Sankar K. Pal
According to our database^{1}, Sankar K. Pal
Awards
IEEE Fellow
IEEE Fellow 1993, "For contributions to pattern recognition and image processing using fuzzy set theoretic methods.".
Timeline
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Bibliography
2018
FuzzyRough Entropy Measure and Histogram Based Patient Selection for miRNA Ranking in Cancer.
IEEE/ACM Trans. Comput. Biology Bioinform., 2018
2017
Granular Neural Networks, Pattern Recognition and Bioinformatics
Studies in Computational Intelligence 712, Springer, ISBN: 9783319571157, 2017
Granular Flow Graph, Adaptive Rule Generation and Tracking.
IEEE Trans. Cybernetics, 2017
A computational model for the endogenous arousal of thoughts through Z*numbers.
Inf. Sci., 2017
Fuzzy mutual information based grouping and new fitness function for PSO in selection of miRNAs in cancer.
Comp. in Bio. and Med., 2017
Granular Social Network: Model and Applications.
Proceedings of the Handbook of Big Data Technologies, 2017
2016
A Granular SelfOrganizing Map for Clustering and Gene Selection in Microarray Data.
IEEE Trans. Neural Netw. Learning Syst., 2016
Preface: pattern recognition and mining.
Natural Computing, 2016
Neighborhood granules and rough rulebase in tracking.
Natural Computing, 2016
Identifying relevant group of miRNAs in cancer using fuzzy mutual information.
Med. Biol. Engineering and Computing, 2016
Robust Boosted Parameter Based Combined Classifier for Rotation Invariant Texture Classification.
Applied Artificial Intelligence, 2016
2015
On Znumbers and the MachineMind for Natural Language Comprehension.
Proceedings of the Fifty Years of Fuzzy Logic and its Applications, 2015
Data science, big data and granular mining.
Pattern Recognition Letters, 2015
Fuzzyrough community in social networks.
Pattern Recognition Letters, 2015
Text comprehension and the computational mindagencies.
Natural Computing, 2015
Deprecation based greedy strategy for target set selection in large scale social networks.
Inf. Sci., 2015
FGSN: Fuzzy Granular Social Networks  Model and applications.
Inf. Sci., 2015
Z^{*}numbers: Augmented Znumbers for machinesubjectivity representation.
Inf. Sci., 2015
Guest Editorial.
IET Image Processing, 2015
2014
Guest Editorial on Decision Making in Human and Machine Vision.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2014
Rough Sets, Kernel Set, and Spatiotemporal Outlier Detection.
IEEE Trans. Knowl. Data Eng., 2014
Fitting truncated geometric distributions in large scale real world networks.
Theor. Comput. Sci., 2014
Centrality Measures, Upper Bound, and Influence Maximization in Large Scale Directed Social Networks.
Fundam. Inform., 2014
2013
The ZNumber Enigma: A Study through an Experiment.
Proceedings of the Soft Computing: State of the Art Theory and Novel Applications, 2013
Professor Zdzisław Pawlak (19262006): Founder of the Polish School of Artificial Intelligence.
Proceedings of the Rough Sets and Intelligent Systems  Professor Zdzisław Pawlak in Memoriam, 2013
A Clustering Approach to Image Retrieval Using Range Based Query and Mahalanobis Distance.
Proceedings of the Rough Sets and Intelligent Systems  Professor Zdzisław Pawlak in Memoriam, 2013
Context granulation and subjectiveinformation quantification.
Theor. Comput. Sci., 2013
RNA Secondary Structure Prediction Using Soft Computing.
IEEE/ACM Trans. Comput. Biology Bioinform., 2013
Fuzzy rough sets, and a granular neural network for unsupervised feature selection.
Neural Networks, 2013
Incorporating local image structure in normalized cut based graph partitioning for grouping of pixels.
Inf. Sci., 2013
Nonparametric modified histogram equalisation for contrast enhancement.
IET Image Processing, 2013
A Weighted Threshold for Detection of Cancerous miRNA Expressions.
Fundam. Inform., 2013
Unsupervised Tracking, Roughness and Quantitative Indices.
Fundam. Inform., 2013
An Insight Into The Znumber Approach To CWW.
Fundam. Inform., 2013
Preface.
