Journal Papers

 

  

bullet104. S. Roy and A. Ghosh, "Real-time Adaptive Histogram Min-Max Bucket (HMMB) Model for Background Subtraction”, IEEE Transactions on Circuits and Systems for Video Technology, 2017 (accepted).
bullet103. A. Datta, S. Ghosh and A. Ghosh, "Supervised Feature Extraction of Hyperspectral Images using Partitioned Maximum Margin Criterion", IEEE Geoscience and Remote Sensing Letters, vol. 14, issue 1, pp. 82-86 2016. (pdf)
bullet102. A. Mondal, S. Ghosh and A. Ghosh, "Partially Camouflaged Object Tracking using Modified Probabilistic Neural Network and Fuzzy Energy based Active Contour", International Journal of Computer Vision, 2016. (accepted)
bullet101. K. Ramachnadra Murthy and A. Ghosh, "Moments discriminant analysis for supervised dimensionality reduction", Neurocomputing, 2016. (accepted)
bullet100. A. Datta, S. Ghosh and A. Ghosh, "Unsupervised Band Extraction of Hyperspectral Images using Clustering and kernel Principal Component Analysis" International Journal of Remote Sensing, 2016. (accepted)
bullet99. B. N. Subudhi T. Veerakumar, S. Essakkiranjan and A. Ghosh, "Tumor or Abnormality Identification from Magnetic Resonance Images using Statistical Region Fusion based Segmentation", Magnetic Resonance Imaging, vol. 34, issue 9, pp. 1292-1304, 2016. (pdf)
bullet 98. B. N. Subudhi, S. Ghosh, P. K. Nanda, and A. Ghosh, "Moving object detection using spatio-temporal multilayer compound Markov Random Field and histogram thresholding based change detection",  Multimedia Tools and Applications,  pp. 1-33, 2016. (pdf)
bullet97. B. N. Subudhi, S. Ghosh, S. C. K. Shiu and A. Ghosh, "Statistical Feature Bag based Background Subtraction for Local Change Detection", Information Sciences, vol. 366, issue 1, pp. 31-47, 2016. (pdf)
bullet96. A. Mondal, S. Ghosh, and A. Ghosh, "Robust Global and Local Fuzzy Energy based Active Contour for Image Segmentation",  Applied Soft Computing, Vol. 47, issue 1.  pp. 191-215,  2016. (pdf)
bullet95. A. Ghosh, "Big Data and Its Utility", Consulting Ahead, vol. 10, issue 1, pp. 52-68, 2016. (pdf)
bullet94. H. Kalia, S. Dehuri, A. Ghosh, S. B. Cho, "On the mining of fuzzy association rules using multi-objective genetic algorithms", International Journal of Data Mining, Modelling and Management, vol. 18, issue 1, pp. 1-31, 2016.
bullet93. B. N. Subudhi, S. Ghosh and A. Ghosh, "Integration of Fuzzy Markov Random Field and Local Information for Separation of Moving Objects and Shadow", Information Sciences, vol 331, pp. 15-31, 2016. (pdf)
bullet92. P. Mahanta, D. K. Bhattacharyya, A. Ghosh, "MIPCE: An MI-based protein complex extraction technique", Journal of Biosciences, vol. 40, issue 4, pp. 701-708, 2015.
bullet91.  A. Datta, S. Ghosh and A. Ghosh, "Combination of clustering and ranking techniques for unsupervised band selection of hyperspectral images", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8, issue 6, pp. 2814-2823, 2015. (pdf)
bullet90.  M. Roy, F. Melgani, A. Ghosh, E. Blanzieri, and S. Ghosh, "Land-cover classification of remotely sensed images using compressive sensing having severe scarcity of labeled patterns", IEEE Geosciences and Remote Sensing Letters, vol. 12, no. 6, pp. 1257-1261, 2015. (pdf)
bullet89.  B. N. Subudhi, S. Ghosh, and A. Ghosh, "Application of Gibbs Markov random field and Hopfield-type neural networks for detecting moving objects from video sequences captured by static camera ", Soft Computing, vol 19, no. 10, pp. 2769-2781, 2014. (pdf)
bullet88. H. Kalia, S. Dehuri, A. Ghosh, "A comprehensive survey of multi-objective genetic and fuzzy approaches in rule mining problem of knowledge discovery in databases", International Journal of Information Technology, Communications and Convergence, Vol. 3, no. 1, pp. 13 - 45, 2014.
