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Sanghamitra Bandyopadhyay

Papers on DiSC'06


Simulated annealing using a reversible jump Markov chain Monte Carlo algorithm for fuzzy clustering

Publications


Note: Links lead to the DBLP on the Web.

Sanghamitra Bandyopadhyay

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

Sanghamitra Bandyopadhyay: Automatic Determination of the Number of Fuzzy Clusters Using Simulated Annealing with Variable Representation. ISMIS 2005 : 594-602

Shubhra Sankar Ray , Sanghamitra Bandyopadhyay, Sankar K. Pal : New Genetic Operators for Solving TSP: Application to Microarray Gene Ordering. PReMI 2005 : 617-622

Praveen K. Tripathi , Sanghamitra Bandyopadhyay, Sankar K. Pal : Incorporating Distance Domination in Multiobjective Evolutionary Algorithm. PReMI 2005 : 684-689

Sanghamitra Bandyopadhyay: An efficient technique for superfamily classification of amino acid sequences: feature extraction, fuzzy clustering and prototype selection. Fuzzy Sets and Systems 152 (1): 5-16 (2005)

Malay Kumar Pakhira , Sanghamitra Bandyopadhyay, Ujjwal Maulik : A study of some fuzzy cluster validity indices, genetic clustering and application to pixel classification. Fuzzy Sets and Systems 155 (2): 191-214 (2005)

Sanghamitra Bandyopadhyay: Simulated Annealing Using a Reversible Jump Markov Chain Monte Carlo Algorithm for Fuzzy Clustering. IEEE Trans. Knowl. Data Eng. 17 (4): 479-490 (2005)

Sanghamitra Bandyopadhyay, Angshuman Bagchi , Ujjwal Maulik : Active Site Driven Ligand Design: an Evolutionary Approach. J. Bioinformatics and Computational Biology 3 (5): 1053-1070 (2005)

Shubhra Sankar Ray , Sanghamitra Bandyopadhyay, Sankar K. Pal : New Operators of Genetic Algorithms for Traveling Salesman Problem. ICPR (2) 2004 : 497-500

Sanghamitra Bandyopadhyay: An automatic shape independent clustering technique. Pattern Recognition 37 (1): 33-45 (2004)

Malay Kumar Pakhira , Sanghamitra Bandyopadhyay, Ujjwal Maulik : Validity index for crisp and fuzzy clusters. Pattern Recognition 37 (3): 487-501 (2004)

Sanghamitra Bandyopadhyay: Feature Extraction in Transformed Domain for Protein Superfamily Identification from Amino Acid Sequences. IICAI 2003 : 610-620

S. Roy , Sanghamitra Bandyopadhyay, Ujjwal Maulik : Evolutionary Approach to Solve the Complex-Triangle Elimination (CTE) Problem of VLSI Floor-planning. IICAI 2003 : 646-655

Sanghamitra Bandyopadhyay, Ujjwal Maulik , Diane J. Cook , Lawrence B. Holder , Yousuf Ajmerwala : Enhancing Structure Discovery for Data Mining in Graphical Databases Using Evolutionary Programming. FLAIRS Conference 2002 : 232-236

Ujjwal Maulik , Sanghamitra Bandyopadhyay, Malay Kumar Pakhira : Clustering Using Annealing Evolution: Application to Pixel Classification of Satellite Images. ICVGIP 2002

S. Bhattacharya , Ujjwal Maulik , Sanghamitra Bandyopadhyay: Efficient Object Extraction Using Fuzzy Cardinality Based Thresholding, Hopfield Network. ICVGIP 2002

Ujjwal Maulik , Sanghamitra Bandyopadhyay: Performance Evaluation of Some Clustering Algorithms and Validity Indices. IEEE Trans. Pattern Anal. Mach. Intell. 24 (12): 1650-1654 (2002)

Sanghamitra Bandyopadhyay, Ujjwal Maulik : An evolutionary technique based on K-Means algorithm for optimal clustering in R N . Inf. Sci. 146 (1-4): 221-237 (2002)

Sanghamitra Bandyopadhyay, Ujjwal Maulik : Efficient prototype reordering in nearest neighbor classification. Pattern Recognition 35 (12): 2791-2799 (2002)

Sanghamitra Bandyopadhyay, Ujjwal Maulik : Genetic clustering for automatic evolution of clusters and application to image classification. Pattern Recognition 35 (6): 1197-1208 (2002)

Sanghamitra Bandyopadhyay, Ujjwal Maulik , Malay Kumar Pakhira : Clustering Using Simulated Annealing with Probabilistic Redistribution. IJPRAI 15 (2): 269-285 (2001)

Ujjwal Maulik , Sanghamitra Bandyopadhyay, John C. Trinder : SAFE: An Efficient Feature Extraction Technique. Knowl. Inf. Syst. 3 (3): 374-387 (2001)

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)

Ujjwal Maulik , Sanghamitra Bandyopadhyay: Genetic algorithm-based clustering technique. Pattern Recognition 33 (9): 1455-1465 (2000)

Sanghamitra Bandyopadhyay, Sankar K. Pal : Relation Between VGA-classifier and MLP : Determination of Network Architecture. Fundam. Inform. 37 (1-2): 177-199 (1999)

Hillol Kargupta , Sanghamitra Bandyopadhyay: Further Experimentations on the Scalability of the GEMGA. PPSN 1998 : 315-324

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)

Sanghamitra Bandyopadhyay, Sankar K. Pal , C. A. Murthy : Simulated Annealing Based Pattern Classification. Inf. Sci. 109 (1-4): 165-184 (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)

Sanghamitra Bandyopadhyay, Sankar K. Pal : Pattern classification with genetic algorithms: Incorporation of chromosome differentiation. Pattern Recognition Letters 18 (2): 119-131 (1997)

Sanghamitra Bandyopadhyay, C. A. Murthy , Sankar K. Pal : Pattern classification with genetic algorithms. Pattern Recognition Letters 16 (8): 801-808 (1995)

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