Fundam. Inform., 2013
Title Paper: Natural computing: A problem solving paradigm with granular information processing.
Appl. Soft Comput., 2013
Special issue on granular soft computing for pattern recognition and mining.
Appl. Soft Comput., 2013
Granulation, rough entropy and spatiotemporal moving object detection.
Appl. Soft Comput., 2013
2012
Video Summarization and Significance of Content.
Proceedings of the Handbook on Soft Computing for Video Surveillance., 2012
The Role of Soft Computing in Image Analysis.
Proceedings of the Handbook on Soft Computing for Video Surveillance., 2012
Fuzzy rough granular selforganizing map and fuzzy rough entropy.
Theor. Comput. Sci., 2012
A Weighted Power Framework for Integrating Multisource Information: Gene Function Prediction in Yeast.
IEEE Trans. Biomed. Engineering, 2012
Classdependent roughfuzzy granular space, dispersion index and classification.
Pattern Recognition, 2012
Improving feature space based image segmentation via density modification.
Inf. Sci., 2012
Variance as a Stopping Criterion for Genetic Algorithms with Elitist Model.
Fundam. Inform., 2012
Granular Mining and RoughFuzzy Pattern Recognition: A Way to Natural Computation.
IEEE Intelligent Informatics Bulletin, 2012
Granular Computing Models in the Classification of Web Content Data.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012
2011
Automatic Exact Histogram Specification for Contrast Enhancement and Visual System Based Quantitative Evaluation.
IEEE Trans. Image Processing, 2011
Rough sets and fuzzy sets in natural computing.
Theor. Comput. Sci., 2011
Fuzzy rough granular neural networks, fuzzy granules, and classification.
Theor. Comput. Sci., 2011
A Novel Fuzzy Rough Granular Neural Network for Classification.
Int. J. Computational Intelligence Systems, 2011
Roughwavelet granular space and classification of multispectral remote sensing image.
Appl. Soft Comput., 2011
A Rough Set Approach to Spatiotemporal Outlier Detection.
Proceedings of the Fuzzy Logic and Applications  9th International Workshop, 2011
Fuzzy Rough Granular Self Organizing Map.
Proceedings of the Rough Sets and Knowledge Technology  6th International Conference, 2011
Rough Set Based Ensemble Classifier.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011
A New Centrality Measure for Influence Maximization in Social Networks.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011
Optimal Parameter Selection for Image Watermarking Using MOGA.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011
A RoughFuzzy HSV Color Histogram for Image Segmentation.
Proceedings of the Image Analysis and Processing  ICIAP 2011, 2011
2010
Application of rough ensemble classifier to web services categorization and focused crawling.
Web Intelligence and Agent Systems, 2010
FuzzyRough Sets for Information Measures and Selection of Relevant Genes From Microarray Data.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2010
Some Insights Into Brightness Perception of Images in the Light of a New Computational Model of FigureGround Segregation.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2010
A Novel Split and Merge Technique for Hypertext Classification.
Trans. Rough Sets, 2010
Computational Theory Perception (CTP), RoughFuzzy Uncertainty Analysis and Mining in Bioinformatics and Web Intelligence: A Unified Framework.
Trans. Rough Sets, 2010
Feature Selection Using fInformation Measures in Fuzzy Approximation Spaces.
IEEE Trans. Knowl. Data Eng., 2010
Gradient histogram: Thresholding in a region of interest for edge detection.
Image Vision Comput., 2010
Pattern Classification Using ClassDependent RoughFuzzy Granular Space.
Proceedings of the Rough Set and Knowledge Technology  5th International Conference, 2010
Fgranulation, Generalized Rough Entropy and Pattern Recognition.
Proceedings of the Rough Set and Knowledge Technology  5th International Conference, 2010
Generalized Distribution Reduction in Inconsistent Decision Systems Based on Dominance Relations.
Proceedings of the Rough Set and Knowledge Technology  5th International Conference, 2010
Robust Granular Neural Networks, Fuzzy Granules and Classification.
Proceedings of the Rough Set and Knowledge Technology  5th International Conference, 2010
Soft Computing, fGranulation and Pattern Recognition.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010
2009
Generalized Rough Sets, Entropy, and Image Ambiguity Measures.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009
Comparing Scores Intended for Ranking.