bullet87.  A. Mondal, S. Ghosh, and A. Ghosh, "Efficient Contour Tracking using Local Information and Fuzzy K-Nearest-Neighbors ", Soft Computing, vol. 20, pp.785-805, 2014. (pdf)
bullet86. P. Mahanta, D. K. Bhattacharyya, A. Ghosh, "FUMET: A fuzzy network module extraction technique for gene expression data", Journal of Biosciences, vol. 9, no. 3, pp. 351-364, 2014  (pdf) .
bullet85. M. Roy, S. Ghosh and A. Ghosh, "A novel approach for change detection of remotely sensed images using semi-supervised multiple classifier system",  Information Sciences, vol. 269, pp. 35-47, 2014 (pdf).
bullet84. M. Roy, S. Ghosh and A. Ghosh, "A neural approach under active learning mode for change detection in remotely sensed images",  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 4, pp. 1200-1206, 2014 (pdf).
bullet83. A. Datta, S. Ghosh and A. Ghosh, "Band elimination of hyperspectral imagery using partitioned band image correlation and capacitory discrimination", International Journal of Remote Sensing, vol. 35, pp. 554-577, 2014. (pdf)
bullet82. A. Ghosh, A. Mondal and S. Ghosh, "Moving object detection using Markov random field and distributed differential evolution",  Applied Soft Computing, vol. 15, pp. 121-136, 2014. (pdf)
bullet81. B. N. Subudhi, F. Bovolo, A. Ghosh and L. Bruzzone, "Spatio-contextual fuzzy clustering with Markov random field model for change detection in remotely sensed images", Optics & Laser Technology, vol. 57, pp. 284-292, 2014.
bullet80. S. Ghosh, M. Roy, and A. Ghosh, "Semi-supervised change detection using modified self-organizing feature map neural network", Applied Soft Computing, vol. 15, pp. 1-20, 2014. (pdf)
bullet79. M. Roy, D. Routray, S.Ghosh and A. Ghosh, "Ensemble of multilayer perceptrons for change detection in remotely sensed images", IEEE Geosciences and Remote Sensing Letters, vol. 11, pp. 49-53, 2014. (pdf)
bullet78. M. Roy, S. Ghosh, and A. Ghosh, "Change detection in remotely sensed images using semi-supervised clustering algorithms", International Journal of Knowledge Engineering and Soft Data Paradigms, vol. 4, pp.118-137, 2013.
bullet77. S. Poddar, S. Tewary, D. Sharma, V. Karar, A. Ghosh and S. K. Pal, "Nonparametric modified histogram equalization for contrast enhancement", IET Image Processing, vol. 7, pp. 641-652, 2013. (pdf)
bullet76. K. R. C. Murthy, S. N. Biswas and A. Ghosh, "A fast and efficient clutter rejection algorithm for SAR imagery", IEEE Transactions on Aerospace and Electronic Systems, vol. 49, pp. 2431-2439, 2013. (pdf)
bullet75. S. Dehuri and A. Ghosh, "Revisiting evolutionary algorithms in feature selection and nonfuzzy/fuzzy rule based classification", WIREs Data Mining and Knowledge Discovery, vol. 3, pp. 83-108, 2013. (pdf)
bullet74. A. Ghosh, B. N. Subudhi and L. Bruzzone, "Integration of Gibbs Markov random field and hopfield-type neural networks for unsupervised change detection in remotely sensed multitemporal images", IEEE Transactions on Image Processing, vol. 22, pp. 3087-3096, 2013. (pdf)
bullet73. B. Nath, D. K. Bhattacharyya and A. Ghosh, "Incremental Association Rule Mining: A Survey", WIREs Data Mining and Knowledge Discovery, vol. 3, pp. 157-169, 2013.
