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Note: Links lead to the DBLP on the Web. Sankar K. Pal Yan Li , Simon C. K. Shiu , Sankar K. Pal: Combining Feature Reduction and Case Selection in Building CBR Classifiers. IEEE Trans. Knowl. Data Eng. 18 (2): 415-429 (2006) Yan Li , Simon Chi-Keung Shiu , Sankar K. Pal, James Nga-Kwok Liu : A rough set-based case-based reasoner for text categorization. Int. J. Approx. Reasoning 41 (2): 229-255 (2006) Sankar K. Pal, Sanghamitra Bandyopadhyay , Sambhunath Biswas : Pattern Recognition and Machine Intelligence, First International Conference, PReMI 2005, Kolkata, India, December 20-22, 2005, Proceedings Springer 2005 Ben Niu , Simon Chi-Keung Shiu , Sankar K. Pal: A Novel 3D Face Recognition Algorithm Using Template Based Registration Strategy and Artificial Neural Networks. PReMI 2005 : 315-317 Debasis Mazumdar , Soma Mitra , Sonali Dhali , Sankar K. Pal: A Chosen Plaintext Steganalysis of Hide4PGP V 2.0. PReMI 2005 : 459-464 Shubhra Sankar Ray , Sanghamitra Bandyopadhyay , Sankar K. Pal: New Genetic Operators for Solving TSP: Application to Microarray Gene Ordering. PReMI 2005 : 617-622 B. Lakshmi Narayan , Sankar K. Pal: Distribution Based Stemmer Refinement. PReMI 2005 : 672-677 Praveen K. Tripathi , Sanghamitra Bandyopadhyay , Sankar K. Pal: Incorporating Distance Domination in Multiobjective Evolutionary Algorithm. PReMI 2005 : 684-689 Yan Li , Simon Chi-Keung Shiu , Sankar K. Pal, James Nga-Kwok Liu : Learning Similarity Measure of Nominal Features in CBR Classifiers. PReMI 2005 : 780-785 Kalyan Moy Gupta , Philip G. Moore , David W. Aha , Sankar K. Pal: Rough Set Feature Selection Methods for Case-Based Categorization of Text Documents. PReMI 2005 : 792-798 Yan Li , Simon Chi-Keung Shiu , Sankar K. Pal, James Nga-Kwok Liu : Rough Learning Vector Quantization Case Generation for CBR Classifiers. RSFDGrC (2) 2005 : 128-137 B. Lakshmi Narayan , Sankar K. Pal: A Fuzzy Web Surfer Model. Web Intelligence 2005 : 120-123 B. Lakshmi Narayan , Sankar K. Pal: Detecting Sequences and Cycles of Web Pages. Web Intelligence 2005 : 80-86 Jayanta Basak , Sankar K. Pal: Theoretical quantification of shape distortion in fuzzy Hough transform. Fuzzy Sets and Systems 154 (2): 227-250 (2005) Sushmita Mitra , Sankar K. Pal: Fuzzy sets in pattern recognition and machine intelligence. Fuzzy Sets and Systems 156 (3): 381-386 (2005) Sankar K. Pal, B. Lakshmi Narayan , Soumitra Dutta : A Web Surfer Model Incorporating Topic Continuity. IEEE Trans. Knowl. Data Eng. 17 (5): 726-729 (2005) Sankar K. Pal, B. Uma Shankar , Pabitra Mitra : Granular computing, rough entropy and object extraction. Pattern Recognition Letters 26 (16): 2509-2517 (2005) Shubhra Sankar Ray , Sanghamitra Bandyopadhyay , Sankar K. Pal: New Operators of Genetic Algorithms for Traveling Salesman Problem. ICPR (2) 2004 : 497-500 Yan Li , Simon Chi-Keung Shiu , Sankar K. Pal, James Nga-Kwok Liu : A Fuzzy-Rough Method for Concept-Based Document Expansion. Rough Sets and Current Trends in Computing 2004 : 699-707 B. Lakshmi Narayan , Sankar K. Pal: A Report of Activities at the WIC-India Research Center. Web Intelligence 2004 : 793-794 Tharam S. Dillon , Simon C. K. Shiu , Sankar K. Pal: Preface. Appl. Intell. 