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ORCIDSankar K. Pal
Sankar Kumar Pal
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- affiliation: Indian Statistical Institute, India
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Books and Theses
- 2021
[b3]Debarati B. Chakraborty, Sankar K. Pal:
Granular Video Computing - with Rough Sets, Deep Learning and in IoT. WorldScientific 2021, ISBN 9789811227110, pp. 1-260- 2017
- [b2]Sankar K. Pal, Shubhra Sankar Ray, Avatharam Ganivada:
Granular Neural Networks, Pattern Recognition and Bioinformatics. Studies in Computational Intelligence 712, Springer 2017, ISBN 978-3-319-57113-3, pp. 1-222 - 2007
- [b1]Sanghamitra Bandyopadhyay, Sankar Kumar Pal:
Classification and learning using genetic algorithms - applications in bioinformatics and web intelligence. Natural computing series, Springer 2007, ISBN 978-3-540-49606-9, pp. I-XV, 1-311
Journal Articles
- 2024
- [j230]Sankar K. Pal
, Dasari Arun Kumar, Saroj K. Meher:
GrI-CNN: Granulated Deep Learning Model With Interpretable Architecture for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - 2023
- [j229]Anima Pramanik, Sobhan Sarkar, Sankar K. Pal:
Video surveillance-based fall detection system using object-level feature thresholding and Z-numbers. Knowl. Based Syst. 280: 110992 (2023) - [j228]Sankar K. Pal, Dasari Arun Kumar:
Adaptive Granulation-Based Convolutional Neural Networks With Single Pass Learning for Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 57-70 (2023) - [j227]Pritam Paral, Amitava Chatterjee, Anjan Rakshit, Sankar K. Pal:
Extended Target Tracking in Human-Robot Coexisting Environments via Multisensor Information Fusion: A Heteroscedastic Gaussian Process Regression-Based Approach. IEEE Trans. Ind. Informatics 19(9): 9877-9886 (2023) - 2022
- [j226]Anima Pramanik, Sankar K. Pal, Jhareswar Maiti, Pabitra Mitra:
Granulated RCNN and Multi-Class Deep SORT for Multi-Object Detection and Tracking. IEEE Trans. Emerg. Top. Comput. Intell. 6(1): 171-181 (2022) - [j225]Ashish Garg, Souvik Das, Jhareswar Maiti, Sankar K. Pal:
Granulized Z-VIKOR Model for Failure Mode and Effect Analysis. IEEE Trans. Fuzzy Syst. 30(2): 297-309 (2022) - [j224]Romi Banerjee, Sankar K. Pal, Jayanta Kumar Pal:
A Decade of the Z-Numbers. IEEE Trans. Fuzzy Syst. 30(8): 2800-2812 (2022) - [j223]Pritam Paral, Amitava Chatterjee, Anjan Rakshit, Sankar K. Pal:
Sonar-Based Human Leg Localization Using Chaos Enhanced Dynamic Neighborhood Learning-Based GSA Aided sNDT Algorithm. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - [j222]Anima Pramanik, Sankar Kumar Pal, Jhareswar Maiti, Pabitra Mitra:
Traffic Anomaly Detection and Video Summarization Using Spatio-Temporal Rough Fuzzy Granulation With Z-Numbers. IEEE Trans. Intell. Transp. Syst. 23(12): 24116-24125 (2022) - [j221]Sudip Misra, Ayan Mondal, P. V. Sudheer Kumar, Sankar K. Pal:
SEED: QoS-Aware Sustainable Energy Distribution in Smart Grid. IEEE Trans. Sustain. Comput. 7(1): 211-220 (2022) - 2021
- [j220]Sankar K. Pal, Anima Pramanik, Jhareswar Maiti, Pabitra Mitra:
Deep learning in multi-object detection and tracking: state of the art. Appl. Intell. 51(9): 6400-6429 (2021) - [j219]Debarati Bhunia Chakraborty, Sankar K. Pal:
Rough video conceptualization for real-time event precognition with motion entropy. Inf. Sci. 543: 488-503 (2021) - [j218]Jayanta Kumar Pal, Shubhra Sankar Ray, Sankar K. Pal:
Identifying Drug Resistant miRNAs Using Entropy Based Ranking. IEEE ACM Trans. Comput. Biol. Bioinform. 18(3): 973-984 (2021) - 2020
- [j217]Sankar K. Pal, Debasmita Bhoumik, Debarati Bhunia Chakraborty:
Granulated deep learning and Z-numbers in motion detection and object recognition. Neural Comput. Appl. 32(21): 16533-16548 (2020) - [j216]Lucia Maddalena, Marco Gori, Sankar K. Pal:
Pattern recognition and beyond: Alfredo Petrosino's scientific results. Pattern Recognit. Lett. 138: 659-669 (2020) - [j215]Romi Banerjee, Sankar K. Pal:
Z*-Numbers, Data Structures, and Thinking in Machine-Mind Architecture. IEEE Trans. Emerg. Top. Comput. Intell. 4(5): 686-695 (2020) - [j214]Souvik Das, Ashish Garg, Sankar K. Pal, Jhareswar Maiti:
A Weighted Similarity Measure Between Z-Numbers and Bow-Tie Quantification. IEEE Trans. Fuzzy Syst. 28(9): 2131-2142 (2020) - 2018
- [j213]Sudip Misra, Samaresh Bera, Achuthananda M. P., Sankar K. Pal, Mohammad S. Obaidat:
Situation-Aware Protocol Switching in Software-Defined Wireless Sensor Network Systems. IEEE Syst. J. 12(3): 2353-2360 (2018) - [j212]Ayan Mondal, Sudip Misra, Lakshmi S. Patel, Sankar K. Pal, Mohammad S. Obaidat:
DEMANDS: Distributed Energy Management Using Noncooperative Scheduling in Smart Grid. IEEE Syst. J. 12(3): 2645-2653 (2018) - [j211]Romi Banerjee, Sankar K. Pal:
Data-Structures for Multisensory Information Processing in an Embodied Machine-Mind. IEEE Trans. Cogn. Dev. Syst. 10(3): 726-737 (2018) - [j210]Jayanta Kumar Pal, Shubhra Sankar Ray, Sung-Bae Cho, Sankar K. Pal:
Fuzzy-Rough Entropy Measure and Histogram Based Patient Selection for miRNA Ranking in Cancer. IEEE ACM Trans. Comput. Biol. Bioinform. 15(2): 659-672 (2018) - [j209]Suman Kundu, Sankar K. Pal:
Double Bounded Rough Set, Tension Measure, and Social Link Prediction. IEEE Trans. Comput. Soc. Syst. 5(3): 841-853 (2018) - [j208]Debarati Bhunia Chakraborty, Sankar K. Pal:
Neighborhood Rough Filter and Intuitionistic Entropy in Unsupervised Tracking. IEEE Trans. Fuzzy Syst. 26(4): 2188-2200 (2018) - 2017
- [j207]Jayanta Kumar Pal, Shubhra Sankar Ray, Sankar K. Pal:
Fuzzy mutual information based grouping and new fitness function for PSO in selection of miRNAs in cancer. Comput. Biol. Medicine 89: 540-548 (2017) - [j206]Romi Banerjee, Sankar K. Pal:
A computational model for the endogenous arousal of thoughts through Z*-numbers. Inf. Sci. 405: 227-258 (2017) - [j205]Sankar Kumar Pal, Debarati Bhunia Chakraborty:
Granular Flow Graph, Adaptive Rule Generation and Tracking. IEEE Trans. Cybern. 47(12): 4096-4107 (2017) - 2016
- [j204]Ali Hassan El-Baz, Ahmad Said Tolba, Sankar K. Pal:
Robust Boosted Parameter Based Combined Classifier for Rotation Invariant Texture Classification. Appl. Artif. Intell. 30(2): 77-96 (2016) - [j203]Jayanta Kumar Pal, Shubhra Sankar Ray, Sankar K. Pal:
Identifying relevant group of miRNAs in cancer using fuzzy mutual information. Medical Biol. Eng. Comput. 54(4): 701-710 (2016) - [j202]Pradipta Maji, Sankar K. Pal, Andrzej Skowron:
Preface: pattern recognition and mining. Nat. Comput. 15(3): 355-357 (2016) - [j201]Debarati Bhunia Chakraborty, Sankar K. Pal:
Neighborhood granules and rough rule-base in tracking. Nat. Comput. 15(3): 359-370 (2016) - [j200]Shubhra Sankar Ray, Avatharam Ganivada, Sankar K. Pal:
A Granular Self-Organizing Map for Clustering and Gene Selection in Microarray Data. IEEE Trans. Neural Networks Learn. Syst. 27(9): 1890-1906 (2016) - 2015