bullet72. B. N. Subudhi, S. Ghosh and A. Ghosh, "Change detection for moving object segmentation with robust background construction under Wronskian framework", Machine Vision and its Application, vol 24, no. 4, pp. 795-809, 2013. (pdf)
bullet71. A. Halder, S. Ghosh and A. Ghosh, "Aggregation pheromone metaphor for semi-supervised classification" Pattern Recognition, vol. 46, pp. 2239--2248, 2013. (pdf)
bullet70. A. Ghosh, A. Datta, and S. Ghosh, "Self-adaptive differential evolution for feature selection in hyperspectral image data'", Applied Soft Computing,  vol. 13, pp. 1969-1977, 2013. (pdf)
bullet69. H. Kalia, S. Dehuri, A. Ghosh, "A survey on fuzzy association rule mining", International Journal of Data Warehousing and Mining (IJDWM), vol. 9, pp. 1-27, 2013.
bullet68. A. Ghosh, B. N. Subudhi and S. Ghosh, "Object detection from videos captured by moving camera by using fuzzy edge incorporated Markov random field and local histogram matching", IEEE Transactions on Circuits and Systems for Video Technology, vol 22, no. 8, pp. 1127-1135, 2012. (pdf)
bullet67. S. Dehuri, R. Roy, S. B cho, A. Ghosh, "An improved swarm optimized functional link artificial neural network (ISO-FLANN) for classification", Journal of Systems and Software, vol 85, no. 6, pp. 1333-1345, 2012. (pdf)
bullet66. N. S. Mishra, S. Ghosh and A. Ghosh, ``Fuzzy clustering algorithms incorporating local information for change detection in emotely sensed images", Applied Soft Computing, vol 12, no. 8, pp. 2683-2692, 2012. (pdf)
bullet65. B. S. P. Mishra, S. Dehuri, R. Mall and A. Ghosh "Parallel single and multiple objectives genetic algorithms: a survey",International Journal of Applied Evolutionary Computation, vol. 2, pp. 21-57, 2011.
bullet64. S. Patra, S. Ghosh and A. Ghosh, "Histogram thresholding for unsupervised change detection of remote sensing images", International Journal of Remote Sensing, vol 32, no. 21, pp. 6071-6089, 2011. (pdf)
bullet63. B. N. Subudhi, P. K. Nanda and A. Ghosh, "Entropy based region selection for local thresholding to detect moving objects", Pattern Recognition Letters, vol. 32, no. 15, pp.  2097-2108, 2011. (pdf)
bullet62. A. Halder, A. Ghosh and S. Ghosh, "Supervised and unsupervised land-cover map generation from remotely sensed images using ant based systems", Applied Soft Computing, vol. 11, no. 8, pp. 5770-5781, 2011. (pdf)
bullet61. B. N. Subudhi, P. K. Nanda and A. Ghosh, "A Change information based fast algorithm for video object detection and tracking", IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 7, pp. 993-1004, 2011. (pdf)
bullet60. H. Kalia, S. Dehuri and A. Ghosh, "Multi-objective genetic algorithms for classification rule mining: a survey", The IUP Journal of Information Technology, vol. 7, pp. 7-34, 2011.
bullet59. S. Dehuri, B. B. Misra, A. Ghosh, S.-B. Cho "A condensed polynomial neural network for classification using swarm intelligence", Applied Soft Computing , vol. 11, pp. 3106-3113, 2011.
bullet58. B. Uma Shankar, S. K. Meher and A. Ghosh, "Wavelet-fuzzy-hybridization: feature-extraction and land-cover classification of remote sensing images", Applied Soft Computing, vol. 11, pp. 2099-3011.