21 (3): 231-232 (2004) Simon C. K. Shiu , Sankar K. Pal: Case-Based Reasoning: Concepts, Features and Soft Computing. Appl. Intell. 21 (3): 233-238 (2004) Sankar K. Pal, Biswarup Dasgupta , Pabitra Mitra : Rough Self Organizing Map. Appl. Intell. 21 (3): 289-299 (2004) Sankar K. Pal, Pabitra Mitra : Case Generation Using Rough Sets with Fuzzy Representation. IEEE Trans. Knowl. Data Eng. 16 (3): 292-300 (2004) Sankar K. Pal, Ashish Ghosh : Soft computing data mining. Inf. Sci. 163 (1-3): 1-3 (2004) Sankar K. Pal: Soft data mining, computational theory of perceptions, and rough-fuzzy approach. Inf. Sci. 163 (1-3): 5-12 (2004) Pabitra Mitra , B. Uma Shankar , Sankar K. Pal: Segmentation of multispectral remote sensing images using active support vector machines. Pattern Recognition Letters 25 (9): 1067-1074 (2004) Pabitra Mitra , B. Uma Shankar , Sankar K. Pal: Active Support Vector Machines for Pixel Classification in Remote Sensing Images. IICAI 2003 : 543-553 Sankar K. Pal, Pabitra Mitra : Rough Sets, EM Algorithm, MST and Multispectral Image Segmentation. RSFDGrC 2003 : 104-105 Sankar K. Pal: Rough-Fuzzy Granular Computing, Case Based Reasoning and Data Mining. WILF 2003 : 1-10 B. Lakshmi Narayan , C. A. Murthy , Sankar K. Pal: Topic Continuity for Web Document Categorization and Ranking. Web Intelligence 2003 : 310-315 Susmita Ghosh , Ashish Ghosh , Sankar K. Pal: Incorporating Ancestors' Influence in Genetic Algorithms. Appl. Intell. 18 (1): 7-25 (2003) Sankar K. Pal, Sushmita Mitra , Pabitra Mitra : Rough-Fuzzy MLP: Modular Evolution, Rule Generation, and Evaluation. IEEE Trans. Knowl. Data Eng. 15 (1): 14-25 (2003) Pabitra Mitra , C. A. Murthy , Sankar K. Pal: A Probabilistic Active Support Vector Learning Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 26 (3): 413-418 (2003) Sankar K. Pal, Andrzej Skowron : Preface. Pattern Recognition Letters 24 (6): 829-831 (2003) Pabitra Mitra , Sankar K. Pal, Md Aleemuddin Siddiqi : Non-convex clustering using expectation maximization algorithm with rough set initialization. Pattern Recognition Letters 24 (6): 863-873 (2003) Amitava Roy , Sankar K. Pal: Fuzzy discretization of feature space for a rough set classifier. Pattern Recognition Letters 24 (6): 895-902 (2003) Rajat K. De , Jayanta Basak , Sankar K. Pal: Unsupervised feature extraction using neuro-fuzzy approach. Fuzzy Sets and Systems 126 (3): 277-291 (2002) Pabitra Mitra , C. A. Murthy , Sankar K. Pal: Unsupervised Feature Selection Using Feature Similarity. IEEE Trans. Pattern Anal. Mach. Intell. 24 (3): 301-312 (2002) Pabitra Mitra , C. A. Murthy , Sankar K. Pal: Density-Based Multiscale Data Condensation. IEEE Trans. Pattern Anal. Mach. Intell. 24 (6): 734-747 (2002) David Zhang , Hui Peng , Jie Zhou , Sankar K. Pal: A novel face recognition system using hybrid neural and dual eigenspaces methods. IEEE Transactions on Systems, Man, and Cybernetics, Part A 32 (6): 787-793 (2002) Sushmita Mitra , Kishori M. Konwar , Sankar K. Pal: Fuzzy decision tree, linguistic rules and fuzzy knowledge-based network: generation and evaluation. IEEE Transactions on Systems, Man, and Cybernetics, Part C 32 (4): 328-339 (2002) Sankar K. Pal: Soft Computing Pattern Recognition: Principles, Integrations, and Data Mining. JSAI Workshops 2001 : 261-271 Rajat K. De , Sankar K. Pal: A