Ujjwal Maulik

	2012
85		Kartick Chandra Mondal, Nicolas Pasquier, Anirban Mukhopadhyay, Célia da Costa Pereira, Ujjwal Maulik, Andrea Tettamanzi: Prediction of Protein Interactions on HIV-1-Human PPI Data using a Novel Closure-based Integrated Approach. BIOINFORMATICS 2012: 164-173
84		Debarka Sengupta, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Score Based Aggregation of microRNA Target Orderings. ISBRA 2012: 237-248
83		Ujjwal Maulik, Anasua Sarkar: Efficient parallel algorithm for pixel classification in remote sensing imagery. GeoInformatica 16(2): 391-407 (2012)
82		Indrajit Saha, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Dariusz Plewczynski: SVMeFC: SVM Ensemble Fuzzy Clustering for Satellite Image Segmentation. IEEE Geosci. Remote Sensing Lett. 9(1): 52-55 (2012)
81		Debarka Sengupta, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Weighted Markov Chain Based Aggregation of Biomolecule Orderings. IEEE/ACM Trans. Comput. Biology Bioinform. 9(3): 924-933 (2012)
80		Indrajit Saha, Dariusz Plewczynski, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Improved differential evolution for microarray analysis. IJDMB 6(1): 86-103 (2012)
79		Siddhartha Bhattacharyya, Ujjwal Maulik, Paramartha Dutta: A parallel bi-directional self-organizing neural network (PBDSONN) architecture for color image extraction and segmentation. Neurocomputing 86: 1-23 (2012)
78		Abhijit Chakraborty, Sudeshna Ghosh, Garisha Chowdhary, Ujjwal Maulik, Saikat Chakrabarti: DBETH: A Database of Bacterial Exotoxins for Human. Nucleic Acids Research 40(Database-Issue): 615-620 (2012)
	2011
77		Ujjwal Maulik, Sanghamitra Bandyopadhyay, Anirban Mukhopadhyay: Multiobjective Genetic Algorithms for Clustering - Applications in Data Mining and Bioinformatics. Springer 2011: I-XVI, 1-281
76		Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Discovery of MicroRNA markers: An SVM-based multiobjective feature selection approach. CIBCB 2011: 141-145
75		Indrajit Saha, Ujjwal Maulik, Dariusz Plewczynski: PMAFC: A New Probabilistic Memetic Algorithm Based Fuzzy Clustering. ISMIS 2011: 602-611
74		Malay Bhattacharyya, Sanghamitra Bandyopadhyay, Ujjwal Maulik: Finding Bicliques in Digraphs: Application into Viral-Host Protein Interactome. PReMI 2011: 412-417
73		Anirban Mukhopadhyay, Moumita De, Ujjwal Maulik: Selection of GO-Based Semantic Similarity Measures through AMDE for Predicting Protein-Protein Interactions. SEMCCO (2) 2011: 55-62
72		Anirban Mukhopadhyay, Ujjwal Maulik: A multiobjective approach to MR brain image segmentation. Appl. Soft Comput. 11(1): 872-880 (2011)
71		Siddhartha Bhattacharyya, Ujjwal Maulik, Paramartha Dutta: Multilevel image segmentation with adaptive image context based thresholding. Appl. Soft Comput. 11(1): 946-962 (2011)
70		Indrajit Saha, Ujjwal Maulik, Dariusz Plewczynski: A new multi-objective technique for differential fuzzy clustering. Appl. Soft Comput. 11(2): 2765-2776 (2011)
69		Ujjwal Maulik: Analysis of gene microarray data in a soft computing framework. Appl. Soft Comput. 11(6): 4152-4160 (2011)
68		Indrajit Saha, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Dariusz Plewczynski: Improvement of new automatic differential fuzzy clustering using SVM classifier for microarray analysis. Expert Syst. Appl. 38(12): 15122-15133 (2011)
67		Indrajit Saha, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Dariusz Plewczynski: Unsupervised and Supervised Learning Approaches Together for Microarray Analysis. Fundam. Inform. 106(1): 45-73 (2011)
66		Ujjwal Maulik, Debasis Chakraborty: A self-trained ensemble with semisupervised SVM: An application to pixel classification of remote sensing imagery. Pattern Recognition 44(3): 615-623 (2011)
	2010
65		Kartick Chandra Mondal, Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Nicolas Pasquier: MOSCFRA: A Multi-objective Genetic Approach for Simultaneous Clustering and Gene Ranking. CIBB 2010: 174-187
64		Indrajit Saha, Dariusz Plewczynski, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Improvement of Differential Crisp Clustering using ANN Classifier for Unsupervised Pixel Classification of Satellite Image. ICEIS (2) 2010: 21-29
63		Indrajit Saha, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Dariusz Plewczynski: Real-coded differential crisp clustering for MRI brain image segmentation. IEEE Congress on Evolutionary Computation 2010: 1-8