bullet57. A. Ghosh, N. S. Mishra and S. Ghosh, "Fuzzy clustering algorithms for unsupervised change detection in remote sensing images",  Information Sciences, vol. 181, pp. 699-715, 2011. (pdf) one of the most highly cited papers on this topic
bullet56. A. Ghosh, B. Uma Shankar, L. Bruzzone and S. K. Meher, "Neuro-fuzzy-combiner: An effective multiple classifier systemInternational Journal of Knowledge Engineering and Soft Data Paradigm, vol. 2, no. 2, pp. 107-129, 2010.(pdf)
bullet55. A. Halder, A. Ghosh and S. Ghosh, "Aggregation pheromone density based pattern classification", Fundamenta Informaticae, vol. 92, no. 4, pp 345-362, 2009. (pdf)
bullet54. S. Ghosh, M. Kothari, A. Halder and A. Ghosh, "Use of aggregation pheromone density for image segmentation”,  Pattern Recognition Letters, vol. 30, pp. 939-949, 2009. (pdf)
bullet53. S. Ghosh, S. Patra and A. Ghosh, "An unsupervised context-sensitive change detection technique based on modified self-organizing feature map neural network",  International Journal of Approximate Reasoning, vol. 50, pp. 37-50, 2009. (pdf)
bullet52. A. Ghosh, S. K. Meher and B. Uma Shankar, "A novel approach to neuro-fuzzy classification", Neural Networks, vol. 22, pp. 100-109, 2009. (pdf)
bullet51. B. Nath, D.K. Bhattacharyya, A. Ghosh, "Faster Generation of Association Rules", International Journal of Information Technology and Knowledge Management, vol 1,  pp 267-279, 2008.
bullet50.  S. Dehuri, A. Ghosh and S.-B. Cho, "Particle swarm optimized polynomial neural network for classification: a multi-objective view”, International Journal of Intelligent Defence Support Systems, vol.1, pp. 225-253, 2008.
bullet49. A. Ghosh, A. Halder,  M. Kothari and S. Ghosh, "Aggregation pheromone density based data clustering",  Information Sciences, vol. 178, no. 13, pp 2816-2831, 2008. (pdf)
bullet48. S. Patra, S. Ghosh and A. Ghosh, "Change detection of remote sensing Images with semi-supervised multilayer perceptronFundamenta Informaticae, vol. 84, no. 3/4, pp. 429-442, 2008. (pdf)
bullet47. A. Ghosh and M. K. Das, "Non-dominated rank based sorting genetic algorithm",  Fundamenta Informatica, vol. 83, no. 3, pp. 231-152, 2008. (pdf)
bullet46. A. Ghosh, S. K. Meher and B. Uma Shankar, "A novel fuzzy classifier based on product aggregation operator", Pattern Recognition, vol. 41, pp. 961-971, 2008. (pdf)
bullet45. S. Dehuri, S. Patnaik, A. Ghosh, and R. Mall, "Application of elitist multi-objective genetic algorithm in classification rule generation",  Applied Soft Computing Journal, vol. 8, pp. 477-487, 2008. (pdf)
bullet44. A. Ghosh and B. Parai, "Protein secondary structure prediction using distance based classifiers",  International Journal of Approximate Reasoning, vol. 47, pp.  37-44, 2008. (pdf)
bullet43. P. Kanungo, P. K. Nanda and A. Ghosh, "Classification of objects and background using parallel genetic algorithm based clustering", Electronic Letters on Computer Vision and Image Analysis, vol. 6, no. 3, pp. 42-53, 2007. (pdf)
bullet42. A. Ghosh and A. Sen, "Hybrid-genetic algorithms for flexible ligand docking", Journal of Intelligent and Fuzzy Systems, vol. 18, no. 7, pp. 561-574, 2007.
bullet41. S. Dehuri, A. Ghosh and R. Mall, "Evolving functional link artificial neural network for classification in data mining", Journal of Systems, Science and Engineering, vol. 15, no. 2, pp. 34-41, 2007.
bullet40. A. Ghosh, U. Seiffert and L.C. Jain, "Evolutionary computation in bioinformatics", Journal of Intelligent and Fuzzy Systems, vol. 18, no. 7, pp. 25-26, 2007.
bullet39. S. K. Meher, B. Uma Shankar and A. Ghosh, "Wavelet-feature-based classifiers for multispectral remote sensing images",  IEEE Transactions on Geosciences and Remote Sensing, vol. 45, no. 6, pp. 1881-1886, 2007. (pdf)
bullet38. S. Dehuri, A. Ghosh and R. Mall, "Parallel multi-objective genetic algorithm for classification rule mining",  IETE Journal of Research, vol. 53, no. 5, pp. 475-483, 2007.