IEEE Trans. Knowl. Data Eng., 2009
Histogram Thresholding Using Fuzzy and Rough Measures of Association Error.
IEEE Trans. Image Processing, 2009
Combining Multisource Information Through FunctionalAnnotationBased Weighting: Gene Function Prediction in Yeast.
IEEE Trans. Biomed. Engineering, 2009
Tensor Framework and Combined Symmetry for Hypertext Mining.
Fundam. Inform., 2009
Rough Ensemble Classifier: A Comparative Study.
Proceedings of the Fuzzy Logic and Applications, 8th International Workshop, 2009
Hypertext Classification Using Tensor Space Model and Rough Set Based Ensemble Classifier.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009
Mutual Neighborhood Based Discriminant Projection for Face Recognition.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009
MRF Based LSB Steganalysis: A New Measure of Steganography Capacity.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009
Image Enhancement Using Multiobjective Genetic Algorithms.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009
Feature space based image segmentation via density modification.
Proceedings of the International Conference on Image Processing, 2009
Rough Set Based Ensemble Prediction for Topic Specific Web Crawling.
Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009
2008
Maximum Class Separability for RoughFuzzy CMeans Based Brain MR Image Segmentation.
Trans. Rough Sets, 2008
Twodimensional Laplacianfaces method for face recognition.
Pattern Recognition, 2008
RoughFuzzy Relational Clustering Algorithm for Biological Sequence Mining.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008
Classification of Web Services Using Tensor Space Model and Rough Ensemble Classifier.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008
RoughFuzzy Knowledge Encoding and Uncertainty Analysis: Relevance in Data Mining.
Proceedings of the Distributed Computing and Networking, 9th International Conference, 2008
Roughfuzzy Granular Computing with Application to Bioinformatics and Web Intelligence.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008
Tensor Space Model for Hypertext Representation.
Proceedings of the 2008 International Conference on Information Technology, 2008
2007
Dynamic RangeBased Distance Measure for Microarray Expressions and a Fast GeneOrdering Algorithm.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2007
Rough Set Based Generalized Fuzzy CMeans Algorithm and Quantitative Indices.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2007
Stemming via DistributionBased Word Segregation for Classification and Retrieval.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2007
Using Approximate Reduct and LVQ in Case Generation for CBR Classifiers.
Trans. Rough Sets, 2007
RoughFuzzy CMedoids Algorithm and Selection of BioBasis for Amino Acid Sequence Analysis.
IEEE Trans. Knowl. Data Eng., 2007
MultiObjective Particle Swarm Optimization with time variant inertia and acceleration coefficients.
Inf. Sci., 2007
Statement of Retraction.
Int. J. Comput. Math., 2007
Protein sequence analysis using relational soft clustering algorithms.
Int. J. Comput. Math., 2007
Histogram Thresholding using Beam Theory and Ambiguity Measures.
Fundam. Inform., 2007
Rough set Based Ensemble Classifier forWeb Page Classification.
Fundam. Inform., 2007
RFCM: A Hybrid Clustering Algorithm Using Rough and Fuzzy Sets.
Fundam. Inform., 2007
Genetic operators for combinatorial optimization in TSP and microarray gene ordering.
Appl. Intell., 2007
Attention in Early Vision: Some Psychophysical Insights.
Proceedings of the Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint, 2007
New Results on Energy Balance Analysis of Metabolic Networks.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007
Discovering Patterns of DNA Methylation: Rule Mining with Rough Sets and Decision Trees, and Comethylation Analysis.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007
Rough Sets Based Hybrid CMeans Algorithm.
Proceedings of the 3rd Indian International Conference on Artificial Intelligence, 2007
FigureGround Segregation: Cues from Early Vision.
Proceedings of the 3rd Indian International Conference on Artificial Intelligence, 2007
A Multiobjective Genetic Algorithm with Relative Distance: Method, Performance Measures and Constraint Handling.
Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007
New Distance Measure for Microarray Gene Expressions Using Linear Dynamic Range of Photo Multiplier Tube.
Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007
Adaptive muftiobjective particle swarm optimization algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
RoughFuzzy Granulation, Rough Entropy and Image Segmentation.