connectionist model for selection of cases. Inf. Sci. 132 (1-4): 179-194 (2001) Sankar K. Pal: Fuzzy Image Processing and Recognition: Uncertainty Handling and Applications. Int. J. Image Graphics 1 (2): 169-195 (2001) Pabitra Mitra , Sushmita Mitra , Sankar K. Pal: Evolutionary Modular MLP with Rough Sets and ID3 Algorithm for Staging of Cervical Cancer. Neural Computing and Applications 10 (1): 67-76 (2001) Pawan K. Singal , Sushmita Mitra , Sankar K. Pal: Incorporation of Fuzziness in ID3 and Generation of Network Architerture. Neural Computing and Applications 10 (2): 155-164 (2001) Sankar K. Pal, Witold Pedrycz , Andrzej Skowron , Roman W. Swiniarski : Presenting the special issue on Rough-neuro computing : Preface. Neurocomputing 36 (1-4): 1-3 (2001) Sushmita Mitra , Pabitra Mitra , Sankar K. Pal: Evolutionary modular design of rough knowledge-based network using fuzzy attributes. Neurocomputing 36 (1-4): 45-66 (2001) Pabitra Mitra , C. A. Murthy , Sankar K. Pal: Data Condensation in Large Databases by Incremental Learning with Support Vector Machines. ICPR 2000 : 2708-2711 Sanghamitra Bandyopadhyay , C. A. Murthy , Sankar K. Pal: VGA-Classifier: design and applications. IEEE Transactions on Systems, Man, and Cybernetics, Part B 30 (6): 890-895 (2000) David Zhang , Sankar K. Pal: Parallel system design for time-delay neural networks. IEEE Transactions on Systems, Man, and Cybernetics, Part C 30 (2): 265-275 (2000) A. K. Datta , Sankar K. Pal, Nikhil R. Pal : A connectionist model for convex-hull of a planar set. Neural Networks 13 (3): 377-384 (2000) Pabitra Mitra , Sushmita Mitra , Sankar K. Pal: Modular Rough Fuzzy MLP: Evolutionary Design. RSFDGrC 1999 : 128-136 Sanghamitra Bandyopadhyay , Sankar K. Pal: Relation Between VGA-classifier and MLP : Determination of Network Architecture. Fundam. Inform. 37 (1-2): 177-199 (1999) Rajat K. De , Jayanta Basak , Sankar K. Pal: Neuro-fuzzy feature evaluation with theoretical analysis. Neural Networks 12 (10): 1429-1455 (1999) C. A. Murthy , Dinabandhu Bhandari , Sankar K. Pal: epsilon-Optimal Stopping Time for Genetic Algorithms. Fundam. Inform. 35 (1-4): 91-111 (1998) Sankar K. Pal, Sanghamitra Bandyopadhyay , C. A. Murthy : Genetic algorithms for generation of class boundaries. IEEE Transactions on Systems, Man, and Cybernetics, Part B 28 (6): 816-828 (1998) Sanghamitra Bandyopadhyay , Sankar K. Pal, Ujjwal Maulik : Incorporating Chromosome Differentaition in Genetic Algorithms. Inf. Sci. 104 (3-4): 293-319 (1998) Sankar K. Pal, Jayanta Basak , Rajat K. De : Fuzzy Feature Evaluation Index and Connectionist Realization. Inf. Sci. 105 (1-4): 173-188 (1998) Susmita De , Sankar K. Pal, Ashish Ghosh : Genotypic and Phenotypic Assortative Mating in Genetic Algorithm. Inf. Sci. 105 (1-4): 209-226 (1998) Sanghamitra Bandyopadhyay , Sankar K. Pal, C. A. Murthy : Simulated Annealing Based Pattern Classification. Inf. Sci. 109 (1-4): 165-184 (1998) Jayanta Basak , Rajat K. De , Sankar K. Pal: Fuzzy Feature Evaluation Index and Connectionist Realization - II. Theoretical Analysis. Inf. Sci. 111 (1-4): 1-17 (1998) Sushmita Mitra , Mohua Banerjee , Sankar K. Pal: Rough Knowledge-based Network, Fuzziness and Classification. Neural Computing and Applications 7 (1): 17-25 (1998) Jayanta Basak , Rajat K. De , Sankar