bullet37. B. Uma Shankar, S. K. Meher and A. Ghosh, "Neuro-wavelet classifier for multispectral remote sensing images", International Journal of Wavelets, Multiresolution and Information Processing, vol. 5, no. 4, pp. 589-612, 2007. (pdf)
bullet36. S. Ghosh, L. Bruzzone, S. Patra, F. Bovolo, and A. Ghosh, "A context-sensitive technique for unsupervised change detection based on Hopfield type neural networks",  IEEE Transactions on Geoscience and Remote Sensing, vol. 45, pp. 778-789, 2007. (pdf)
bullet35. S. Rakshit, A. Ghosh and B. Uma Shankar, "Fast mean filtering technique", Pattern Recognition, vol. 40, pp. 890-897, 2007. (pdf)
bullet34. S. Dehuri, A. Ghosh and R. Mall, "Genetic algorithms for multi-criterion classification and clustering in data mining",  International Journal of Computing and Information Sciences vol. 4, no. 3, pp. 143-154, 2006. (pdf)
bullet33. S. Dehuri, A. K. Jagadev, A. Ghosh and R. Mall, "Multi-objective genetic algorithm for association rule mining using a homogeneous dedicated cluster of workstations",  American Journal of Applied Sciences, vol. 3, pp. 2086-2095, 2006. (pdf)
bullet32. S. Tsutsui, M. Pelikan and A. Ghosh, "Edge histogram based sampling with local search for solving permutation problems",  International Journal of Hybrid Intelligent Systems, vol. 3, pp. 11-22, 2006. (pdf)
bullet31. S. Dehuri, A. Ghosh and R. Mall, "Genetic k-medoid clustering"  ICFAI Journal of Information Technology, vol. 2, pp. 17-28, 2006.
bullet30. S. Dehuri, C. Mohapatra, A. Ghosh and R. Mall, "A comparative study of clustering algorithms",  Information Technology Journal, vol. 5, pp. 551-559, 2006. (pdf)
bullet29. S. Ghosh, S. Patra, M. Kothari and A. Ghosh, "Supervised change detection in multi-temporal remote-sensing images using multi-layer perceptron", ANVESA:The Journal of F. M. University, vol. 1, pp. 48-60, 2005.
bullet28. A. Ghosh and S. Dehuri, "Evolutionary algorithms for multi-criterion optimization:a survey",  International Journal of Computing and Information Sciences, vol. 2, pp. 38-57, 2004. (pdf)
bullet27. A. Ghosh and H. Muehlenbein, "Univariate marginal distribution algorithms for non-stationary optimization problems",  International Journal of Knowledge Based Intelligent Engineering Systems, vol. 8, pp. 129-138, 2004.
bullet26. A. Ghosh and B. Nath, "Multiple objective rule mining using genetic algorithms", Information Sciences, vol. 163. pp. 123-133, 2004. (pdf)
bullet25. S. K. Pal and A. Ghosh, "Soft computing data mining", Information Sciences, vol. 163. pp. 1-3, 2004. (pdf)
bullet24. A. Ghosh and A. A. Freitas, "Data mining and knowledge discovery with evolutionary algorithms", IEEE Transactions on Evolutionary Computations, vol. 7, no. 6, pp. 517-518, 2003. (pdf)
bullet23. S. Ghosh, A. Ghosh and S.K. Pal, "Incorporating ancestors' influence in genetic algorithms",  Applied Intelligence,vol. 18, pp. 7-25, 2003. (pdf)
bullet22. S. Ghosh and A. Ghosh, "Image ambiguity optimization for object extraction : a soft computing approach",  International Journal of Fuzzy Systems, vol. 4, no. 2, pp. 673-679, 2002. (pdf)
bullet21. S. K. Pal, A. Ghosh and B. Uma Shankar, "Segmentation of remotely sensed images with fuzzy thresholding, and quantitative evaluation'', International Journal of Remote Sensing, vol. 21, pp. 2269-2300, 2000. (pdf)
bullet20. A. Ghosh, S. Tsutsui, H. Tanaka and D. Corne, "Genetic algorithms with substitution and re-entry of individuals", International Journal of Knowledge Based Intelligent Engineering Systems, vol. 4, pp. 64-71, 2000. (pdf)
bullet19. A. Ghosh and H. Tanaka, "On making neural network based learning systems robust'',   IETE Journal of Research, vol. 44, pp. 219-225, 1998.