Proceedings of the First Asia International Conference on Modelling and Simulation, 2007
2006
Combining Feature Reduction and Case Selection in Building CBR Classifiers.
IEEE Trans. Knowl. Data Eng., 2006
Maxdiff kdtrees for data condensation.
Pattern Recognition Letters, 2006
A rough setbased casebased reasoner for text categorization.
Int. J. Approx. Reasoning, 2006
Fuzzy Web Surfer Models: Theory and Experiments.
Proceedings of the Web Intelligence Meets Brain Informatics, 2006
RoughFuzzy Granulation, Rough Entropy and Image Segmentation.
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006
Two Dimensional Laplacianfaces Method for Face Recognition.
Proceedings of the Rough Sets and Current Trends in Computing, 2006
A MOE framework for Biclustering of Microarray Data.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Comparing rankinducing scoring systems.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
2005
A Web Surfer Model Incorporating Topic Continuity.
IEEE Trans. Knowl. Data Eng., 2005
Granular computing, rough entropy and object extraction.
Pattern Recognition Letters, 2005
Fuzzy sets in pattern recognition and machine intelligence.
Fuzzy Sets and Systems, 2005
Theoretical quantification of shape distortion in fuzzy Hough transform.
Fuzzy Sets and Systems, 2005
A Fuzzy Web Surfer Model.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
Detecting Sequences and Cycles of Web Pages.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
Rough Learning Vector Quantization Case Generation for CBR Classifiers.
Proceedings of the Rough Sets, 2005
Incorporating Distance Domination in Multiobjective Evolutionary Algorithm.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005
New Genetic Operators for Solving TSP: Application to Microarray Gene Ordering.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005
A Novel 3D Face Recognition Algorithm Using Template Based Registration Strategy and Artificial Neural Networks.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005
Distribution Based Stemmer Refinement.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005
A Chosen Plaintext Steganalysis of Hide4PGP V 2.0.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005
Learning Similarity Measure of Nominal Features in CBR Classifiers.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005
Rough Set Feature Selection Methods for CaseBased Categorization of Text Documents.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005
2004
RoughNeuro Computing: An Introduction.
Proceedings of the RoughNeural Computing: Techniques for Computing with Words., 2004
RoughSOM with Fuzzy Discretization.
Proceedings of the RoughNeural Computing: Techniques for Computing with Words., 2004
Multiobjective GAs, quantitative indices, and pattern classification.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2004
Case Generation Using Rough Sets with Fuzzy Representation.
IEEE Trans. Knowl. Data Eng., 2004
Segmentation of multispectral remote sensing images using active support vector machines.
Pattern Recognition Letters, 2004
Soft computing data mining.
Inf. Sci., 2004
Soft data mining, computational theory of perceptions, and roughfuzzy approach.
Inf. Sci., 2004
CaseBased Reasoning: Concepts, Features and Soft Computing.
Appl. Intell., 2004
Rough Self Organizing Map.
Appl. Intell., 2004
Preface.
Appl. Intell., 2004
A Report of Activities at the WICIndia Research Center.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004
A FuzzyRough Method for ConceptBased Document Expansion.
Proceedings of the Rough Sets and Current Trends in Computing, 2004
New Operators of Genetic Algorithms for Traveling Salesman Problem.
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
RoughFuzzy MLP: Modular Evolution, Rule Generation, and Evaluation.
IEEE Trans. Knowl. Data Eng., 2003
Fuzzy discretization of feature space for a rough set classifier.
Pattern Recognition Letters, 2003
Preface.
Pattern Recognition Letters, 2003
Nonconvex clustering using expectation maximization algorithm with rough set initialization.
Pattern Recognition Letters, 2003
A Probabilistic Active Support Vector Learning Algorithm.
IEEE Trans. Pattern Anal. Mach. Intell., 2003
Incorporating Ancestors' Influence in Genetic Algorithms.
Appl. Intell., 2003
RoughFuzzy Granular Computing, Case Based Reasoning and Data Mining.
Proceedings of the Fuzzy Logic and Applications, 5th International Workshop, 2003
Topic Continuity for Web Document Categorization and Ranking.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003
Rough Sets, EM Algorithm, MST and Multispectral Image Segmentation.