62		Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Simultaneous informative gene selection and clustering through multiobjective optimization. IEEE Congress on Evolutionary Computation 2010: 1-8
61		Indrajit Saha, Dariusz Plewczynski, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Consensus Multiobjective Differential Crisp Clustering for Categorical Data Analysis. RSCTC 2010: 30-39
60		Indrajit Saha, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Dariusz Plewczynski: Cancer Classification using SVM-boosted Multiobjective Differential Fuzzy Clustering. STAIRS 2010: 290-302
59		Ramkrishna Mitra, Sanghamitra Bandyopadhyay, Ujjwal Maulik, Michael Q. Zhang: SFSSClass: an integrated approach for miRNA based tumor classification. BMC Bioinformatics 11(S-1): 22 (2010)
58		Ujjwal Maulik, Anirban Mukhopadhyay: Simulated annealing based automatic fuzzy clustering combined with ANN classification for analyzing microarray data. Computers & OR 37(8): 1369-1380 (2010)
57		Sriparna Saha, Ujjwal Maulik: Use of symmetry and stability for data clustering. Evolutionary Intelligence 3(3-4): 103-122 (2010)
56		Ujjwal Maulik, Debasis Chakraborty: A Robust Multiple Classifier System for Pixel Classification of Remote Sensing Images. Fundam. Inform. 101(4): 286-304 (2010)
55		Ujjwal Maulik, Anasua Sarkar: Evolutionary Rough Parallel Multi-Objective Optimization Algorithm. Fundam. Inform. 99(1): 13-27 (2010)
54		Ujjwal Maulik, Indrajit Saha: Automatic Fuzzy Clustering Using Modified Differential Evolution for Image Classification. IEEE T. Geoscience and Remote Sensing 48(9): 3503-3510 (2010)
53		Ujjwal Maulik, Sanghamitra Bandyopadhyay, Indrajit Saha: Integrating Clustering and Supervised Learning for Categorical Data Analysis. IEEE Transactions on Systems, Man, and Cybernetics, Part A 40(4): 664-675 (2010)
	2009
52		Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Refining Genetic Algorithm Based Fuzzy Clustering through Supervised Learning for Unsupervised Cancer Classification. EvoBIO 2009: 191-202
51		Indrajit Saha, Ujjwal Maulik, Sanghamitra Bandyopadhyay: An Improved Multi-objective Technique for Fuzzy Clustering with Application to IRS Image Segmentation. EvoWorkshops 2009: 426-431
50		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
49		Anasua Sarkar, Ujjwal Maulik: Parallel Point Symmetry Based Clustering for Gene Microarray Data. ICAPR 2009: 351-354
48		Anirban Mukhopadhyay, Ujjwal Maulik: Unsupervised Satellite Image Segmentation by Combining SA Based Fuzzy Clustering with Support Vector Machine. ICAPR 2009: 381-384
47		Anirban Mukhopadhyay, Sanghamitra Bandyopadhyay, Ujjwal Maulik: Analysis of microarray data using multiobjective variable string length genetic fuzzy clustering. IEEE Congress on Evolutionary Computation 2009: 1313-1319
46		Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Unsupervised cancer classification through SVM-boosted multiobjective fuzzy clustering with majority voting ensemble. IEEE Congress on Evolutionary Computation 2009: 255-261
45		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)
44		Ujjwal Maulik, Anirban Mukhopadhyay, Sanghamitra Bandyopadhyay: Combining Pareto-optimal clusters using supervised learning for identifying co-expressed genes. BMC Bioinformatics 10: (2009)
43		Anirban Mukhopadhyay, Ujjwal Maulik: Unsupervised Pixel Classification in Satellite Imagery Using Multiobjective Fuzzy Clustering Combined With SVM Classifier. IEEE T. Geoscience and Remote Sensing 47(4): 1132-1138 (2009)
42		Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Multiobjective Genetic Algorithm-Based Fuzzy Clustering of Categorical Attributes. IEEE Trans. Evolutionary Computation 13(5): 991-1005 (2009)
41		Ujjwal Maulik: Medical Image Segmentation Using Genetic Algorithms. IEEE Transactions on Information Technology in Biomedicine 13(2): 166-173 (2009)
40		Ujjwal Maulik, Anirban Mukhopadhyay, Sanghamitra Bandyopadhyay: Finding Multiple Coherent Biclusters in Microarray Data Using Variable String Length Multiobjective Genetic Algorithm. IEEE Transactions on Information Technology in Biomedicine 13(6): 969-975 (2009)
39		Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay: A Novel Coherence Measure for Discovering Scaling Biclusters from Gene Expression Data. J. Bioinformatics and Computational Biology 7(5): 853-868 (2009)
38		Anirban Mukhopadhyay, Ujjwal Maulik: Towards improving fuzzy clustering using support vector machine: Application to gene expression data. Pattern Recognition 42(11): 2744-2763 (2009)
37		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
