Selected Journal Articles

72. S. Banerjee, S. Mitra and B. Uma Shankar, ``Automated 3D segmentation of brain tumor using visual saliency", Information Sciences, Vol. 424, pp. 337-353, 2018.

71. P. P. Kundu and S. Mitra, ``Feature selection through message passing", IEEE Transactions on Cybernetics, Vol. 47, pp. 4356-4366, 2017.

70. S. Banerjee, S. Mitra, B. Uma Shankar and Y. Hayashi, ``A novel GBM saliency detection model using multi-channel MRI", PLOS ONE, Vol. 11, e0146388, 2016.

69. Y. Hayashi, Y. Tanaka, T. Takagi, T. Saito, H. Iiduka, H. Kikuchi, G. Bologna and S. Mitra, ``Recursive rule extraction algorithm with J48graft and applications to generating credit scores", Journal of Artificial Intelligence and Soft Computing Research, Vol. 6, pp. 35-44, 2016.

68. S. Banerjee, S. Mitra and B. Uma Shankar, ``Single seed delineation of brain tumor using multi-thresholding", Information Sciences, Vol. 330, pp. 88-103, 2016.

67. P. P. Kundu and S. Mitra, ``Multi-objective optimization of shared nearest neighbor similarity for feature selection", Applied Soft Computing, Vol. 37, pp. 751-762, 2015.

66. S. Mitra and B. Uma Shankar, ``Medical image analysis for cancer management in natural computing framework", Information Sciences, Vol. 306, pp. 111-131, 2015.

65. C. Parmar, E. R. Velazquez, R. Leijenaar, M. Jermoumi, S. Carvalho, R. H. Mak, S. Mitra, B. Uma Shankar, R. Kikinis, B. Haibe-Kains, P. Lambin, H. J. W. L. Aerts, ``Robust radiomics feature quantification using semiautomatic volumetric segmentation", PLOS ONE, Vol. 9, e102107, p. 8, 2014.

64. S. Mitra and B. Uma Shankar, ``Integrating radio imaging with gene expressions towards a personalized management of cancer", IEEE Transactions on Human-Machine Systems, Vol. 44, pp. 664-677, 2014.

63. S. Ghosh, S. Mitra and R. Datta Gupta ``Fuzzy clustering with biological knowledge for gene selection", Applied Soft Computing, Vol. 16, pp. 102-111, 2014.

62. S. Ghosh and S. Mitra, ``Clustering large data with uncertainty", Applied Soft Computing, Vol. 13, pp. 1639-1645, 2013.

61. S. Mitra and S. Ghosh, ``Feature selection and clustering of gene expression profiles using biological knowledge", IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, Vol. 42, pp. 1590-1599, 2012.

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

59. S. Mitra, P. P. Kundu and W. Pedrycz, ``Feature selection using structural similarity", Information Sciences, Vol. 198, pp. 48-61, 2012.

58. S. Mitra and P. P. Kundu, ``Satellite image segmentation with Shadowed C-Means", Information Sciences, Vol. 181, pp. 3601-3613, 2011.

57. D. Hariharan, T. Acharya and S. Mitra, ``Recognizing hand gestures of a dancer", in Pattern Recognition and Machine Intelligence, (S. O. Kuznetsov et al., eds.), LNCS Vol. 6744, pp. 186-192, Berlin: Springer Verlag, 2011.

56. S. Mitra, R. Das and Y. Hayashi, ``Genetic networks and soft computing", IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 8, pp. 94-107, 2011.

55. D. Mazumdar, S. Mitra and S. Mitra, ``Evolutionary-rough feature selection for face recognition", Transactions on Rough Sets XII, LNCS Vol. 6190, pp. 117-142, 2010.

54. S. Mitra, W. Pedrycz and B. Barman, ``Shadowed C-Means: Integrating fuzzy and rough clustering", Pattern Recognition, Vol. 43, pp. 1282-1291, 2010.

53. S. Mitra, R. Das, H. Banka and S. Mukhopadhyay, ``Gene interaction - An evolutionary biclustering approach", Information Fusion, Vol. 10, pp. 242-249, 2009.

52. F. Masulli and S. Mitra, ``Natural computing methods in Bioinformatics: A survey", Information Fusion, Vol. 10, pp. 211-216, 2009.

51. S. Mitra, ``Soft computing application in Bioinformatics", Journal of Chongqing University of Posts and Telecommunications, Vol. 20, pp. 348-354, 2008.

50. S. Mitra, ``Soft computing application in Bioinformatics", Annals of the Indian National Academy of Engineering, Vol. V, pp. 49-56, 2008.

49. S. Mitra and T. Acharya, ``Gesture recognition: A survey", IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, Vol. 37, pp. 311-324, 2007.