Proceedings of the Rough Sets, 2003
Active Support Vector Machines for Pixel Classification in Remote Sensing Images.
Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003
2002
A novel face recognition system using hybrid neural and dual eigenspaces methods.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2002
Fuzzy decision tree, linguistic rules and fuzzy knowledgebased network: generation and evaluation.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2002
Web mining in soft computing framework: relevance, state of the art and future directions.
IEEE Trans. Neural Networks, 2002
Data mining in soft computing framework: a survey.
IEEE Trans. Neural Networks, 2002
Multispectral image segmentation using the roughsetinitialized EM algorithm.
IEEE Trans. Geoscience and Remote Sensing, 2002
DensityBased Multiscale Data Condensation.
IEEE Trans. Pattern Anal. Mach. Intell., 2002
Unsupervised Feature Selection Using Feature Similarity.
IEEE Trans. Pattern Anal. Mach. Intell., 2002
Unsupervised feature extraction using neurofuzzy approach.
Fuzzy Sets and Systems, 2002
2001
Pixel classification using variable string genetic algorithms with chromosome differentiation.
IEEE Trans. Geoscience and Remote Sensing, 2001
Incorporation of Fuzziness in ID3 and Generation of Network Architerture.
Neural Computing and Applications, 2001
Evolutionary Modular MLP with Rough Sets and ID3 Algorithm for Staging of Cervical Cancer.
Neural Computing and Applications, 2001
A connectionist model for selection of cases.
Inf. Sci., 2001
Presenting the special issue on Roughneuro computing : Preface.
Neurocomputing, 2001
Evolutionary modular design of rough knowledgebased network using fuzzy attributes.
Neurocomputing, 2001
Fuzzy Image Processing and Recognition: Uncertainty Handling and Applications.
Int. J. Image Graphics, 2001
Soft Computing Pattern Recognition: Principles, Integrations, and Data Mining.
Proceedings of the New Frontiers in Artificial Intelligence, 2001
2000
Parallel system design for timedelay neural networks.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2000
VGAClassifier: design and applications.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2000
A fuzzy clustering neural networks (FCNs) system design methodology.
IEEE Trans. Neural Netw. Learning Syst., 2000
Unsupervised feature evaluation: a neurofuzzy approach.
IEEE Trans. Neural Netw. Learning Syst., 2000
Staging of cervical cancer with soft computing.
IEEE Trans. Biomed. Engineering, 2000
A connectionist model for convexhull of a planar set.
Neural Networks, 2000
Data Condensation in Large Databases by Incremental Learning with Support Vector Machines.
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
Neurofuzzy feature evaluation with theoretical analysis.
Neural Networks, 1999
Connectionist object recognition: methods and methodologies.
Int. J. Systems Science, 1999
Relation Between VGAclassifier and MLP : Determination of Network Architecture.
Fundam. Inform., 1999
Modular Rough Fuzzy MLP: Evolutionary Design.
Proceedings of the New Directions in Rough Sets, 1999
1998
Genetic algorithms for generation of class boundaries.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1998
Rough fuzzy MLP: knowledge encoding and classification.
IEEE Trans. Neural Networks, 1998
A new gray level based Hough transform for region extraction: An application to IRS images.
Pattern Recognition Letters, 1998
Unsupervised feature selection using a neurofuzzy approach.
Pattern Recognition Letters, 1998
Pattern classification using genetic algorithms: Determination of H.
Pattern Recognition Letters, 1998
Noisy fingerprints classification with directional FFT based features using MLP.
Neural Computing and Applications, 1998
Rough Knowledgebased Network, Fuzziness and Classification.
Neural Computing and Applications, 1998
Fuzzy Feature Evaluation Index and Connectionist Realization.
Inf. Sci., 1998
Genotypic and Phenotypic Assortative Mating in Genetic Algorithm.
Inf. Sci., 1998
Fuzzy Feature Evaluation Index and Connectionist Realization  II. Theoretical Analysis.
Inf. Sci., 1998
Simulated Annealing Based Pattern Classification.
Inf. Sci., 1998
Incorporating Chromosome Differentaition in Genetic Algorithms.
Inf. Sci., 1998
epsilonOptimal Stopping Time for Genetic Algorithms.
Fundam. Inform., 1998
1997
Knowledgebased fuzzy MLP for classification and rule generation.