36		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
35		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
34		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
33		Anirban Mukhopadhyay, Ujjwal Maulik: Unsupervised Pixel Classification in Satellite Imagery: A Two-stage Fuzzy Clustering Approach. Fundam. Inform. 86(4): 411-428 (2008)
32		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)
31		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)
30		Ujjwal Maulik: Hierarchical Pattern Discovery in Graphs. IEEE Transactions on Systems, Man, and Cybernetics, Part C 38(6): 867-872 (2008)
	2007
29		Sanghamitra Bandyopadhyay, Ujjwal Maulik, Jason Tsong-Li Wang: Analysis of Biological Data: A Soft Computing Approach World Scientific 2007
28		Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Multiobjective Genetic Fuzzy Clustering of Categorical Attributes. ICIT 2007: 74-79
27		Anirban Mukhopadhyay, Ujjwal Maulik: Multiobjective approach to categorical data clustering. IEEE Congress on Evolutionary Computation 2007: 1296-1303
26		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
25		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
24		Sanghamitra Bandyopadhyay, Anirban Mukhopadhyay, Ujjwal Maulik: An improved algorithm for clustering gene expression data. Bioinformatics 23(21): 2859-2865 (2007)
23		Sanghamitra Bandyopadhyay, Ujjwal Maulik, Anirban Mukhopadhyay: Multiobjective Genetic Clustering for Pixel Classification in Remote Sensing Imagery. IEEE T. Geoscience and Remote Sensing 45(5-2): 1506-1511 (2007)
22		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
21		Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Efficient Two-stage Fuzzy Clustering of Microarray Gene Expression Data. ICIT 2006: 11-14
20		Sriparna Saha, Sanghamitra Bandyopadhyay, Ujjwal Maulik: A New Symmetry Based Cluster Validity Index: Application to Satellite Image Segmentation. ICIT 2006: 121-124
19		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
18		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)
17		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
16		Malay Kumar Pakhira, Sanghamitra Bandyopadhyay, Ujjwal Maulik: Validity index for crisp and fuzzy clusters. Pattern Recognition 37(3): 487-501 (2004)
	2003
15		S. Roy, Sanghamitra Bandyopadhyay, Ujjwal Maulik: Evolutionary Approach to Solve the Complex-Triangle Elimination (CTE) Problem of VLSI Floor-planning. IICAI 2003: 646-655
14		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)
13		Ujjwal Maulik, Sanghamitra Bandyopadhyay: Fuzzy partitioning using a real-coded variable-length genetic algorithm for pixel classification. IEEE T. Geoscience and Remote Sensing 41(5): 1075-1081 (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	[17]
3	Sanghamitra Bandyopadhyay	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [15] [16] [17] [18] [19] [20] [21] [23] [24] [25] [26] [28] [29] [31] [32] [34] [35] [39] [40] [42] [44] [46] [47] [50] [51] [52] [53] [59] [60] [61] [62] [63] [64] [65] [67] [68] [74] [76] [77] [80] [81] [82] [84]
4	S. Bhattacharya	[10]
5	Malay Bhattacharyya	[74]
6	Siddhartha Bhattacharyya	[3] [22] [45] [71] [79]
7	Saikat Chakrabarti	[78]
8	Abhijit Chakraborty	[78]
9	Debasis Chakraborty	[56] [66]
10	Garisha Chowdhary	[78]
11	Diane J. Cook	[12]
12	Souptik Datta	[19]
13	Moumita De	[73]
14	K. Deb	[32]
15	Paramartha Dutta	[22] [45] [71] [79]
16	Sudeshna Ghosh	[78]
17	Chris Giannella	[19]
18	Lawrence B. Holder	[12]
19	Hillol Kargupta	[19]
20	Kun Liu	[19]
21	Ramkrishna Mitra	[59]
22	Bhola Nath Moitra	[14]
23	Kartick Chandra Mondal	[65] [85]
24	Heinz Mühlenbein	[26]
25	Anirban Mukhopadhyay	[21] [23] [24] [25] [27] [28] [33] [34] [35] [38] [39] [40] [42] [43] [44] [46] [47] [48] [50] [52] [58] [62] [65] [72] [73] [76] [77] [85]
26	Malay Kumar Pakhira	[5] [11] [16] [18]
27	Bijay Baran Pal	[14]
28	Sankar K. Pal	[1]
29	Nicolas Pasquier	[65] [85]
30	Célia da Costa Pereira	[85]
31	Dariusz Plewczynski	[60] [61] [63] [64] [67] [68] [70] [75] [80] [82]
32	D. Roy	[31]
33	S. Roy	[15]
34	Indrajit Saha	[37] [51] [53] [54] [60] [61] [63] [64] [67] [68] [70] [75] [80] [82]
35	Sriparna Saha	[20] [32] [57]
36	Santanu Santra	[26]
37	Anasua Sarkar	[49] [55] [83]
38	Debarka Sengupta	[81] [84]
39	Chingtham Tejbanta Singh	[36]
40	Andrea Tettamanzi	[85]
41	John C. Trinder	[4]
42	Jason Tsong-Li Wang (Jason T. L. Wang)	[29]
43	Michael Q. Zhang	[35] [59]
44	Xuegong Zhang	[35]

Colors in the list of coauthors

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