48. M. Banerjee, S. Mitra and H. Banka, ``Evolutionary-Rough feature selection in gene expression data", IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, Vol. 37, pp. 622-632, 2007.

47. S. Mitra and H. Banka, ``Application of rough sets in pattern recognition", LNCS Transactions on Rough Sets VII (Commemorative Issue), Vol. 4400, pp. 151-169, 2007.

46. S. Mitra and H. Banka, ``Multi-objective evolutionary biclustering of gene expression data", Pattern Recognition, Vol. 39, pp. 2464-2477, 2006.

45. S. Mitra and Y. Hayashi, ``Bioinformatics with soft computing", IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, Vol. 36, pp. 616-635, 2006.

44. S. Mitra, H. Banka and W. Pedrycz, ``Rough-fuzzy collaborative clustering", IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 36, pp. 795-805, 2006.

43. K. Mali, S. Mitra and T. Acharya, ``A multiresolution fuzzy clustering of images", International Journal of Computational Cognition, Vol. 4, pp. 30-38, 2006 (Invited).

42. S. Choudhury and S. Mitra, ``Feature extraction and connectionist classification of SODAR echograms", IEEE Geoscience and Remote Sensing Letters, Vol. 3, pp. 19-22, 2006.

41. H. Banka and S. Mitra, ``Evolutionary biclustering of gene expressions", ACM Ubiquity, Vol. 7, 2006.

40. S. Mitra and S. K. Pal, ``Fuzzy sets in pattern recognition and machine intelligence", Fuzzy Sets and Systems, Invited Position paper commemorating 40th Anniversary of Fuzzy Sets, Vol. 156, pp. 381-386, 2005.

39. S. Mukherjee and S. Mitra, ``Fuzzy measures in Hidden Markov Models", Neural Network World, Vol. 10, pp. 269-280, 2005.

38. S. Mukherjee and S. Mitra, ``Hidden Markov Models and grammars in Biology: A tutorial", Journal of Bioinformatics and Computational Biology, Vol. 3, pp. 491-526, 2005.

37. S. Mitra, ``Computational intelligence in Bioinformatics", LNCS Transactions on Rough Sets III, LNCS Vol. 3400, pp. 134-152, 2005.

36. K. Mali and S. Mitra, ``Symbolic classification, clustering and fuzzy radial basis function network", Fuzzy Sets and Systems, Vol. 152, pp. 553-564, 2005.

35. S. Mitra, ``An evolutionary rough partitive clustering", Pattern Recognition Letters, Vol. 25, pp. 1439-1449, 2004.

34. S. Mitra, ``Fuzzy radial basis function network: A parallel design", Neural Computing and Applications, Vol. 13, pp. 261-267, 2004.

33. D. Arotaritei and S. Mitra, ``Web mining: A survey in the fuzzy framework'', Fuzzy Sets and Systems, Vol. 148, pp. 5-19, 2004.

32. S. Choudhury and S. Mitra, ``A connectionist approach to sodar pattern classification'', IEEE Geoscience and Remote Sensing Letters, Vol. 1, pp. 42-46, 2004.

31. K. Mali and S. Mitra, ``Clustering and its validation in a symbolic framework'', Pattern Recognition Letters, Vol. 24, pp. 2367-2376, 2003.

30. S. Choudhury, S. Mitra and S. K. Pal, ``Neuro-fuzzy classification and rule generation of modes of radiowave propagation'', IEEE Transactions on Antennas and Propagation, Vol. 51, pp. 862-871, 2003.

29. S. K. Pal, S. Mitra and P. Mitra, ``Rough Fuzzy MLP: Modular evolution, rule generation and evaluation'', IEEE Transactions on Knowledge and Data Engineering, Vol. 15, pp. 14-25, 2003.

28. S. Mitra, K. M. Konwar and S. K. Pal, ``Fuzzy decision tree, linguistic rules and fuzzy knowledge-based network: Generation and evaluation'', IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, Vol. 32, pp. 328-339, 2002.

27. S. Mitra, S. K. Pal and P. Mitra, ``Data mining in soft computing framework: A survey'', IEEE Transactions on Neural Networks, Vol. 13, pp. 3-14, 2002.

26. S. Mitra and J. Basak, ``FRBF: A fuzzy radial basis function network", Neural Computing and Applications, Vol. 10, pp. 244-252, 2001.

25. S. Mitra, P. Mitra and S. K. Pal, ``Evolutionary modular design of rough knowledge-based network using fuzzy attributes'', Neurocomputing, Vol. 36, pp. 45-66, 2001.

24. P. Mitra, S. Mitra and S. K. Pal, ``Evolutionary modular MLP with rough sets and ID3 algorithm for staging of Cervical Cancer'', Neural Computing and Applications, Vol. 10, pp. 67-76, 2001.

