Ujjwal Maulik

	2009
42		Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Refining Genetic Algorithm Based Fuzzy Clustering through Supervised Learning for Unsupervised Cancer Classification. EvoBIO 2009: 191-202
41		Indrajit Saha, Ujjwal Maulik, Sanghamitra Bandyopadhyay: An Improved Multi-objective Technique for Fuzzy Clustering with Application to IRS Image Segmentation. EvoWorkshops 2009: 426-431
40		Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Multiobjective Genetic Clustering with Ensemble Among Pareto Front Solutions: Application to MRI Brain Image Segmentation. ICAPR 2009: 236-239
39		Anasua Sarkar, Ujjwal Maulik: Parallel Point Symmetry Based Clustering for Gene Microarray Data. ICAPR 2009: 351-354
38		Anirban Mukhopadhyay, Ujjwal Maulik: Unsupervised Satellite Image Segmentation by Combining SA Based Fuzzy Clustering with Support Vector Machine. ICAPR 2009: 381-384
37		Siddhartha Bhattacharyya, Ujjwal Maulik, Paramartha Dutta: High-speed target tracking by fuzzy hostility-induced segmentation of optical flow field. Appl. Soft Comput. 9(1): 126-134 (2009)
36		Ujjwal Maulik, Anirban Mukhopadhyay, Sanghamitra Bandyopadhyay: Combining Pareto-optimal clusters using supervised learning for identifying co-expressed genes. BMC Bioinformatics 10: (2009)
35		Anirban Mukhopadhyay, Ujjwal Maulik: Towards improving fuzzy clustering using support vector machine: Application to gene expression data. Pattern Recognition 42(11): 2744-2763 (2009)
34		Ujjwal Maulik, Indrajit Saha: Modified differential evolution based fuzzy clustering for pixel classification in remote sensing imagery. Pattern Recognition 42(9): 2135-2149 (2009)
	2008
33		Chingtham Tejbanta Singh, Ujjwal Maulik: A framework for an artificial immunity and speech based navigation for mobile robots. IEEE Congress on Evolutionary Computation 2008: 1247-1251
32		Ujjwal Maulik, Anirban Mukhopadhyay, Sanghamitra Bandyopadhyay, Michael Q. Zhang, Xuegong Zhang: Multiobjective fuzzy biclustering in microarray data: Method and a new performance measure. IEEE Congress on Evolutionary Computation 2008: 1536-1543
31		Anirban Mukhopadhyay, Sanghamitra Bandyopadhyay, Ujjwal Maulik: Combining multiobjective fuzzy clustering and probabilistic ANN classifier for unsupervised pattern classification: Application to satellite image segmentation. IEEE Congress on Evolutionary Computation 2008: 877-883
30		Anirban Mukhopadhyay, Ujjwal Maulik: Unsupervised Pixel Classification in Satellite Imagery: A Two-stage Fuzzy Clustering Approach. Fundam. Inform. 86(4): 411-428 (2008)
29		Sanghamitra Bandyopadhyay, Sriparna Saha, Ujjwal Maulik, K. Deb: A Simulated Annealing-Based Multiobjective Optimization Algorithm: AMOSA. IEEE Trans. Evolutionary Computation 12(3): 269-283 (2008)
28		Sanghamitra Bandyopadhyay, Ujjwal Maulik, D. Roy: Gene Identification: Classical and Computational Intelligence Approaches. IEEE Transactions on Systems, Man, and Cybernetics, Part C 38(1): 55-68 (2008)
	2007
27		Sanghamitra Bandyopadhyay, Ujjwal Maulik, Jason Tsong-Li Wang: Analysis of Biological Data: A Soft Computing Approach World Scientific 2007
26		Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Multiobjective Genetic Fuzzy Clustering of Categorical Attributes. ICIT 2007: 74-79
25		Anirban Mukhopadhyay, Ujjwal Maulik: Multiobjective approach to categorical data clustering. IEEE Congress on Evolutionary Computation 2007: 1296-1303
24		Sanghamitra Bandyopadhyay, Santanu Santra, Ujjwal Maulik, Heinz Mühlenbein: In Silico Design of Ligands Using Properties of Target Active Sites. Analysis of Biological Data: A Soft Computing Approach 2007: 183-201
23		Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Multiobjective Evolutionary Approach to Fuzzy Clustering of Microarray Data. Analysis of Biological Data: A Soft Computing Approach 2007: 303-328
22		Sanghamitra Bandyopadhyay, Anirban Mukhopadhyay, Ujjwal Maulik: An improved algorithm for clustering gene expression data. Bioinformatics 23(21): 2859-2865 (2007)
21		Siddhartha Bhattacharyya, Paramartha Dutta, Ujjwal Maulik: Binary object extraction using bi-directional self-organizing neural network (BDSONN) architecture with fuzzy context sensitive thresholding. Pattern Anal. Appl. 10(4): 345-360 (2007)
	2006
20		Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Efficient Two-stage Fuzzy Clustering of Microarray Gene Expression Data. ICIT 2006: 11-14
19		Sriparna Saha, Sanghamitra Bandyopadhyay, Ujjwal Maulik: A New Symmetry Based Cluster Validity Index: Application to Satellite Image Segmentation. ICIT 2006: 121-124
18		Sanghamitra Bandyopadhyay, Chris Giannella, Ujjwal Maulik, Hillol Kargupta, Kun Liu, Souptik Datta: Clustering distributed data streams in peer-to-peer environments. Inf. Sci. 176(14): 1952-1985 (2006)
	2005
17		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)
16		Sanghamitra Bandyopadhyay, Angshuman Bagchi, Ujjwal Maulik: Active Site Driven Ligand Design: an Evolutionary Approach. J. Bioinformatics and Computational Biology 3(5): 1053-1070 (2005)
	2004
15		Malay Kumar Pakhira, Sanghamitra Bandyopadhyay, Ujjwal Maulik: Validity index for crisp and fuzzy clusters. Pattern Recognition 37(3): 487-501 (2004)
	2003
14		S. Roy, Sanghamitra Bandyopadhyay, Ujjwal Maulik: Evolutionary Approach to Solve the Complex-Triangle Elimination (CTE) Problem of VLSI Floor-planning. IICAI 2003: 646-655
13		Bijay Baran Pal, Bhola Nath Moitra, Ujjwal Maulik: A goal programming procedure for fuzzy multiobjective linear fractional programming problem. Fuzzy Sets and Systems 139(2): 395-405 (2003)
	2002
12		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
11		Ujjwal Maulik, Sanghamitra Bandyopadhyay, Malay Kumar Pakhira: Clustering Using Annealing Evolution: Application to Pixel Classification of Satellite Images. ICVGIP 2002
10		S. Bhattacharya, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Efficient Object Extraction Using Fuzzy Cardinality Based Thresholding, Hopfield Network. ICVGIP 2002
9		Ujjwal Maulik, Sanghamitra Bandyopadhyay: Performance Evaluation of Some Clustering Algorithms and Validity Indices. IEEE Trans. Pattern Anal. Mach. Intell. 24(12): 1650-1654 (2002)
8		Sanghamitra Bandyopadhyay, Ujjwal Maulik: An evolutionary technique based on K-Means algorithm for optimal clustering in RN. Inf. Sci. 146(1-4): 221-237 (2002)
7		Sanghamitra Bandyopadhyay, Ujjwal Maulik: Efficient prototype reordering in nearest neighbor classification. Pattern Recognition 35(12): 2791-2799 (2002)
6		Sanghamitra Bandyopadhyay, Ujjwal Maulik: Genetic clustering for automatic evolution of clusters and application to image classification. Pattern Recognition 35(6): 1197-1208 (2002)
	2001
5		Sanghamitra Bandyopadhyay, Ujjwal Maulik, Malay Kumar Pakhira: Clustering Using Simulated Annealing with Probabilistic Redistribution. IJPRAI 15(2): 269-285 (2001)
4		Ujjwal Maulik, Sanghamitra Bandyopadhyay, John C. Trinder: SAFE: An Efficient Feature Extraction Technique. Knowl. Inf. Syst. 3(3): 374-387 (2001)
	2000
3		Ujjwal Maulik, Sanghamitra Bandyopadhyay, Siddhartha Bhattacharyya: Fault tolerant permutation mapping in multistage interconnection network. Journal of Systems Architecture 46(3): 297-300 (2000)
2		Ujjwal Maulik, Sanghamitra Bandyopadhyay: Genetic algorithm-based clustering technique. Pattern Recognition 33(9): 1455-1465 (2000)
	1998
1		Sanghamitra Bandyopadhyay, Sankar K. Pal, Ujjwal Maulik: Incorporating Chromosome Differentaition in Genetic Algorithms. Inf. Sci. 104(3-4): 293-319 (1998)