K. Pal: Unsupervised feature selection using a neuro-fuzzy approach. Pattern Recognition Letters 19 (11): 997-1006 (1998) Sanghamitra Bandyopadhyay , C. A. Murthy , Sankar K. Pal: Pattern classification using genetic algorithms: Determination of H. Pattern Recognition Letters 19 (13): 1171-1181 (1998) B. Uma Shankar , C. A. Murthy , Sankar K. Pal: A new gray level based Hough transform for region extraction: An application to IRS images. Pattern Recognition Letters 19 (2): 197-204 (1998) Sankar K. Pal, Susmita De , Ashish Ghosh : Designing Hopfield Type Networks Using Genetic Algorithms and Its Comparison with Simulated Annealing. IJPRAI 11 (3): 447-461 (1997) Rajat K. De , Nikhil R. Pal , Sankar K. Pal: Feature analysis: Neural network and fuzzy set theoretic approaches. Pattern Recognition 30 (10): 1579-1590 (1997) Sanghamitra Bandyopadhyay , Sankar K. Pal: Pattern classification with genetic algorithms: Incorporation of chromosome differentiation. Pattern Recognition Letters 18 (2): 119-131 (1997) Sankar K. Pal, Pradip K. Srimani : Neurocomputing: Motivations, Models, and Hybridization - Guest Editors' Introduction. IEEE Computer 29 (3): 24-28 (1996) Mohua Banerjee , Sankar K. Pal: Roughness of a Fuzzy Set. Inf. Sci. 93 (3): 235-246 (1996) Jayanta Basak , C. A. Murthy , Sankar K. Pal: A self-organizing network for mixed category perception. Neurocomputing 10 (4): 341-358 (1996) Sambhunath Biswas , Nikhil R. Pal , Sankar K. Pal: Smoothing of digital images using the concept of diffusion process. Pattern Recognition 29 (3): 497-510 (1996) Sambhunath Biswas , Sankar K. Pal: Image Coding Using Modified Bezier-Bernstein Approximation. Inf. Sci. 83 (3&4): 175-197 (1995) Jayanta Basak , Nikhil R. Pal , Sankar K. Pal: A connectionist system for learning and recognition of structures: Application to handwritten characters. Neural Networks 8 (4): 643-657 (1995) Sanghamitra Bandyopadhyay , C. A. Murthy , Sankar K. Pal: Pattern classification with genetic algorithms. Pattern Recognition Letters 16 (8): 801-808 (1995) Sushmita Mitra , Sankar K. Pal: Self-organizing neural network as a fuzzy classifier. IEEE Transactions on Systems, Man, and Cybernetics 24 (3): 385-399 (1994) Sankar K. Pal, Sushmita Mitra : Fuzzy Versions of Kohonen's Net and MLP-Based Classification: Performance Evaluation for Certain Nonconvex Decision Regions. Inf. Sci. 76 (3-4): 297-337 (1994) Dinabandu Bhandhari , Nikhil R. Pal , Sankar K. Pal: Directed Mutation in Gennetic Algorithms. Inf. Sci. 79 (3-4): 251-270 (1994) Sankar K. Pal, Dinabandhu Bhandari : Selection of Optimal Set of Weights in a Layered Network Using Genetic Algorithms. Inf. Sci. 80 (3-4): 213-234 (1994) Sushmita Mitra , Sankar K. Pal, Malay K. Kundu : Fingerpring Classification Using a Fuzzy Multilayer Perceptron. Neural Computing and Applications 2 (4): 227-233 (1994) Sushmita Mitra , Sankar K. Pal: Logical operation based fuzzy MLP for classification and rule generation. Neural Networks 7 (2): 353-373 (1994) Sankar K. Pal, Dinabandhu Bhandari , Malay K. Kundu : Genetic algorithms for optimal image enhancement. Pattern Recognition Letters 15 (3): 261-271 (1994) Jayanta Basak , Santanu Chaudhury , Sankar K. Pal, D. Dutta Majumder : Matching of Structural Shape Descriptions with Hopfield Net. IJPRAI 7 (2): 