IEEE Trans. Neural Networks, 1997
Pattern classification with genetic algorithms: Incorporation of chromosome differentiation.
Pattern Recognition Letters, 1997
Feature analysis: Neural network and fuzzy set theoretic approaches.
Pattern Recognition, 1997
Designing Hopfield Type Networks Using Genetic Algorithms and Its Comparison with Simulated Annealing.
IJPRAI, 1997
1996
Fuzzy selforganization, inferencing, and rule generation.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 1996
Analysis of IRS imagery for detecting manmade objects with a multivalued recognition system.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 1996
Smoothing of digital images using the concept of diffusion process.
Pattern Recognition, 1996
Roughness of a Fuzzy Set.
Inf. Sci., 1996
Review Neurofuzzy computing for image processing and pattern recognition.
Int. J. Systems Science, 1996
A selforganizing network for mixed category perception.
Neurocomputing, 1996
Noisy fingerprint classification using multilayer perceptron with fuzzy geometrical and textural features.
Fuzzy Sets and Systems, 1996
Neurocomputing: Motivations, Models, and Hybridization  Guest Editors' Introduction.
IEEE Computer, 1996
GAbased pattern classification: theoretical and experimental studies.
Proceedings of the 13th International Conference on Pattern Recognition, 1996
1995
Fuzzy multilayer perceptron, inferencing and rule generation.
IEEE Trans. Neural Networks, 1995
Modeling of component failure in neural networks for robustness evaluation: an application to object extraction.
IEEE Trans. Neural Networks, 1995
PsyCOPa psychologically motivated connectionist system for object perception.
IEEE Trans. Neural Networks, 1995
Xtron: an incremental connectionist model for category perception.
IEEE Trans. Neural Networks, 1995
Pattern classification with genetic algorithms.
Pattern Recognition Letters, 1995
A connectionist system for learning and recognition of structures: Application to handwritten characters.
Neural Networks, 1995
Motion Frame Analysis and Scene Abstraction: Discrimination Ability of Fuzziness Measures.
Journal of Intelligent and Fuzzy Systems, 1995
Image Coding Using Modified BezierBernstein Approximation.
Inf. Sci., 1995
1994
Selforganizing neural network as a fuzzy classifier.
IEEE Trans. Systems, Man, and Cybernetics, 1994
Genetic algorithms for optimal image enhancement.
Pattern Recognition Letters, 1994
Logical operation based fuzzy MLP for classification and rule generation.
Neural Networks, 1994
Fingerpring Classification Using a Fuzzy Multilayer Perceptron.
Neural Computing and Applications, 1994
Fuzzy Versions of Kohonen's Net and MLPBased Classification: Performance Evaluation for Certain Nonconvex Decision Regions.
Inf. Sci., 1994
Selection of Optimal Set of Weights in a Layered Network Using Genetic Algorithms.
Inf. Sci., 1994
Directed Mutation in Gennetic Algorithms.
Inf. Sci., 1994
A Remote Sensing Application of a fuzzy Classifier.
International Journal of Uncertainty, Fuzziness and KnowledgeBased Systems, 1994
1993
Selforganization for object extraction using a multilayer neural network and fuzziness measures.
IEEE Trans. Fuzzy Systems, 1993
A review on image segmentation techniques.
Pattern Recognition, 1993
Uncertainty management in space station autonomous research: Pattern recognition perspective.
Inf. Sci., 1993
Matching of Structural Shape Descriptions with Hopfield Net.
IJPRAI, 1993
1992
Formulation of a multivalued recognition system.
IEEE Trans. Systems, Man, and Cybernetics, 1992
Multilayer perceptron, fuzzy sets, and classification.
IEEE Trans. Neural Networks, 1992
Neural network, selforganization and object extraction.
Pattern Recognition Letters, 1992
Effect of wrong samples on the convergence of learning processes. II. A remedy.
Inf. Sci., 1992
Higher order fuzzy entropy and hybrid entropy of a set.
Inf. Sci., 1992
Some properties of the exponential entropy.
Inf. Sci., 1992
Linguistic recognition system based on approximate reasoning.
Inf. Sci., 1992
Image segmentation using fuzzy correlation.