- [j199]Sankar K. Pal, B. Uma Shankar:
Guest Editorial. IET Image Process. 9(11): 923-924 (2015) - [j198]Suman Kundu, Sankar K. Pal:
FGSN: Fuzzy Granular Social Networks - Model and applications. Inf. Sci. 314: 100-117 (2015) - [j197]Suman Kundu, Sankar K. Pal:
Deprecation based greedy strategy for target set selection in large scale social networks. Inf. Sci. 316: 107-122 (2015) - [j196]Romi Banerjee, Sankar K. Pal:
Z*-numbers: Augmented Z-numbers for machine-subjectivity representation. Inf. Sci. 323: 143-178 (2015) - [j195]Romi Banerjee, Sankar K. Pal:
Text comprehension and the computational mind-agencies. Nat. Comput. 14(4): 603-635 (2015) - [j194]Sankar K. Pal, Saroj K. Meher, Andrzej Skowron:
Data science, big data and granular mining. Pattern Recognit. Lett. 67: 109-112 (2015) - [j193]Suman Kundu, Sankar K. Pal:
Fuzzy-rough community in social networks. Pattern Recognit. Lett. 67: 145-152 (2015) - 2014
- [j192]Sankar K. Pal, Suman Kundu, C. A. Murthy:
Centrality Measures, Upper Bound, and Influence Maximization in Large Scale Directed Social Networks. Fundam. Informaticae 130(3): 317-342 (2014) - [j191]Swarup Chattopadhyay, C. A. Murthy, Sankar K. Pal:
Fitting truncated geometric distributions in large scale real world networks. Theor. Comput. Sci. 551: 22-38 (2014) - [j190]Alessia Albanese, Sankar K. Pal, Alfredo Petrosino:
Rough Sets, Kernel Set, and Spatiotemporal Outlier Detection. IEEE Trans. Knowl. Data Eng. 26(1): 194-207 (2014) - [j189]Alfredo Petrosino, Sankar K. Pal:
Guest Editorial on Decision Making in Human and Machine Vision. IEEE Trans. Syst. Man Cybern. Syst. 44(5): 521-522 (2014) - 2013
- [j188]Sankar K. Pal, Saroj K. Meher:
Special issue on granular soft computing for pattern recognition and mining. Appl. Soft Comput. 13(9): 3942-3943 (2013) - [j187]Sankar K. Pal, Saroj K. Meher:
Title Paper: Natural computing: A problem solving paradigm with granular information processing. Appl. Soft Comput. 13(9): 3944-3955 (2013) - [j186]Debarati B. Chakraborty, B. Uma Shankar, Sankar K. Pal:
Granulation, rough entropy and spatiotemporal moving object detection. Appl. Soft Comput. 13(9): 4001-4009 (2013) - [j185]Sankar K. Pal, Debarati B. Chakraborty:
Unsupervised Tracking, Roughness and Quantitative Indices. Fundam. Informaticae 124(1-2): 63-90 (2013) - [j184]Sankar K. Pal, Romi Banerjee, Soumitra Dutta, Samar Sen Sarma:
An Insight Into The Z-number Approach To CWW. Fundam. Informaticae 124(1-2): 197-229 (2013) - [j183]Zhihua Cui, Sheela Ramanna, James F. Peters, Sankar K. Pal:
Preface. Fundam. Informaticae 124(1-2): v-viii (2013) - [j182]Jayanta Kumar Pal, Shubhra Sankar Ray, Sankar K. Pal:
A Weighted Threshold for Detection of Cancerous miRNA Expressions. Fundam. Informaticae 127(1-4): 289-305 (2013) - [j181]Shashi Poddar, Suman Tewary, Deewakar Sharma, Vinod Karar, Ashish Ghosh, Sankar K. Pal:
Non-parametric modified histogram equalisation for contrast enhancement. IET Image Process. 7(7): 641-652 (2013) - [j180]Debashis Sen, Niloy Gupta, Sankar K. Pal:
Incorporating local image structure in normalized cut based graph partitioning for grouping of pixels. Inf. Sci. 248: 214-238 (2013) - [j179]Avatharam Ganivada, Shubhra Sankar Ray, Sankar K. Pal:
Fuzzy rough sets, and a granular neural network for unsupervised feature selection. Neural Networks 48: 91-108 (2013) - [j178]Shubhra Sankar Ray, Sankar K. Pal:
RNA Secondary Structure Prediction Using Soft Computing. IEEE ACM Trans. Comput. Biol. Bioinform. 10(1): 2-17 (2013) - [j177]Sankar K. Pal, Romi Banerjee:
Context granulation and subjective-information quantification. Theor. Comput. Sci. 488: 2-14 (2013) - 2012
- [j176]Sankar K. Pal:
Granular Mining and Rough-Fuzzy Pattern Recognition: A Way to Natural Computation. IEEE Intell. Informatics Bull. 13(1): 3-13 (2012) - [j175]Dinabandhu Bhandari, C. A. Murthy, Sankar K. Pal:
Variance as a Stopping Criterion for Genetic Algorithms with Elitist Model. Fundam. Informaticae 120(2): 145-164 (2012) - [j174]Debashis Sen, Sankar K. Pal:
Improving feature space based image segmentation via density modification. Inf. Sci. 191: 169-191 (2012) - [j173]Sankar K. Pal, Saroj K. Meher, Soumitra Dutta:
Class-dependent rough-fuzzy granular space, dispersion index and classification. Pattern Recognit. 45(7): 2690-2707 (2012) - [j172]Shubhra Sankar Ray, Sanghamitra Bandyopadhyay, Sankar K. Pal:
A Weighted Power Framework for Integrating Multisource Information: Gene Function Prediction in Yeast. IEEE Trans. Biomed. Eng. 59(4): 1162-1168 (2012) - [j171]Avatharam Ganivada, Shubhra Sankar Ray, Sankar K. Pal:
Fuzzy rough granular self-organizing map and fuzzy rough entropy. Theor. Comput. Sci. 466: 37-63 (2012) - 2011
- [j170]Saroj K. Meher, Sankar K. Pal:
Rough-wavelet granular space and classification of multispectral remote sensing image. Appl. Soft Comput. 11(8): 5662-5673 (2011) - [j169]Avatharam Ganivada, Sankar K. Pal:
A Novel Fuzzy Rough Granular Neural Network for Classification. Int. J. Comput. Intell. Syst. 4(5): 1042-1051 (2011) - [j168]Hung Son Nguyen, Sankar K. Pal, Andrzej Skowron:
Rough sets and fuzzy sets in natural computing. Theor. Comput. Sci. 412(42): 5816-5819 (2011) - [j167]Avatharam Ganivada, Soumitra Dutta, Sankar K. Pal:
Fuzzy rough granular neural networks, fuzzy granules, and classification. Theor. Comput. Sci. 412(42): 5834-5853 (2011) - [j166]Debashis Sen, Sankar K. Pal:
Automatic Exact Histogram Specification for Contrast Enhancement and Visual System Based Quantitative Evaluation. IEEE Trans. Image Process. 20(5): 1211-1220 (2011) - 2010
- [j165]Debashis Sen, Sankar K. Pal:
Gradient histogram: Thresholding in a region of interest for edge detection. Image Vis. Comput. 28(4): 677-695 (2010) - [j164]Pradipta Maji, Sankar K. Pal:
Feature Selection Using f-Information Measures in Fuzzy Approximation Spaces. IEEE Trans. Knowl. Data Eng. 22(6): 854-867 (2010) - [j163]Sankar K. Pal:
Computational Theory Perception (CTP), Rough-Fuzzy Uncertainty Analysis and Mining in Bioinformatics and Web Intelligence: A Unified Framework. Trans. Rough Sets 11: 106-129 (2010) - [j162]Suman Saha, C. A. Murthy, Sankar K. Pal:
A Novel Split and Merge Technique for Hypertext Classification. Trans. Rough Sets 12: 192-210 (2010) - [j161]Pradipta Maji, Sankar K. Pal:
Fuzzy-Rough Sets for Information Measures and Selection of Relevant Genes From Microarray Data. IEEE Trans. Syst. Man Cybern. Part B 40(3): 741-752 (2010) - [j160]Kuntal Ghosh, Sankar K. Pal:
Some Insights Into Brightness Perception of Images in the Light of a New Computational Model of Figure-Ground Segregation. IEEE Trans. Syst. Man Cybern. Part A 40(4): 758-766 (2010) - [j159]Suman Saha, C. A. Murthy, Sankar K. Pal:
Application of rough ensemble classifier to web services categorization and focused crawling. Web Intell. Agent Syst. 8(2): 181-202 (2010) - 2009