bullet18. S. Tsutsui, A. Ghosh and Y. Fujimoto, "Search space division in GAs using phenotypic properties", Information Sciences, vol. 109, pp. 119-133, 1998. (pdf)
bullet17. S. De, S.K. Pal and A. Ghosh,"Genotypic and phenotypic assortative mating in genetic algorithms", Information Sciences, vol. 105, pp. 209-226, 1998.  (pdf)
bullet16. S. Tsutsui and A. Ghosh, "Genetic algorithms with a robust solution searching scheme'', IEEE Transactions on Evolutionary Computations, vol. 1, no. 3, pp. 201-208, 1997. (pdf)
bullet15. S. K. Pal, S. De and A. Ghosh, "Designing Hopfield type networks using  genetic algorithms and its comparison with simulated annealing'', International Journal of Pattern Recognition and Artificial Intelligence, vol. 11, no. 3, pp. 447-461, 1997. (pdf)
bullet14. A. Ghosh, "Research activities related to fuzzy sets and fuzzy logic at the Machine Intelligence Unit of the Indian Statistical Institute, Calcutta, India'',  Fuzzy Sets and Systems, vol. 88, pp. 130-131. 1997. (pdf)
bullet13. S. Tsutsui, Y. Fujimoto and A. Ghosh, "Forking GAs: GAs with search space division schemes'', Evolutionary Computation vol. 5, no. 1, pp. 61-80, 1997. (pdf)
bullet12. A. Ghosh, S. Tsutsui and H. Tanaka, "Genetic search with aging of individuals'',   International Journal of Knowledge Based Intelligent Engineering Systems, vol. 1, pp. 86-103, 1997.
bullet11. S. K. Pal and A. Ghosh, "Neuro-fuzzy computing for image processing and  pattern recognition'', International Journal of Systems Science, vol. 27, pp. 1179-1193, 1996.
bullet10. A. Ghosh, "Use of fuzziness measures in layered networks for object extraction : a generalization'', Fuzzy Sets and Systems, vol.72, no. 3, pp.331-348, 1995. (pdf)
bullet9. A. Ghosh, N. R. Pal and S. K. Pal, "Modeling of component failure in neural networks for robustness evaluation : an application to object  extraction'', IEEE Transactions on Neural Networks, vol. 6, pp.648-656, 1995. (pdf)
bullet8. A. Ghosh, N. R. Pal and S. K. Pal, "Neural computing : an introduction and some applications'', Students' Journal of the Institute of Electronics and Telecommunication Engineers, vol. 35, pp. 105-125, 1994.
bullet7. A. Ghosh, N. R. Pal and S. K. Pal, "Self-organization for object extraction using multilayer neural network and fuzziness measures'', IEEE Transactions on Fuzzy Systems, vol-1, pp. 54-68, 1993. (pdf)
bullet6. A. Ghosh, N. R. Pal and S. K. Pal, "Object background classification using Hopfield type neural network'', International Journal of Pattern Recognition and Artificial Intelligence, vol-6, no-5, pp. 989-1008, 1992.
bullet5. S. K. Pal and A. Ghosh, "Fuzzy geometry in image analysis'', Fuzzy Sets and Systems, vol-48, no-2, pp. 23-40, 1992.
bullet4. S. K. Pal and A. Ghosh, "Image segmentation using fuzzy correlation'', Information Sciences, vol-62, no-3, pp. 223-250, 1992. (pdf)
bullet3. A. Ghosh and S. K. Pal, "Neural network, self-organization and object extraction'', Pattern Recognition Letters, vol-13, no-5, pp. 387-397, 1992.
bullet2. A. Ghosh, N. R. Pal and S. K. Pal, "Image segmentation using a neural network'', Biological Cybernetics, vol-66, no-2, pp. 151-158, 1991. (pdf)
bullet1. S. K. Pal and A. Ghosh, "Index of area coverage of fuzzy image subsets and object extraction'', Pattern Recognition Letters, vol-11, no-12, pp. 831-841, 1990. (pdf)

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