception : theory and implementation'', IEEE Tr. on Neural Networks, vol.4, no.2, pp. 257-269, 1993.

  71. D. Chaudhuri, C. A. Murthy and B. B. Chaudhuri, ``A new split and merge technique for cluster analysis'', Pattern Recognition Letters, vol. 13, pp. 399 - 409, 1992.

  72. D. P. Mandal, C. A. Murthy and S. K. Pal, ``Formulation a multivalued recognition system'', IEEE Trans on Systems, Man and Cybernetics, vol. SMC-20, no. 5, pp. 607-620, 1992.

  73. D. Chaudhuri, C. A. Murthy and B. B. Chaudhuri, ``A modified metric to compute distance'', Pattern Recognition, vol.25, no. 7, pp. 667-677, 1992.

  74. C. A. Murthy and S. K. Pal, ``Bounds for membership functions - A correlation based approach'', Information Science, vol. 65, pp. 143-171, 1992.

  75. D. P. Mandal, C. A. Murthy and S. K. Pal, ``Determining the shape of a Pattern class from sampled points in R2'', Int. Journal of General Systems, vol. 22, no. 4, pp. 307-339, 1992.

  76. C. A. Murthy and S. K. Pal, ``Histogram thresholding by minimizing gray level fuzziness'', Information Science, vol. 60, no. 1/2, pp. 107-135, 1992.

  77. C. A. Murthy and S. K. Pal, ``Fuzzy thresholding : Mathematical framework, bound functions and weighted moving average technique'', Pattern Recognition Letters, vol. 11, pp. 197-206, 1990.

  78. C. A. Murthy, S. K. Pal and D. Dutta Majumder, ``Representation of fuzzy operators using ordinary sets'', IEEE Trans. on Systems, Man and Cybernetics, vol. SMC-17, no. 5, pp. 840-847, 1987.

  79. C. A. Murthy, S. K. Pal and D. Dutta Majumder, ``Correlation between two fuzzy membership functions'', Fuzzy Sets and Systems, vol. 17, no. 1, pp.22-38, 1985. PDF

  80. B. B. Chaudhuri, C. A. Murthy and D. Dutta Majumder, ``Bayes error probability for noisy and imprecise measurements in Pattern Recognition'', IEEE Trans. on Systems, Man and Cybernetics, vol. 13, pp. 89-94, 1983.

      Other Selected Publications:

1.    Dhiman Karmakar, C. A. Murthy: "Face Recognition using Face-Autocropping and Facial Feature Points Extraction", PerMIn 2015: 116-122, 2015.

2.    Namita Jain, C. A. Murthy: "Measure of dependence between two variables using mutual information", CoRR abs/1411.2883, 2014.

3.    Mouli Das, C. A. Murthy, Subhasis Mukhopadhyay, Rajat K. De: "A Second-Order Learning Algorithm for Computing Optimal Regulatory Pathways", PerMIn 2012: 227-234, 2012.

4.    Tanmay Basu and C.A. Murthy, ``Effective Text Classification by a Supervised Feature Selection Approach", Accepted for Publication in Proc. of 2012 International Conf. on Data Mining (ICDM'2012), Brussels, Belgium, December 10-13,2012.

5.    Tanmay Basu and C.A. Murthy, ``Efficient Feature Selection for Document Classification", Accepted for Publication in Proc. of 8th International Conf. on Advanced Data Mining and Applications, Nanjing, China, December 15-18,2012.

6.    Tanmay Basu, C.A. Murthy and Himadri Chakrabarty ``A Tweak on K-Nearest Neighbor Decision Rule", In Proc. of 16th International Conf. on Image Processing Computer Vision and Pattern Recognition (IPCV'12), Las Vegas, USA, July 16-19, 2012, pp. 929-935.

7.    Sarif Kumar Naik and C. A. Murthy, ``Hough transform for region extraction in color images'', Proc. of 4th Indian Conf. on Computer Vision, Graphics and Image Processing(ICVGIP'04), Kolkata, India. December 16-18, 2004,pp. 252--257. [PDF]

8.    P. Mitra, C. A. Murthy and S. K. Pal, Data Condensation in Large Databases by Incremental Learning with Support Vector Machines, Proceedings of the International Conference on Pattern Recognition (ICPR2000), pp. 712-715, Barcelona, September 2000.[PDF]

9.    S. K. Mitra, C. A. Murthy and M. K. Kundu,``Image Compression and edge extraction using Fractal technique and genetic algorithm'', Soft computing for image processing, S. K. Pal, A.Ghosh and M. K. Kundu (Eds.), Physica Verlag, pp. 79--100, 2000.

10.    S. K. Mitra, C. A. Murthy and M. K. Kundu, ``Digital image magnification using fractal operators and genetic algorithm '', Computational Intelligence and Applications, P. S. Szczepaniak (ed.), Physica Verlag, New York, pp 250--259, 1999.

11.    C. A. Murthy, S. Bandopadhyay and S. K. Pal, ``Genetic Algorithm based pattern classifier: relationship with Bayes classifier'', Genetic Algorithms for Pattern Recognition, (S. K. Pal and P.P. Wang (eds.)), CRC Press, Boca Raton, USA, pp. 127-144, 1996.

12.    S. K. Mitra, C. A. Murthy and M. K. Kundu,``Fractal based image coding using genetic algorithm'', Pattern recognition, Image processing and Computer vision : Recent advances, P. P. Das and B. N. Chatterjee (Eds), Narosa publishing house, New Delhi, pp. 86--91, 1995.

13. D. P. Mandal and C. A. Murthy, ``Computing the multivalued shape of a pattern class'', Fuzzy Reasoning in Information Decision and Control, (ed. S. Tzafestas) Kluwer Academic Publishers, pp. 387-418, 1994.

14. C. A. Murthy and D. Dutta Majumder, ``A method of finding boundary of a cluster'', Data Analysis and Informatics,vol. 4, Eds. E. Diday et. al., pp. 137-148, 1986.


My Co-authors

*       Swarup Chattopadhyay

*       Tanmay Basu

*       Sushmita Mitra

*       R.Das

*       Himadri Chakraborty

*       Madhura Datta

*       Tinku Acharya

*       Sanghamitra Bandyopadhyay

*       Jayanta Basak

*       Narayan L. Bhamidipati

*       Dinabandhu Bhandari

*       Bhargab B. Bhattacharya

*       Partha Bhowmick

*       Arijit Bishnu

*       Bidyut B. Chaudhuri

*       Debasish Chaudhuri

*       Probal Chaudhuri

*       Nirmalya Chowdhury

*       Dwijesh Dutta-Majumder

*       Anil K. Ghosh

*       Jayanta K. Ghosh

*       Malay K. Kundu

*       Deba P. Mandal

*       Suman K. Mitra

*       Pabitra Mitra

*       Sarif K. Naik

*       Sankar K. Pal

*       Jennifer L. Pittman

*       Rishi R. Rakesh

*       Suman Saha

*       B. Uma Shankar

 

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