- [j158]Suman Saha, C. A. Murthy, Sankar K. Pal:
Tensor Framework and Combined Symmetry for Hypertext Mining. Fundam. Informaticae 97(1-2): 215-234 (2009) - [j157]Shubhra Sankar Ray, Sanghamitra Bandyopadhyay, Sankar K. Pal:
Combining Multisource Information Through Functional-Annotation-Based Weighting: Gene Function Prediction in Yeast. IEEE Trans. Biomed. Eng. 56(2): 229-236 (2009) - [j156]Debashis Sen, Sankar K. Pal:
Histogram Thresholding Using Fuzzy and Rough Measures of Association Error. IEEE Trans. Image Process. 18(4): 879-888 (2009) - [j155]Narayan L. Bhamidipati, Sankar K. Pal:
Comparing Scores Intended for Ranking. IEEE Trans. Knowl. Data Eng. 21(1): 21-34 (2009) - [j154]Debashis Sen, Sankar K. Pal:
Generalized Rough Sets, Entropy, and Image Ambiguity Measures. IEEE Trans. Syst. Man Cybern. Part B 39(1): 117-128 (2009) - 2008
- [j153]Ben Niu, Qiang Yang, Simon Chi-Keung Shiu, Sankar K. Pal:
Two-dimensional Laplacianfaces method for face recognition. Pattern Recognit. 41(10): 3237-3243 (2008) - [j152]Pradipta Maji, Sankar K. Pal:
Maximum Class Separability for Rough-Fuzzy C-Means Based Brain MR Image Segmentation. Trans. Rough Sets 9: 114-134 (2008) - 2007
- [j151]Shubhra Sankar Ray, Sanghamitra Bandyopadhyay, Sankar K. Pal:
Genetic operators for combinatorial optimization in TSP and microarray gene ordering. Appl. Intell. 26(3): 183-195 (2007) - [j150]Debashis Sen, Sankar K. Pal:
Histogram Thresholding using Beam Theory and Ambiguity Measures. Fundam. Informaticae 75(1-4): 483-504 (2007) - [j149]Suman Saha, C. A. Murthy, Sankar K. Pal:
Rough set Based Ensemble Classifier forWeb Page Classification. Fundam. Informaticae 76(1-2): 171-187 (2007) - [j148]Pradipta Maji, Sankar K. Pal:
RFCM: A Hybrid Clustering Algorithm Using Rough and Fuzzy Sets. Fundam. Informaticae 80(4): 475-496 (2007) - [j147]Pradipta Maji, Sankar K. Pal:
Protein sequence analysis using relational soft clustering algorithms. Int. J. Comput. Math. 84(5): 599-617 (2007) - [j146]Pradipta Maji, Sankar K. Pal:
Statement of Retraction. Int. J. Comput. Math. 84(10): 1547 (2007) - [j145]Praveen Kumar Tripathi, Sanghamitra Bandyopadhyay, Sankar K. Pal:
Multi-Objective Particle Swarm Optimization with time variant inertia and acceleration coefficients. Inf. Sci. 177(22): 5033-5049 (2007) - [j144]Pradipta Maji, Sankar K. Pal:
Rough-Fuzzy C-Medoids Algorithm and Selection of Bio-Basis for Amino Acid Sequence Analysis. IEEE Trans. Knowl. Data Eng. 19(6): 859-872 (2007) - [j143]Yan Li, Simon Chi-Keung Shiu, Sankar K. Pal, James Nga-Kwok Liu:
Using Approximate Reduct and LVQ in Case Generation for CBR Classifiers. Trans. Rough Sets 7: 85-102 (2007) - [j142]Narayan L. Bhamidipati, Sankar K. Pal:
Stemming via Distribution-Based Word Segregation for Classification and Retrieval. IEEE Trans. Syst. Man Cybern. Part B 37(2): 350-360 (2007) - [j141]Shubhra Sankar Ray, Sanghamitra Bandyopadhyay, Sankar K. Pal:
Dynamic Range-Based Distance Measure for Microarray Expressions and a Fast Gene-Ordering Algorithm. IEEE Trans. Syst. Man Cybern. Part B 37(3): 742-749 (2007) - [j140]Pradipta Maji, Sankar K. Pal:
Rough Set Based Generalized Fuzzy C-Means Algorithm and Quantitative Indices. IEEE Trans. Syst. Man Cybern. Part B 37(6): 1529-1540 (2007) - 2006
- [j139]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. Reason. 41(2): 229-255 (2006) - [j138]B. Lakshmi Narayan, C. A. Murthy, Sankar K. Pal:
Maxdiff kd-trees for data condensation. Pattern Recognit. Lett. 27(3): 187-200 (2006) - [j137]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) - [j136]Sankar K. Pal, Sanghamitra Bandyopadhyay, Shubhra Sankar Ray:
Evolutionary computation in bioinformatics: a review. IEEE Trans. Syst. Man Cybern. Syst. 36(5): 601-615 (2006) - 2005
- [j135]Jayanta Basak, Sankar K. Pal:
Theoretical quantification of shape distortion in fuzzy Hough transform. Fuzzy Sets Syst. 154(2): 227-250 (2005) - [j134]Sushmita Mitra, Sankar K. Pal:
Fuzzy sets in pattern recognition and machine intelligence. Fuzzy Sets Syst. 156(3): 381-386 (2005) - [j133]Sankar K. Pal, B. Uma Shankar, Pabitra Mitra:
Granular computing, rough entropy and object extraction. Pattern Recognit. Lett. 26(16): 2509-2517 (2005) - [j132]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) - 2004
- [j131]Tharam S. Dillon, Simon C. K. Shiu, Sankar K. Pal:
Preface. Appl. Intell. 21(3): 231-232 (2004) - [j130]Simon C. K. Shiu, Sankar K. Pal:
Case-Based Reasoning: Concepts, Features and Soft Computing. Appl. Intell. 21(3): 233-238 (2004) - [j129]Sankar K. Pal, Biswarup Dasgupta, Pabitra Mitra:
Rough Self Organizing Map. Appl. Intell. 21(3): 289-299 (2004) - [j128]Sankar K. Pal, Ashish Ghosh:
Soft computing data mining. Inf. Sci. 163(1-3): 1-3 (2004) - [j127]Sankar K. Pal:
Soft data mining, computational theory of perceptions, and rough-fuzzy approach. Inf. Sci. 163(1-3): 5-12 (2004) - [j126]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 (2004) - [j125]Pabitra Mitra, B. Uma Shankar, Sankar K. Pal:
Segmentation of multispectral remote sensing images using active support vector machines. Pattern Recognit. Lett. 25(9): 1067-1074 (2004) - [j124]Sankar K. Pal, Pabitra Mitra:
Case Generation Using Rough Sets with Fuzzy Representation. IEEE Trans. Knowl. Data Eng. 16(3): 292-300 (2004) - [j123]Sanghamitra Bandyopadhyay, Sankar K. Pal, B. Aruna:
Multiobjective GAs, quantitative indices, and pattern classification. IEEE Trans. Syst. Man Cybern. Part B 34(5): 2088-2099 (2004) - 2003
- [j122]Susmita Ghosh, Ashish Ghosh, Sankar K. Pal:
Incorporating Ancestors' Influence in Genetic Algorithms. Appl. Intell. 18(1): 7-25 (2003) - [j121]Sankar K. Pal, Andrzej Skowron:
Preface. Pattern Recognit. Lett. 24(6): 829-831 (2003) - [j120]Pabitra Mitra, Sankar K. Pal, Md Aleemuddin Siddiqi:
Non-convex clustering using expectation maximization algorithm with rough set initialization. Pattern Recognit. Lett. 24(6): 863-873 (2003) - [j119]Amitava Roy, Sankar K. Pal:
Fuzzy discretization of feature space for a rough set classifier. Pattern Recognit. Lett. 24(6): 895-902 (2003) - [j118]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) - 2002
- [j117]Rajat K. De, Jayanta Basak, Sankar K. Pal:
Unsupervised feature extraction using neuro-fuzzy approach. Fuzzy Sets Syst. 126(3): 277-291 (2002) - [j116]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) - [j115]Pabitra Mitra, C. A. Murthy, Sankar K. Pal:
Density-Based Multiscale Data Condensation. IEEE Trans. Pattern Anal. Mach. Intell. 24(6): 734-747 (2002) - [j114]Sankar K. Pal, Pabitra Mitra:
Multispectral image segmentation using the rough-set-initialized EM algorithm. IEEE Trans. Geosci. Remote. Sens. 40(11): 2495-2501 (2002) - [j113]Sushmita Mitra, Sankar K. Pal, Pabitra Mitra:
Data mining in soft computing framework: a survey. IEEE Trans. Neural Networks 13(1): 3-14 (2002) - [j112]Sankar K. Pal, Varun Talwar, Pabitra Mitra:
Web mining in soft computing framework: relevance, state of the art and future directions. IEEE Trans. Neural Networks 13(5): 1163-1177 (2002) - [j111]Sushmita Mitra, Kishori M. Konwar, Sankar K. Pal:
Fuzzy decision tree, linguistic rules and fuzzy knowledge-based network: generation and evaluation. IEEE Trans. Syst. Man Cybern. Part C 32(4): 328-339 (2002) - [j110]David Zhang, Hui Peng, Jie Zhou, Sankar K. Pal:
A novel face recognition system using hybrid neural and dual eigenspaces methods. IEEE Trans. Syst. Man Cybern. Part A 32(6): 787-793 (2002) - 2001
- [j109]Sankar K. Pal:
Fuzzy Image Processing and Recognition: Uncertainty Handling and Applications. Int. J. Image Graph. 1(2): 169-195 (2001) - [j108]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) - [j107]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) - [j106]Rajat K. De, Sankar K. Pal:
A connectionist model for selection of cases. Inf. Sci. 132(1-4): 179-194 (2001) - [j105]Pabitra Mitra, Sushmita Mitra, Sankar K. Pal:
Evolutionary Modular MLP with Rough Sets and ID3 Algorithm for Staging of Cervical Cancer. Neural Comput. Appl. 10(1): 67-76 (2001) - [j104]Pawan K. Singal, Sushmita Mitra, Sankar K. Pal:
Incorporation of Fuzziness in ID3 and Generation of Network Architerture. Neural Comput. Appl. 10(2): 155-164 (2001) - [j103]Sanghamitra Bandyopadhyay, Sankar K. Pal:
Pixel classification using variable string genetic algorithms with chromosome differentiation. IEEE Trans. Geosci. Remote. Sens. 39(2): 303-308 (2001) - 2000
- [j102]Amitava Datta, Sankar K. Pal, Nikhil R. Pal:
A connectionist model for convex-hull of a planar set. Neural Networks 13(3): 377-384 (2000) - [j101]Pabitra Mitra, Sushmita Mitra, Sankar K. Pal:
Staging of cervical cancer with soft computing. IEEE Trans. Biomed. Eng. 47(7): 934-940 (2000) - [j100]Sankar K. Pal, Rajat K. De, Jayanta Basak:
Unsupervised feature evaluation: a neuro-fuzzy approach. IEEE Trans. Neural Networks Learn. Syst. 11(2): 366-376 (2000) - [j99]David Zhang, Sankar K. Pal:
A fuzzy clustering neural networks (FCNs) system design methodology. IEEE Trans. Neural Networks Learn. Syst. 11(5): 1174-1177 (2000) - [j98]David Zhang, Sankar K. Pal:
Parallel system design for time-delay neural networks. IEEE Trans. Syst. Man Cybern. Part C 30(2): 265-275 (2000) - [j97]Sanghamitra Bandyopadhyay, C. A. Murthy, Sankar K. Pal:
VGA-Classifier: design and applications. IEEE Trans. Syst. Man Cybern. Part B 30(6): 890-895 (2000) - 1999
- [j96]Sanghamitra Bandyopadhyay, Sankar K. Pal:
Relation Between VGA-classifier and MLP : Determination of Network Architecture. Fundam. Informaticae 37(1-2): 177-199 (1999) - [j95]Jayanta Basak, Sankar K. Pal:
Connectionist object recognition: methods and methodologies. Int. J. Syst. Sci. 30(8): 823-848 (1999) - [j94]Rajat K. De, Jayanta Basak, Sankar K. Pal:
Neuro-fuzzy feature evaluation with theoretical analysis. Neural Networks 12(10): 1429-1455 (1999) - 1998
- [j93]C. A. Murthy, Dinabandhu Bhandari, Sankar K. Pal:
epsilon-Optimal Stopping Time for Genetic Algorithms. Fundam. Informaticae 35(1-4): 91-111 (1998) - [j92]Sanghamitra Bandyopadhyay, Sankar K. Pal, Ujjwal Maulik:
Incorporating Chromosome Differentaition in Genetic Algorithms. Inf. Sci. 104(3-4): 293-319 (1998) - [j91]Sankar K. Pal, Jayanta Basak, Rajat K. De:
Fuzzy Feature Evaluation Index and Connectionist Realization. Inf. Sci. 105(1-4): 173-188 (1998) - [j90]Susmita De, Sankar K. Pal, Ashish Ghosh:
Genotypic and Phenotypic Assortative Mating in Genetic Algorithm. Inf. Sci. 105(1-4): 209-226 (1998) - [j89]Sanghamitra Bandyopadhyay, Sankar K. Pal, C. A. Murthy:
Simulated Annealing Based Pattern Classification. Inf. Sci. 109(1-4): 165-184 (1998) - [j88]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) - [j87]Sushmita Mitra, Mohua Banerjee, Sankar K. Pal:
Rough Knowledge-based Network, Fuzziness and Classification. Neural Comput. Appl. 7(1): 17-25 (1998) - [j86]S. N. Sarbadhikari, Jayanta Basak, Sankar K. Pal, Malay K. Kundu:
Noisy fingerprints classification with directional FFT based features using MLP. Neural Comput. Appl. 7(2): 180-191 (1998) - [j85]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 Recognit. Lett. 19(2): 197-204 (1998) - [j84]Jayanta Basak, Rajat K. De, Sankar K. Pal:
Unsupervised feature selection using a neuro-fuzzy approach. Pattern Recognit. Lett. 19(11): 997-1006 (1998) - [j83]Sanghamitra Bandyopadhyay, C. A. Murthy, Sankar K. Pal:
Pattern classification using genetic algorithms: Determination of H. Pattern Recognit. Lett. 19(13): 1171-1181 (1998) - [j82]Mohua Banerjee, Sushmita Mitra, Sankar K. Pal:
Rough fuzzy MLP: knowledge encoding and classification. IEEE Trans. Neural Networks 9(6): 1203-1216 (1998) - [j81]Sankar K. Pal, Sanghamitra Bandyopadhyay, C. A. Murthy:
Genetic algorithms for generation of class boundaries. IEEE Trans. Syst. Man Cybern. Part B 28(6): 816-828 (1998) - 1997
- [j80]Sankar K. Pal, Susmita De, Ashish Ghosh:
Designing Hopfield Type Networks Using Genetic Algorithms and Its Comparison with Simulated Annealing. Int. J. Pattern Recognit. Artif. Intell. 11(3): 447-461 (1997) - [j79]Rajat K. De, Nikhil R. Pal, Sankar K. Pal:
Feature analysis: Neural network and fuzzy set theoretic approaches. Pattern Recognit. 30(10): 1579-1590 (1997) - [j78]Sanghamitra Bandyopadhyay, Sankar K. Pal:
Pattern classification with genetic algorithms: Incorporation of chromosome differentiation. Pattern Recognit. Lett. 18(2): 119-131 (1997) - [j77]Sushmita Mitra, Rajat K. De, Sankar K. Pal:
Knowledge-based fuzzy MLP for classification and rule generation. IEEE Trans. Neural Networks 8(6): 1338-1350 (1997) - 1996
- [j76]Sankar K. Pal, Pradip K. Srimani:
Neurocomputing: Motivations, Models, and Hybridization - Guest Editors' Introduction. Computer 29(3): 24-28 (1996) - [j75]Sankar K. Pal, Sushmita Mitra:
Noisy fingerprint classification using multilayer perceptron with fuzzy geometrical and textural features. Fuzzy Sets Syst. 80(2): 121-132 (1996) - [j74]Jayanta Basak, C. A. Murthy, Sankar K. Pal:
A self-organizing network for mixed category perception. Neurocomputing 10(4): 341-358 (1996) - [j73]Sankar K. Pal, Ashish Ghosh:
Review Neuro-fuzzy computing for image processing and pattern recognition. Int. J. Syst. Sci. 27(12): 1179-1193 (1996) - [j72]Mohua Banerjee, Sankar K. Pal:
Roughness of a Fuzzy Set. Inf. Sci. 93(3): 235-246 (1996) - [j71]Sambhunath Biswas, Nikhil R. Pal, Sankar K. Pal:
Smoothing of digital images using the concept of diffusion process. Pattern Recognit. 29(3): 497-510 (1996) - [j70]Deba Prasad Mandal, C. A. Murthy, Sankar K. Pal:
Analysis of IRS imagery for detecting man-made objects with a multivalued recognition system. IEEE Trans. Syst. Man Cybern. Part A 26(2): 241-247 (1996) - [j69]Sushmita Mitra, Sankar K. Pal:
Fuzzy self-organization, inferencing, and rule generation. IEEE Trans. Syst. Man Cybern. Part A 26(5): 608-620 (1996) - 1995
- [j68]Sambhunath Biswas, Sankar K. Pal:
Image Coding Using Modified Bezier-Bernstein Approximation. Inf. Sci. 83(3&4): 175-197 (1995) - [j67]Sankar K. Pal, Albert B. Leigh:
Motion Frame Analysis and Scene Abstraction: Discrimination Ability of Fuzziness Measures. J. Intell. Fuzzy Syst. 3(3): 247-256 (1995) - [j66]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) - [j65]Sanghamitra Bandyopadhyay, C. A. Murthy, Sankar K. Pal:
Pattern classification with genetic algorithms. Pattern Recognit. Lett. 16(8): 801-808 (1995) - [j64]Sushmita Mitra, Sankar K. Pal:
Fuzzy multi-layer perceptron, inferencing and rule generation. IEEE Trans. Neural Networks 6(1): 51-63 (1995) - [j63]Ashish Ghosh, Nikhil R. Pal, Sankar K. Pal:
Modeling of component failure in neural networks for robustness evaluation: an application to object extraction. IEEE Trans. Neural Networks 6(3): 648-656 (1995) - [j62]Jayanta Basak, Sankar K. Pal:
X-tron: an incremental connectionist model for category perception. IEEE Trans. Neural Networks 6(5): 1091-1108 (1995) - [j61]Jayanta Basak, Sankar K. Pal:
PsyCOP-a psychologically motivated connectionist system for object perception. IEEE Trans. Neural Networks 6(6): 1337-1354 (1995) - 1994
- [j60]Deba Prasad Mandal, C. A. Murthy, Sankar K. Pal:
A Remote Sensing Application of a fuzzy Classifier. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 2(3): 287-296 (1994) - [j59]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) - [j58]Dinabandhu Bhandari, Nikhil R. Pal, Sankar K. Pal:
Directed Mutation in Gennetic Algorithms. Inf. Sci. 79(3-4): 251-270 (1994) - [j57]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) - [j56]Sushmita Mitra, Sankar K. Pal, Malay K. Kundu:
Fingerpring Classification Using a Fuzzy Multilayer Perceptron. Neural Comput. Appl. 2(4): 227-233 (1994) - [j55]Sushmita Mitra, Sankar K. Pal:
Logical operation based fuzzy MLP for classification and rule generation. Neural Networks 7(2): 353-373 (1994) - [j54]Sankar K. Pal, Dinabandhu Bhandari, Malay K. Kundu:
Genetic algorithms for optimal image enhancement. Pattern Recognit. Lett. 15(3): 261-271 (1994) - [j53]Sushmita Mitra, Sankar K. Pal:
Self-organizing neural network as a fuzzy classifier. IEEE Trans. Syst. Man Cybern. 24(3): 385-399 (1994) - [j52]Deba Prasad Mandal, C. A. Murthy, Sankar K. Pal:
Theoretical Performance of a Multivalued Recognition System. IEEE Trans. Syst. Man Cybern. Syst. 24(7): 1001-1021 (1994) - 1993
- [j51]Jayanta Basak, Santanu Chaudhury, Sankar K. Pal, D. Dutta Majumder:
Matching of Structural Shape Descriptions with Hopfield Net. Int. J. Pattern Recognit. Artif. Intell. 7(2): 377-404 (1993) - [j50]Sankar K. Pal:
Uncertainty management in space station autonomous research: Pattern recognition perspective. Inf. Sci. 72(1-2): 1-63 (1993) - [j49]Nikhil R. Pal, Sankar K. Pal:
A review on image segmentation techniques. Pattern Recognit. 26(9): 1277-1294 (1993) - [j48]Ashish Ghosh, Nikhil R. Pal, Sankar K. Pal:
Self-organization for object extraction using a multilayer neural network and fuzziness measures. IEEE Trans. Fuzzy Syst. 1(1): 54 (1993) - 1992
- [j47]Ashish Ghosh, Nikhil R. Pal, Sankar K. Pal:
Object Background Classification Using Hopfield Type Neural Network. Int. J. Pattern Recognit. Artif. Intell. 6(5): 989-1008 (1992) - [j46]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) - [j45]C. A. Murthy, Sankar K. Pal:
Histogram thresholding by minimizing graylevel fuzziness. Inf. Sci. 60(1-2): 107-135 (1992) - [j44]Sankar K. Pal, Deba Prasad Mandal:
Linguistic recognition system based on approximate reasoning. Inf. Sci. 61(1-2): 135-161 (1992) - [j43]Nikhil R. Pal, Sankar K. Pal:
Higher order fuzzy entropy and hybrid entropy of a set. Inf. Sci. 61(3): 211-231 (1992) - [j42]Sankar K. Pal, Ashish Ghosh:
Image segmentation using fuzzy correlation. Inf. Sci. 62(3): 223-250 (1992) - [j41]Sankar K. Pal:
Fuzzy set theoretic measures for automatic feature evaluation: II. Inf. Sci. 64(1-2): 165-179 (1992) - [j40]Sankar K. Pal, Ambarish Dasgupta:
Spectral fuzzy sets and soft thresholding. Inf. Sci. 65(1-2): 65-97 (1992) - [j39]C. A. Murthy, Sankar K. Pal:
Bounds for membership functions: A correlation-based approach. Inf. Sci. 65(1-2): 143-171 (1992) - [j38]Nikhil R. Pal, Sankar K. Pal:
Some properties of the exponential entropy. Inf. Sci. 66(1-2): 119-137 (1992) - [j37]Ashish Ghosh, Sankar K. Pal:
Neural network, self-organization and object extraction. Pattern Recognit. Lett. 13(5): 387-397 (1992) - [j36]Sankar K. Pal, Sushmita Mitra:
Multilayer perceptron, fuzzy sets, and classification. IEEE Trans. Neural Networks 3(5): 683-697 (1992) - [j35]Deba Prasad Mandal, C. A. Murthy, Sankar K. Pal:
Formulation of a multivalued recognition system. IEEE Trans. Syst. Man Cybern. 22(4): 607-620 (1992) - 1991
- [j34]Ashish Ghosh, Nikhil R. Pal, Sankar K. Pal:
Image segmentation using a neural network. Biol. Cybern. 66(2): 151-158 (1991) - [j33]Nikhil R. Pal, Sankar K. Pal:
Image Model, Poisson Distribution and Object Extraction. Int. J. Pattern Recognit. Artif. Intell. 5(3): 459-484 (1991) - [j32]Amita Pal, Sankar K. Pal:
Effect of wrong samples on the convergence of learning processes. Inf. Sci. 53(3): 191-201 (1991) - [j31]Sankar K. Pal, Azriel Rosenfeld:
A fuzzy medial axis transformation based on fuzzy disks. Pattern Recognit. Lett. 12(10): 585-590 (1991) - [j30]Nikhil R. Pal, Sankar K. Pal:
Entropy: a new definition and its applications. IEEE Trans. Syst. Man Cybern. 21(5): 1260-1270 (1991) - 1990
- [j29]Amita Pal, Sankar K. Pal:
Generalized guard-zone algorithm (GGA) for learning: automatic selection of threshold. Pattern Recognit. 23(3-4): 325-335 (1990) - [j28]C. A. Murthy, Sankar K. Pal:
Fuzzy thresholding: mathematical framework, bound functions and weighted moving average technique. Pattern Recognit. Lett. 11(3): 197-206 (1990) - [j27]Sankar K. Pal, Atanu Bhattacharyya:
Pattern recognition techniques in analyzing the effect of thiourea on brain neurosecretory cells. Pattern Recognit. Lett. 11(6): 443-451 (1990) - [j26]Sankar K. Pal, Sushmita Mitra:
Fuzzy dynamic clustering algorithm. Pattern Recognit. Lett. 11(8): 525-535 (1990) - [j25]Malay K. Kundu, Sankar K. Pal:
Automatic selection of object enhancement operator with quantitative justification based on fuzzy set theoretic measures. Pattern Recognit. Lett. 11(12): 811-829 (1990) - [j24]Sankar K. Pal, Ashish Ghosh:
Index of area coverage of fuzzy image subsets and object extraction. Pattern Recognit. Lett. 11(12): 831-841 (1990) - 1989
- [j23]Sankar K. Pal:
Fuzzy skeletonization of an image. Pattern Recognit. Lett. 10(1): 17-23 (1989) - 1988
- [j22]Sankar K. Pal, Azriel Rosenfeld:
Image enhancement and thresholding by optimization of fuzzy compactness. Pattern Recognit. Lett. 7(2): 77-86 (1988) - [j21]Sankar K. Pal, Amita Pathak, C. Basu:
Dynamic guard zone for self-supervised learning. Pattern Recognit. Lett. 7(3): 135-144 (1988) - [j20]S. N. Biswas, Sankar K. Pal, D. Dutta Majumder:
Binary contour coding using Bézier approximation. Pattern Recognit. Lett. 8(4): 237-249 (1988) - [j19]Malay K. Kundu, Sankar K. Pal:
A note on grey level-intensity transformation: effect on HVS thresholding. Pattern Recognit. Lett. 8(4): 257-269 (1988) - [j18]Sambhunath Biswas, Sankar K. Pal:
Approximate coding of digital contours. IEEE Trans. Syst. Man Cybern. 18(6): 1056-1066 (1988) - 1987
- [j17]Amita Pathak, Sankar K. Pal:
On the convergence of "A self-supervised vowel recognition system". Pattern Recognit. 20(2): 237-244 (1987) - [j16]Sankar K. Pal, Nikhil R. Pal:
Segmentation using contrast and homogeneity measures. Pattern Recognit. Lett. 5(4): 293-304 (1987) - 1986
- [j15]Sankar K. Pal:
A measure of edge ambiguity using fuzzy sets. Pattern Recognit. Lett. 4(1): 51-56 (1986) - [j14]Amita Pathak, Sankar K. Pal:
A generalised learning algorithm based on guard zones. Pattern Recognit. Lett. 4(2): 63-69 (1986) - [j13]Sankar K. Pal, P. K. Pramanik:
Fuzzy measures in determining seed points in clustering. Pattern Recognit. Lett. 4(3): 159-164 (1986) - [j12]Malay Kumar Kundu, Sankar K. Pal:
Thresholding for edge detection using human psychovisual phenomena. Pattern Recognit. Lett. 4(6): 433-441 (1986) - [j11]Amita Pathak, Sankar K. Pal:
Fuzzy Grammars in Syntactic Recognition of Skeletal Maturity from X-Rays. IEEE Trans. Syst. Man Cybern. 16(5): 657-667 (1986) - [j10]Sankar K. Pal, Basabi Chakraborty:
Fuzzy Set Theoretic Measure for Automatic Feature Evaluation. IEEE Trans. Syst. Man Cybern. 16(5): 754-760 (1986) - 1984
- [j9]Amita Pathak, Sankar K. Pal, Robert A. King:
Syntactic recognition of skeletal maturity. Pattern Recognit. Lett. 2(3): 193-197 (1984) - [j8]Sankar K. Pal, Basabi Chakraborty:
Intraclass and interclass ambiguities (fuzziness) in feature evaluation. Pattern Recognit. Lett. 2(5): 275-279 (1984) - 1983
- [j7]Sankar K. Pal, Robert A. King:
On Edge Detection of X-Ray Images Using Fuzzy Sets. IEEE Trans. Pattern Anal. Mach. Intell. 5(1): 69-77 (1983) - [j6]Sankar K. Pal, Robert A. King, Abdulla Hashim:
Automatic grey level thresholding through index of fuzziness and entropy. Pattern Recognit. Lett. 1(3): 141-146 (1983) - [j5]Farzin Deravi, Sankar K. Pal:
Grey level thresholding using second-order statistics. Pattern Recognit. Lett. 1(5-6): 417-422 (1983) - [j4]Sankar K. Pal, Robert A. King, Abdulla Hashim:
Image description and primitive extraction using fuzzy sets. IEEE Trans. Syst. Man Cybern. 13(1): 94-100 (1983) - 1982
- [j3]Sankar K. Pal:
A Note on the Quantitative Measure of Image Enhancement Through Fuzziness. IEEE Trans. Pattern Anal. Mach. Intell. 4(2): 204-208 (1982) - 1980
- [j2]Sankar K. Pal, A. K. Datta, D. Dutta Majumder:
A self-supervised vowel recognition system. Pattern Recognit. 12(1): 27-34 (1980) - 1978
- [j1]Sankar K. Pal, Dwijesh Dutta Majumder:
Correction to "On Automatic Plosive Identification Using Fuzziness in Property Sets". IEEE Trans. Syst. Man Cybern. 8(12): 907 (1978)
Conference and Workshop Papers
- 2013
- [c66]Sankar K. Pal:
Encounters with Fuzziness and Ambiguity in Patterns - A Memorable Journey. On Fuzziness (2) 2013: 507-517 - 2012
- [c65]Saroj K. Meher, Sankar K. Pal, Soumitra Dutta:
Granular Computing Models in the Classification of Web Content Data. IAT 2012: 175-179 - 2011
- [c64]Alessio Ferone, Sankar K. Pal, Alfredo Petrosino:
A Rough-Fuzzy HSV Color Histogram for Image Segmentation. ICIAP (1) 2011: 29-37 - [c63]Suman Kundu, C. A. Murthy, Sankar K. Pal:
A New Centrality Measure for Influence Maximization in Social Networks. PReMI 2011: 242-247 - [c62]Dinabandhu Bhandari, Lopamudra Kundu, Sankar K. Pal:
Optimal Parameter Selection for Image Watermarking Using MOGA. PReMI 2011: 280-285 - [c61]C. A. Murthy, Suman Saha, Sankar K. Pal:
Rough Set Based Ensemble Classifier. RSFDGrC 2011: 27 - [c60]Avatharam Ganivada, Shubhra Sankar Ray, Sankar K. Pal:
Fuzzy Rough Granular Self Organizing Map. RSKT 2011: 659-668 - [c59]Alessia Albanese, Sankar K. Pal, Alfredo Petrosino:
A Rough Set Approach to Spatio-temporal Outlier Detection. WILF 2011: 67-74 - 2010
- [c58]Sankar K. Pal:
Soft Computing, f-Granulation and Pattern Recognition. CIARP 2010: 4 - [c57]Sankar K. Pal:
F-granulation, Generalized Rough Entropy and Pattern Recognition. RSKT 2010: 3 - [c56]Sankar K. Pal, Saroj K. Meher, Soumitra Dutta:
Pattern Classification Using Class-Dependent Rough-Fuzzy Granular Space. RSKT 2010: 54-61 - [c55]Yan Li, Jin Zhao, Na-Xin Sun, Sankar K. Pal:
Generalized Distribution Reduction in Inconsistent Decision Systems Based on Dominance Relations. RSKT 2010: 151-158 - [c54]Avatharam Ganivada, Sankar K. Pal:
Robust Granular Neural Networks, Fuzzy Granules and Classification. RSKT 2010: 220-227 - 2009
- [c53]Suman Saha, C. A. Murthy, Sankar K. Pal:
Rough Set Based Ensemble Prediction for Topic Specific Web Crawling. ICAPR 2009: 153-156 - [c52]Debashis Sen, Sankar K. Pal:
Feature space based image segmentation via density modification. ICIP 2009: 4017-4020 - [c51]Suman Saha, C. A. Murthy, Sankar K. Pal:
Hypertext Classification Using Tensor Space Model and Rough Set Based Ensemble Classifier. PReMI 2009: 213-218 - [c50]Dinabandhu Bhandari, C. A. Murthy, Sankar K. Pal:
Image Enhancement Using Multi-objective Genetic Algorithms. PReMI 2009: 309-314 - [c49]Debasis Mazumdar, Apurba Das, Sankar K. Pal:
MRF Based LSB Steganalysis: A New Measure of Steganography Capacity. PReMI 2009: 420-425 - [c48]Ben Niu, Simon Chi-Keung Shiu, Sankar K. Pal:
Mutual Neighborhood Based Discriminant Projection for Face Recognition. PReMI 2009: 440-445 - [c47]Suman Saha, C. A. Murthy, Sankar K. Pal:
Rough Ensemble Classifier: A Comparative Study. WILF 2009: 116-123 - 2008
- [c46]Suman Saha, C. A. Murthy, Sankar K. Pal:
Tensor Space Model for Hypertext Representation. ICIT 2008: 261-266 - [c45]Sankar K. Pal:
Rough-fuzzy Granular Computing with Application to Bioinformatics and Web Intelligence. GrC 2008: 14 - [c44]Sankar K. Pal:
Rough-Fuzzy Knowledge Encoding and Uncertainty Analysis: Relevance in Data Mining. ICDCN 2008: 1-12 - [c43]Suman Saha, C. A. Murthy, Sankar K. Pal:
Classification of Web Services Using Tensor Space Model and Rough Ensemble Classifier. ISMIS 2008: 508-513 - [c42]Pradipta Maji, Sankar K. Pal:
Rough-Fuzzy Relational Clustering Algorithm for Biological Sequence Mining. RSKT 2008: 292-299 - 2007
- [c41]Sankar K. Pal:
Rough-Fuzzy Granulation, Rough Entropy and Image Segmentation. Asia International Conference on Modelling and Simulation 2007: 3-6 - [c40]Praveen Kumar Tripathi, Sanghamitra Bandyopadhyay, Sankar K. Pal:
Adaptive mufti-objective particle swarm optimization algorithm. IEEE Congress on Evolutionary Computation 2007: 2281-2288 - [c39]Praveen Kumar Tripathi, Sanghamitra Bandyopadhyay, Sankar K. Pal:
A Multi-objective Genetic Algorithm with Relative Distance: Method, Performance Measures and Constraint Handling. ICCTA 2007: 315-319 - [c38]Shubhra Sankar Ray, Sanghamitra Bandyopadhyay, Sankar K. Pal:
New Distance Measure for Microarray Gene Expressions Using Linear Dynamic Range of Photo Multiplier Tube. ICCTA 2007: 337-341 - [c37]Pradipta Maji, Sankar K. Pal:
Rough Sets Based Hybrid C-Means Algorithm. IICAI 2007: 1167-1185 - [c36]Kuntal Ghosh, Sankar K. Pal:
Figure-Ground Segregation: Cues from Early Vision. IICAI 2007: 2238-2254 - [c35]Ben Niu, Qiang Yang, Jinyan Li, Shiu Chi-keung, Sankar K. Pal:
Discovering Patterns of DNA Methylation: Rule Mining with Rough Sets and Decision Trees, and Comethylation Analysis. PReMI 2007: 389-397 - [c34]Qinghua Zhou, Simon C. K. Shiu, Sankar K. Pal, Yan Li:
New Results on Energy Balance Analysis of Metabolic Networks. PReMI 2007: 433-438 - [c33]Kuntal Ghosh, Sankar K. Pal:
Attention in Early Vision: Some Psychophysical Insights. WAPCV 2007: 381-398 - 2006
- [c32]Narayan L. Bhamidipati, Sankar K. Pal:
Comparing rank-inducing scoring systems. ICPR (3) 2006: 300-303 - [c31]Sushmita Mitra, Haider Banka, Sankar K. Pal:
A MOE framework for Biclustering of Microarray Data. ICPR (1) 2006: 1154-1157 - [c30]Ben Niu, Simon Chi-Keung Shiu, Sankar K. Pal:
Two Dimensional Laplacianfaces Method for Face Recognition. RSCTC 2006: 852-861 - [c29]Sankar K. Pal:
Rough-Fuzzy Granulation, Rough Entropy and Image Segmentation. RSKT 2006: 31 - [c28]Narayan L. Bhamidipati, Sankar K. Pal:
Fuzzy Web Surfer Models: Theory and Experiments. WImBI 2006: 324-340 - 2005
- [c27]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 - [c26]Debasis Mazumdar, Soma Mitra, Sonali Dhali, Sankar K. Pal:
A Chosen Plaintext Steganalysis of Hide4PGP V 2.0. PReMI 2005: 459-464 - [c25]Shubhra Sankar Ray, Sanghamitra Bandyopadhyay, Sankar K. Pal:
New Genetic Operators for Solving TSP: Application to Microarray Gene Ordering. PReMI 2005: 617-622 - [c24]B. Lakshmi Narayan, Sankar K. Pal:
Distribution Based Stemmer Refinement. PReMI 2005: 672-677 - [c23]Praveen Kumar Tripathi, Sanghamitra Bandyopadhyay, Sankar K. Pal:
Incorporating Distance Domination in Multiobjective Evolutionary Algorithm. PReMI 2005: 684-689 - [c22]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 - [c21]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 - [c20]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 - [c19]B. Lakshmi Narayan, Sankar K. Pal:
Detecting Sequences and Cycles of Web Pages. Web Intelligence 2005: 80-86 - [c18]B. Lakshmi Narayan, Sankar K. Pal:
A Fuzzy Web Surfer Model. Web Intelligence 2005: 120-123 - 2004
- [c17]Shubhra Sankar Ray, Sanghamitra Bandyopadhyay, Sankar K. Pal:
New Operators of Genetic Algorithms for Traveling Salesman Problem. ICPR (2) 2004: 497-500 - [c16]Shubhra Sankar Ray, Sanghamitra Bandyopadhyay, Pabitra Mitra, Sankar K. Pal:
Neurocomputing for Certain Bioinformatics Tasks. MSRAS 2004: 439-454 - [c15]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 - [c14]B. Lakshmi Narayan, Sankar K. Pal:
A Report of Activities at the WIC-India Research Center. Web Intelligence 2004: 793-794 - 2003
- [c13]Pabitra Mitra, B. Uma Shankar, Sankar K. Pal:
Active Support Vector Machines for Pixel Classification in Remote Sensing Images. IICAI 2003: 543-553 - [c12]Sankar K. Pal, Pabitra Mitra:
Rough Sets, EM Algorithm, MST and Multispectral Image Segmentation. RSFDGrC 2003: 104-105 - [c11]B. Lakshmi Narayan, C. A. Murthy, Sankar K. Pal:
Topic Continuity for Web Document Categorization and Ranking. Web Intelligence 2003: 310-315 - [c10]Sankar K. Pal:
Rough-Fuzzy Granular Computing, Case Based Reasoning and Data Mining. WILF 2003: 1-10 - 2001
- [c9]Sankar K. Pal:
Soft Computing Pattern Recognition: Principles, Integrations, and Data Mining. JSAI Workshops 2001: 261-271 - 2000
- [c8]Pabitra Mitra, C. A. Murthy, Sankar K. Pal:
Data Condensation in Large Databases by Incremental Learning with Support Vector Machines. ICPR 2000: 2708-2711 - 1999
- [c7]Pabitra Mitra, Sushmita Mitra, Sankar K. Pal:
Modular Rough Fuzzy MLP: Evolutionary Design. RSFDGrC 1999: 128-136 - 1997
- [c6]Mohua Banerjee, Sushmita Mitra, Sankar K. Pal:
Knowledge-based fuzzy MLP with rough sets. ICNN 1997: 499-504 - 1996
- [c5]Sankar K. Pal, Jayanta Basak, Rajat K. De:
Feature selection: a neuro-fuzzy approach. ICNN 1996: 1197-1202 - [c4]Sanghamitra Bandyopadhyay, C. A. Murthy, Sankar K. Pal:
GA-based pattern classification: theoretical and experimental studies. ICPR 1996: 758-762 - 1995
- [c3]Jayanta Basak, Sankar K. Pal:
A model for mixed category perception based on absolute feature values. ICNN 1995: 1932-1937 - [c2]Nirmalya Chowdhury, C. A. Murthy, Sankar K. Pal:
Cluster detection using neural networks. ICNN 1995: 2166-2170 - 1981
- [c1]Sankar K. Pal, Robert A. King:
Application of fuzzy set theory in detecting x-ray edges. ICASSP 1981: 1125-1128
Parts in Books or Collections
- 2017
- [p9]Sankar K. Pal, Suman Kundu:
Granular Social Network: Model and Applications. Handbook of Big Data Technologies 2017: 617-651 - 2015
- [p8]Romi Banerjee, Sankar K. Pal:
On Z-numbers and the Machine-Mind for Natural Language Comprehension. Fifty Years of Fuzzy Logic and its Applications 2015: 415-457 - 2013
- [p7]Andrzej Skowron, Mihir K. Chakraborty, Jerzy W. Grzymala-Busse, Victor W. Marek, Sankar K. Pal, James F. Peters, Grzegorz Rozenberg, Dominik Slezak, Roman Slowinski, Shusaku Tsumoto, Alicja Wakulicz-Deja, Guoyin Wang, Wojciech Ziarko:
Professor Zdzisław Pawlak (1926-2006): Founder of the Polish School of Artificial Intelligence. Rough Sets and Intelligent Systems (1) 2013: 1-56 - [p6]Minakshi Banerjee, Sanghamitra Bandyopadhyay, Sankar K. Pal:
A Clustering Approach to Image Retrieval Using Range Based Query and Mahalanobis Distance. Rough Sets and Intelligent Systems (2) 2013: 79-91 - [p5]Romi Banerjee, Sankar K. Pal:
The Z-Number Enigma: A Study through an Experiment. Soft Computing: State of the Art Theory and Novel Applications 2013: 71-88 - 2004
- [p4]Sankar Kumar Pal, James F. Peters, Lech Polkowski, Andrzej Skowron:
Rough-Neuro Computing: An Introduction. Rough-Neural Computing: Techniques for Computing with Words 2004: 15-42 - [p3]Sankar Kumar Pal, Biswarup Dasgupta, Pabitra Mitra:
Rough-SOM with Fuzzy Discretization. Rough-Neural Computing: Techniques for Computing with Words 2004: 351-372 - 2001
- [p2]Rajat K. De, Sankar K. Pal:
Case Based Systems: A Neuro-Fuzzy Method for Selecting Cases. Soft Computing in Case Based Reasoning 2001: 241-257 - 1998
- [p1]Sankar K. Pal, Sushmita Mitra:
Expert systems in soft computing paradigm. Fuzzy logic and expert systems applications 1998: 211-241
Editorship
- 2024
- [e20]Ashish Ghosh, Irwin King, Malay Bhattacharyya, Shubhra Sankar Ray, Sankar K. Pal:
Pattern Recognition and Machine Intelligence - 9th International Conference, PReMI 2021, Kolkata, India, December 15-18, 2021, Proceedings. Lecture Notes in Computer Science 13102, Springer 2024, ISBN 978-3-031-12699-4 [contents] - 2019
- [e19]Bhabesh Deka, Pradipta Maji, Sushmita Mitra, Dhruba Kumar Bhattacharyya, Prabin Kumar Bora, Sankar Kumar Pal:
Pattern Recognition and Machine Intelligence - 8th International Conference, PReMI 2019, Tezpur, India, December 17-20, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11941, Springer 2019, ISBN 978-3-030-34868-7 [contents] - [e18]Bhabesh Deka, Pradipta Maji, Sushmita Mitra, Dhruba Kumar Bhattacharyya, Prabin Kumar Bora, Sankar Kumar Pal:
Pattern Recognition and Machine Intelligence - 8th International Conference, PReMI 2019, Tezpur, India, December 17-20, 2019, Proceedings, Part II. Lecture Notes in Computer Science 11942, Springer 2019, ISBN 978-3-030-34871-7 [contents] - 2018
- [e17]Mohamed El Youssfi El Kettani, Chawki Djeddi, Imran Siddiqi, Yaâcoub Hannad, Sankar Kumar Pal:
Proceedings of the 2nd Mediterranean Conference on Pattern Recognition and Artificial Intelligence, MedPRAI 2018, Rabat, Morocco, March 27-28, 2018. ACM 2018 [contents] - 2017
- [e16]B. Uma Shankar, Kuntal Ghosh, Deba Prasad Mandal, Shubhra Sankar Ray, David Zhang, Sankar K. Pal:
Pattern Recognition and Machine Intelligence - 7th International Conference, PReMI 2017, Kolkata, India, December 5-8, 2017, Proceedings. Lecture Notes in Computer Science 10597, Springer 2017, ISBN 978-3-319-69899-1 [contents] - 2015
- [e15]Sankar K. Pal, Malay K. Kundu, Santanu Chaudhury, Soma Mitra, Debasis Mazumdar:
Proceedings of the 2nd International Conference on Perception and Machine Intelligence, Kolkata, West Bengal, India, February 26-27, 2015. ACM 2015, ISBN 978-1-4503-2002-3 [contents] - [e14]Marzena Kryszkiewicz, Sanghamitra Bandyopadhyay, Henryk Rybinski, Sankar K. Pal:
Pattern Recognition and Machine Intelligence - 6th International Conference, PReMI 2015, Warsaw, Poland, June 30 - July 3, 2015, Proceedings. Lecture Notes in Computer Science 9124, Springer 2015, ISBN 978-3-319-19940-5 [contents] - 2014
- [e13]Sabu M. Thampi, Ajith Abraham, Sankar Kumar Pal, Juan Manuel Corchado Rodríguez:
Recent Advances in Intelligent Informatics - Proceedings of the Second International Symposium on Intelligent Informatics, ISI 2013, August 23-24 2013, Mysore, India. Advances in Intelligent Systems and Computing 235, Springer 2014, ISBN 978-3-319-01777-8 [contents] - 2013
- [e12]Pradipta Maji, Ashish Ghosh, M. Narasimha Murty, Kuntal Ghosh, Sankar K. Pal:
Pattern Recognition and Machine Intelligence - 5th International Conference, PReMI 2013, Kolkata, India, December 10-14, 2013. Proceedings. Lecture Notes in Computer Science 8251, Springer 2013, ISBN 978-3-642-45061-7 [contents] - 2012
- [e11]Malay K. Kundu, Sushmita Mitra, Debasis Mazumdar, Sankar K. Pal:
Perception and Machine Intelligence - First Indo-Japan Conference, PerMIn 2012, Kolkata, India, January 12-13, 2012. Proceedings. Lecture Notes in Computer Science 7143, Springer 2012, ISBN 978-3-642-27386-5 [contents] - [e10]Sankar K. Pal, Alfredo Petrosino, Lucia Maddalena:
Handbook on Soft Computing for Video Surveillance. Chapman and Hall/CRC 2012, ISBN 978-1-4398-5684-0 [contents] - 2011
- [e9]Sergei O. Kuznetsov, Deba Prasad Mandal, Malay Kumar Kundu, Sankar K. Pal:
Pattern Recognition and Machine Intelligence - 4th International Conference, PReMI 2011, Moscow, Russia, June 27 - July 1, 2011. Proceedings. Lecture Notes in Computer Science 6744, Springer 2011, ISBN 978-3-642-21785-2 [contents] - 2010
- [e8]Tai-Hoon Kim, Sankar K. Pal, William I. Grosky, Niki Pissinou, Timothy K. Shih, Dominik Slezak:
Signal Processing and Multimedia - International Conferences, SIP and MulGraB 2010, Held as Part of the Future Generation Information Technology Conference, FGIT 2010, Jeju Island, Korea, December 13-15, 2010. Proceedings. Communications in Computer and Information Science 123, Springer 2010, ISBN 978-3-642-17640-1 [contents] - 2009
- [e7]Dominik Slezak, Sankar K. Pal, Byeong Ho Kang, Junzhong Gu, Hideo Kuroda, Tai-Hoon Kim:
Signal Processing, Image Processing and Pattern Recognition - International Conference, SIP 2009, Held as Part of the Future Generation Information Technology Conference, FGIT 2009, Jeju Island, Korea, December 10-12, 2009. Proceedings. Communications in Computer and Information Science 61, Springer 2009, ISBN 978-3-642-10545-6 [contents] - [e6]Santanu Chaudhury, Sushmita Mitra, C. A. Murthy, P. S. Sastry, Sankar K. Pal:
Pattern Recognition and Machine Intelligence, Third International Conference, PReMI 2009, New Delhi, India, December 16-20, 2009 Proceedings. Lecture Notes in Computer Science 5909, Springer 2009, ISBN 978-3-642-11163-1 [contents] - [e5]Vito Di Gesù, Sankar K. Pal, Alfredo Petrosino:
Fuzzy Logic and Applications, 8th International Workshop, WILF 2009, Palermo, Italy, June 9-12, 2009, Proceedings. Lecture Notes in Computer Science 5571, Springer 2009, ISBN 978-3-642-02281-4 [contents] - 2007
- [e4]Ashish Ghosh, Rajat K. De, Sankar K. Pal:
Pattern Recognition and Machine Intelligence, Second International Conference, PReMI 2007, Kolkata, India, December 18-22, 2007, Proceedings. Lecture Notes in Computer Science 4815, Springer 2007, ISBN 978-3-540-77045-9 [contents] - 2005
- [e3]Sankar K. Pal, Sanghamitra Bandyopadhyay, Sambhunath Biswas:
Pattern Recognition and Machine Intelligence, First International Conference, PReMI 2005, Kolkata, India, December 20-22, 2005, Proceedings. Lecture Notes in Computer Science 3776, Springer 2005, ISBN 3-540-30506-8 [contents] - 2004
- [e2]Sankar Kumar Pal, Lech Polkowski, Andrzej Skowron:
Rough-Neural Computing: Techniques for Computing with Words. Cognitive Technologies, Springer 2004, ISBN 978-3-540-43059-9 [contents] - 2001
- [e1]Sankar K. Pal, Tharam S. Dillon, Daniel S. Yeung:
Soft Computing in Case Based Reasoning. Springer 2001, ISBN 978-1-85233-262-4 [contents]
Reference Works
- 2012
- [r2]Alessio Ferone, Sankar K. Pal, Alfredo Petrosino:
The Role of Soft Computing in Image Analysis. Handbook of Soft Computing for Video Surveillance 2012: 33-58 - [r1]Rajarshi Pal, Ashish Ghosh, Sankar K. Pal:
Video Summarization and Significance of Content. Handbook of Soft Computing for Video Surveillance 2012: 79-102
Coauthor Index
Debarati B. Chakraborty
aka: Debarati Bhunia Chakraborty
aka: Debarati Bhunia Chakraborty
Late C. A. Murthy
aka: C. A. Murthy
aka: C. A. Murthy
Simon C. K. Shiu
aka: Simon Chi-Keung Shiu
aka: Simon Chi-Keung Shiu
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