Inf. Sci., 1992
Spectral fuzzy sets and soft thresholding.
Inf. Sci., 1992
Fuzzy set theoretic measures for automatic feature evaluation: II.
Inf. Sci., 1992
Histogram thresholding by minimizing graylevel fuzziness.
Inf. Sci., 1992
Bounds for membership functions: A correlationbased approach.
Inf. Sci., 1992
Object Background Classification Using Hopfield Type Neural Network.
IJPRAI, 1992
1991
Entropy: a new definition and its applications.
IEEE Trans. Systems, Man, and Cybernetics, 1991
A fuzzy medial axis transformation based on fuzzy disks.
Pattern Recognition Letters, 1991
Effect of wrong samples on the convergence of learning processes.
Inf. Sci., 1991
Image Model, Poisson Distribution and Object Extraction.
IJPRAI, 1991
Image segmentation using a neural network.
Biological Cybernetics, 1991
1990
Fuzzy dynamic clustering algorithm.
Pattern Recognition Letters, 1990
Index of area coverage of fuzzy image subsets and object extraction.
Pattern Recognition Letters, 1990
Pattern recognition techniques in analyzing the effect of thiourea on brain neurosecretory cells.
Pattern Recognition Letters, 1990
Fuzzy thresholding: mathematical framework, bound functions and weighted moving average technique.
Pattern Recognition Letters, 1990
Automatic selection of object enhancement operator with quantitative justification based on fuzzy set theoretic measures.
Pattern Recognition Letters, 1990
Generalized guardzone algorithm (GGA) for learning: automatic selection of threshold.
Pattern Recognition, 1990
1989
Fuzzy skeletonization of an image.
Pattern Recognition Letters, 1989
1988
Approximate coding of digital contours.
IEEE Trans. Systems, Man, and Cybernetics, 1988
Image enhancement and thresholding by optimization of fuzzy compactness.
Pattern Recognition Letters, 1988
Dynamic guard zone for selfsupervised learning.
Pattern Recognition Letters, 1988
A note on grey levelintensity transformation: effect on HVS thresholding.
Pattern Recognition Letters, 1988
Binary contour coding using Bézier approximation.
Pattern Recognition Letters, 1988
1987
Segmentation using contrast and homogeneity measures.
Pattern Recognition Letters, 1987
On the convergence of "A selfsupervised vowel recognition system".
Pattern Recognition, 1987
1986
Fuzzy Grammars in Syntactic Recognition of Skeletal Maturity from XRays.
IEEE Trans. Systems, Man, and Cybernetics, 1986
Fuzzy Set Theoretic Measure for Automatic Feature Evaluation.
IEEE Trans. Systems, Man, and Cybernetics, 1986
A generalised learning algorithm based on guard zones.
Pattern Recognition Letters, 1986
Fuzzy measures in determining seed points in clustering.
Pattern Recognition Letters, 1986
A measure of edge ambiguity using fuzzy sets.
Pattern Recognition Letters, 1986
Thresholding for edge detection using human psychovisual phenomena.
Pattern Recognition Letters, 1986
1984
Syntactic recognition of skeletal maturity.
Pattern Recognition Letters, 1984
Intraclass and interclass ambiguities (fuzziness) in feature evaluation.
Pattern Recognition Letters, 1984
1983
Image description and primitive extraction using fuzzy sets.
IEEE Trans. Systems, Man, and Cybernetics, 1983
Automatic grey level thresholding through index of fuzziness and entropy.
Pattern Recognition Letters, 1983
Grey level thresholding using secondorder statistics.
Pattern Recognition Letters, 1983
On Edge Detection of XRay Images Using Fuzzy Sets.
IEEE Trans. Pattern Anal. Mach. Intell., 1983
1982
A Note on the Quantitative Measure of Image Enhancement Through Fuzziness.
IEEE Trans. Pattern Anal. Mach. Intell., 1982
1981
Application of fuzzy set theory in detecting xray edges.
Proceedings of the IEEE International Conference on Acoustics, 1981
1980
A selfsupervised vowel recognition system.
Pattern Recognition, 1980
1978
Correction to "On Automatic Plosive Identification Using Fuzziness in Property Sets".
IEEE Trans. Systems, Man, and Cybernetics, 1978