377-404 (1993) Sankar K. Pal: Uncertainty management in space station autonomous research: Pattern recognition perspective. Inf. Sci. 72 (1-2): 1-63 (1993) Nikhil R. Pal , Sankar K. Pal: A review on image segmentation techniques. Pattern Recognition 26 (9): 1277-1294 (1993) Ashish Ghosh , Nikhil R. Pal , Sankar K. Pal: Object Background Classification Using Hopfield Type Neural Network. IJPRAI 6 (5): 989-1008 (1992) C. A. Murthy , Sankar K. Pal: Histogram thresholding by minimizing graylevel fuzziness. Inf. Sci. 60 (1-2): 107-135 (1992) Amita Pal , Sankar K. Pal: Effect of wrong samples on the convergence of learning processes. II. A remedy. Inf. Sci. 60 (1-2): 77-105 (1992) Sankar K. Pal, Deba Prasad Mandal : Linguistic recognition system based on approximate reasoning. Inf. Sci. 61 (1-2): 135-161 (1992) Nikhil R. Pal , Sankar K. Pal: Higher order fuzzy entropy and hybrid entropy of a set. Inf. Sci. 61 (3): 211-231 (1992) Sankar K. Pal, Ashish Ghosh : Image segmentation using fuzzy correlation. Inf. Sci. 62 (3): 223-250 (1992) Sankar K. Pal: Fuzzy set theoretic measures for automatic feature evaluation: II. Inf. Sci. 64 (1-2): 165-179 (1992) C. A. Murthy , Sankar K. Pal: Bounds for membership functions: A correlation-based approach. Inf. Sci. 65 (1-2): 143-171 (1992) Sankar K. Pal, Ambarish Dasgupta : Spectral fuzzy sets and soft thresholding. Inf. Sci. 65 (1-2): 65-97 (1992) Nikhil R. Pal , Sankar K. Pal: Some properties of the exponential entropy. Inf. Sci. 66 (1-2): 119-137 (1992) Ashish Ghosh , Sankar K. Pal: Neural network, self-organization and object extraction. Pattern Recognition Letters 13 (5): 387-397 (1992) Amita Pal , Sankar K. Pal: Effect of wrong samples on the convergence of learning processes. Inf. Sci. 53 (3): 191-201 (1991) Sankar K. Pal, Azriel Rosenfeld : A fuzzy medial axis transformation based on fuzzy disks. Pattern Recognition Letters 12 (10): 585-590 (1991) Amita Pal , Sankar K. Pal: Generalized guard-zone algorithm (GGA) for learning: automatic selection of threshold. Pattern Recognition 23 (3-4): 325-335 (1990) Malay K. Kundu , Sankar K. Pal: Automatic selection of object enhancement operator with quantitative justification based on fuzzy set theoretic measures. Pattern Recognition Letters 11 (12): 811-829 (1990) Sankar K. Pal, Ashish Ghosh : Index of area coverage of fuzzy image subsets and object extraction. Pattern Recognition Letters 11 (12): 831-841 (1990) C. A. Murthy , Sankar K. Pal: Fuzzy thresholding: mathematical framework, bound functions and weighted moving average technique. Pattern Recognition Letters 11 (3): 197-206 (1990) Sankar K. Pal, Atanu Bhattacharyya : Pattern recognition techniques in analyzing the effect of thiourea on brain neurosecretory cells. Pattern Recognition Letters 11 (6): 443-451 (1990) Sankar K. Pal, Sushmita Mitra : Fuzzy dynamic clustering algorithm. Pattern Recognition Letters 11 (8): 525-535 (1990) Sankar K. Pal: Fuzzy skeletonization of an image. Pattern Recognition Letters 10 (1): 17-23 (1989) Amita Pathak , Sankar K. Pal: On the convergence of "A self-supervised vowel recognition system". Pattern Recognition 20 (2): 237-244 (1987) Sankar K. Pal, A. K. Datta , D. Dutta Majumder : A self-supervised vowel recognition system. 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