23. P. K. Singal, S. Mitra and S. K. Pal, ``Incorporation of fuzziness in ID3 and generation of network architecture'', Neural Computing and Applications, Vol. 10, pp. 155-164, 2001.

22. S. Choudhury, S. Mitra and S. K. Pal, ``Modes of radiowave propagation: Neural learning'', Indian Journal of Physics, Vol. 75B, pp. 247-249, 2001.

21. S. Mitra and Y. Hayashi, ``Neuro-fuzzy rule generation: Survey in soft computing framework'', IEEE Transactions on Neural Networks, Vol. 11, pp. 748-768, 2000.

20. P. Mitra, S. Mitra and S. K. Pal, ``Staging of cervical cancer with soft computing'', IEEE Transactions on Biomedical Engineering, Vol. 47, pp. 934-940, 2000.

19. J. Basak and S. Mitra, ``Feature selection using Radial Basis Function network'', Neural Computing and Applications, Vol. 8, pp. 297-302, 1999.

18. M. Banerjee, S. Mitra and S. K. Pal, ``Rough fuzzy MLP: Knowledge encoding and classification'', IEEE Transactions on Neural Networks, Vol. 9, pp. 1203-1216, 1998.

17. S. Mitra, M. Banerjee and S. K. Pal, ``Rough knowledge-based network, fuzziness and classification'', Neural Computing and Applications, Vol. 7, pp. 17-25, 1998.

16. S. Mitra, R. K. De and S. K. Pal, ``Knowledge-based fuzzy MLP for classification and rule generation'', IEEE Transactions on Neural Networks, Vol. 8, pp. 1338-1350, 1997.

15. S. Mitra and S. K. Pal, ``Fuzzy self organization, inferencing and rule generation'', IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans, Vol. 26, pp. 608-620, 1996.

14. S. K. Pal and S. Mitra, ``Noisy fingerprint classification using multilayer perceptron with fuzzy geometrical and textural features'', Fuzzy Sets and Systems, Vol. 80, pp. 121-132, 1996.

13. S. Mitra, S. N. Sarbadhikari and S. K. Pal, ``An MLP-based model for identifying qEEG in depression'', International Journal of Biomedical Computing, Vol. 43, pp. 179-187, 1996.

12. S. Mitra and S. K. Pal, ``Neuro-fuzzy expert systems: Relevance, features and methodologies'', Journal of the Institute of Electronics and Telecommunications Engineers, Vol. 42, pp. 335-347, 1996.

11. S. Mitra and S. K. Pal, ``Fuzzy multi-layer perceptron, inferencing and rule generation'', IEEE Transactions on Neural Networks, Vol. 6, pp. 51-63, 1995.

10. S. Mitra and L. I. Kuncheva, ``Improving classification performance using fuzzy MLP and two-level selective partitioning of the feature space'', Fuzzy Sets and Systems, Vol. 70, pp. 1-13, 1995.

9. S. Mitra, ``Fuzzy MLP based expert system for medical diagnosis'', Fuzzy Sets and Systems, Vol. 65, pp. 285-296, 1994.

8. S. Mitra and S. K. Pal, ``Self-organizing neural network as a fuzzy classifier'', IEEE Transactions on Systems, Man and Cybernetics, Vol. 24, pp. 385-399, 1994.

7. S. K. Pal and S. Mitra, ``Fuzzy versions of Kohonen's net and MLP-based classification: Performance evaluation for certain nonconvex decision regions'', Information Sciences, Vol. 76, pp. 297-337, 1994.

6. S. Mitra and S. K. Pal, ``Logical operation based fuzzy MLP for classification and rule generation'', Neural Networks, Vol. 7, pp. 353-373, 1994.

5. S. Mitra, S. K. Pal and M. K. Kundu, ``Fingerprint classification using a fuzzy multilayer perceptron", Neural Computing and Applications, Vol. 2, pp. 227-233, 1994.

4. S. Mitra and S. K. Pal, ``Fusion of fuzzy sets and layered neural networks at the input, output and neuronal levels'', Indian Journal of Pure and Applied Mathematics, Vol. 24, pp. 121-133, 1994.

3. S. K. Pal and S. Mitra, ``Multi-layer perceptron, fuzzy sets and classification'', IEEE Transactions on Neural Networks, Vol. 3, pp. 683-697, 1992. This paper received the 1994 Outstanding Paper Award

2. S. K. Pal and S. Mitra, ``Fuzzy dynamic clustering algorithm'', Pattern Recognition Letters, Vol. 11, pp. 525-535, 1990.

1. S. Mitra and B. Saha, ``Implementation of fault simulation and testing of combinational circuits'', Intl. Journal of Electronics, Vol. 66, pp. 665-678, 1989.