Coauthor Index

1	Yousuf Ajmerwala	[12]
2	Angshuman Bagchi	[16]
3	Sanghamitra Bandyopadhyay	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [14] [15] [16] [17] [18] [19] [20] [22] [23] [24] [26] [27] [28] [29] [31] [32] [36] [40] [41] [42]
4	S. Bhattacharya	[10]
5	Siddhartha Bhattacharyya	[3] [21] [37]
6	Diane J. Cook	[12]
7	Souptik Datta	[18]
8	K. Deb	[29]
9	Paramartha Dutta	[21] [37]
10	Chris Giannella	[18]
11	Lawrence B. Holder	[12]
12	Hillol Kargupta	[18]
13	Kun Liu	[18]
14	Bhola Nath Moitra	[13]
15	Heinz Mühlenbein	[24]
16	Anirban Mukhopadhyay	[20] [22] [23] [25] [26] [30] [31] [32] [35] [36] [38] [40] [42]
17	Malay Kumar Pakhira	[5] [11] [15] [17]
18	Bijay Baran Pal	[13]
19	Sankar K. Pal	[1]
20	D. Roy	[28]
21	S. Roy	[14]
22	Indrajit Saha	[34] [41]
23	Sriparna Saha	[19] [29]
24	Santanu Santra	[24]
25	Anasua Sarkar	[39]
26	Chingtham Tejbanta Singh	[33]
27	John C. Trinder	[4]
28	Jason Tsong-Li Wang (Jason T. L. Wang)	[27]
29	Michael Q. Zhang	[32]
30	Xuegong Zhang	[32]

Colors in the list of coauthors