Optimal Fuzzy Partitions: A Heuristic for Estimating the Parameters in a Mixture of Normal Distributions. - James C. Bezdek; Joseph C. Dunn (IEEE Trans. Computers, 1975)

Feature selection for binary data: medical diagnosis with fuzzy sets. - James C. Bezdek (AFIPS National Computer Conference, 1976)

Prototype classification and feature selection with fuzzy sets. - James C. Bezdek; Patrick F. Castelaz (IEEE Trans. Syst. Man Cybern., 1977)

Statistical parameters of cluster validity functionals. - James C. Bezdek; Michael P. Windham; Robert Ehrlich (Int. J. Parallel Program., 1980)

A Convergence Theorem for the Fuzzy ISODATA Clustering Algorithms. - James C. Bezdek (IEEE Trans. Pattern Anal. Mach. Intell., 1980)

Pattern Recognition with Fuzzy Objective Function Algorithms - James C. Bezdek (Springer, 1981)

Guest Editorial and Conference Report. - James C. Bezdek (Int. J. Man Mach. Stud., 1983)

Curvature and Tangential Deflection of Discrete Arcs: A Theory Based on the Commutator of Scatter Matrix Pairs and Its Application to Vertex Detection in Planar Shape Data. - Ian M. Anderson; James C. Bezdek (IEEE Trans. Pattern Anal. Mach. Intell., 1984)

A Knowledge-Based System Approach to Document Retrieval. - Gautam Biswas; Viswanath Subramanian; James C. Bezdek (CAIA, 1985)

Parametric estimation for normal mixtures. - James C. Bezdek; Richard J. Hathaway; Vicki J. Huggins (Pattern Recognit. Lett., 1985)

An application of the c-varieties clustering algorithms to polygonal curve fitting. - James C. Bezdek; Ian M. Anderson (IEEE Trans. Syst. Man Cybern., 1985)

A knowledge-based approach to online document retrieval system design. - Gautam Biswas; James C. Bezdek; Robert L. Oakman (ISMIS, 1986)

Transitive Closures of Fuzzy Thesauri for Information-Retrieval Systems. - James C. Bezdek; Gautam Biswas; Li-ya Huang (Int. J. Man Mach. Stud., 1986)

Efficient Implementation of the Fuzzy c-Means Clustering Algorithms. - Robert L. Cannon; Jitendra V. Dave; James C. Bezdek (IEEE Trans. Pattern Anal. Mach. Intell., 1986)

Local convergence of the fuzzy c-Means algorithms. - Richard J. Hathaway; James C. Bezdek (Pattern Recognit., 1986)

Low-Level Segmentation of Aerial Images with Fuzzy Clustering. - Mohan M. Trivedi; James C. Bezdek (IEEE Trans. Syst. Man Cybern., 1986)

Towards the Design of a Knowledge Based System for Hypercarbon Play Analysis. - Miao-Li Pai; Gautam Biswas; Christopher G. St. C. Kendall; James C. Bezdek (ISMIS, 1987)

A message from the editor. - James C. Bezdek (Int. J. Approx. Reason., 1987)

Knowledge-assisted document retrieval: I. The natural-language interface. - Gautam Biswas; James C. Bezdek; Marisol Marques; Viswanath Subramanian (J. Am. Soc. Inf. Sci., 1987)

Knowledge-assisted document retrieval: II. The retrieval process. - Gautam Biswas; James C. Bezdek; Viswanath Subramanian; Marisol Marques (J. Am. Soc. Inf. Sci., 1987)

A feature projection based adaptive pattern recognition network. - James S. J. Lee; James C. Bezdek (ICNN, 1988)

A Linuistic Transitive Closure Method for Completion and Consistency of Uncertain Knowledge. - Gautam Biswas; James C. Bezdek (ISMIS, 1988)

Core zone scatterplots: A new approach to feature extraction for visual displays. - James C. Bezdek; Er-Woon Chiou (Comput. Vis. Graph. Image Process., 1988)

Heuristics for intermediate level road finding algorithms. - Sridhar Vasudevan; Robert L. Cannon; James C. Bezdek; William L. Cameron (Comput. Vis. Graph. Image Process., 1988)

Optimality tests for fixed points of the fuzzy c-means algorithm. - Taehwan Kim 008; James C. Bezdek; Richard J. Hathaway (Pattern Recognit., 1988)

Relational duals of the c-means clustering algorithms. - Richard J. Hathaway; John W. Davenport; James C. Bezdek (Pattern Recognit., 1989)

Pool2: a generic system for cognitive map development and decision analysis. - Wen-Ran Zhang; Su-Shing Chen; James C. Bezdek (IEEE Trans. Syst. Man Cybern., 1989)

Playmaker: a Knowledge-Based Approach to Characterizing hydrocarbon Plays. - Gautam Biswas; Xudong Yu; William J. Hagins; James C. Bezdek; John Strobel; Christopher G. St. C. Kendall; Robert L. Cannon (Int. J. Pattern Recognit. Artif. Intell., 1990)

Reply to "Comments on: optimality test for fixed points by Kim et al.". - Taehwan Kim 008; James C. Bezdek; Richard J. Hathaway (Pattern Recognit., 1990)

c-means clustering with the ll and l∞ norms. - Leon Bobrowski; James C. Bezdek (IEEE Trans. Syst. Man Cybern., 1991)

Computing with uncertainty. - James C. Bezdek (IEEE Commun. Mag., 1992)

On the relationship between neural networks, pattern recognition and intelligence. - James C. Bezdek (Int. J. Approx. Reason., 1992)

Uncertainty measures for evidential reasoning I: A review. - Nikhil R. Pal; James C. Bezdek; Rohan Hemasinha (Int. J. Approx. Reason., 1992)

Numerical convergence and interpretation of the fuzzy c-shells clustering algorithm. - James C. Bezdek; Richard J. Hathaway (IEEE Trans. Neural Networks, 1992)

A comparison of neural network and fuzzy clustering techniques in segmenting magnetic resonance images of the brain. - Lawrence O. Hall; Amine Bensaid; Laurence P. Clarke; Robert P. Velthuizen; Martin L. Silbiger; James C. Bezdek (IEEE Trans. Neural Networks, 1992)

Uncertainty measures for evidential reasoning II: A new measure of total uncertainty. - Nikhil R. Pal; James C. Bezdek; Rohan Hemasinha (Int. J. Approx. Reason., 1993)

A Review of Probabilistic, Fuzzy, and Neural Models for Pattern Recognition. - James C. Bezdek (J. Intell. Fuzzy Syst., 1993)

Fuzzy models - What are they, and why? [Editorial]. - James C. Bezdek (IEEE Trans. Fuzzy Syst., 1993)

Switching regression models and fuzzy clustering. - Richard J. Hathaway; James C. Bezdek (IEEE Trans. Fuzzy Syst., 1993)

Generalized clustering networks and Kohonen's self-organizing scheme. - Nikhil R. Pal; James C. Bezdek; Eric Chen-Kuo Tsao (IEEE Trans. Neural Networks, 1993)

Genetic Algorithm Guided Clustering. - James C. Bezdek; Srinivas Boggavarapu; Lawrence O. Hall; Amine Bensaid (International Conference on Evolutionary Computation, 1994)

Optimization of Fuzzy Clustering Criteria Using Genetic Algorithms. - James C. Bezdek; Richard J. Hathaway (International Conference on Evolutionary Computation, 1994)

An iterative procedure for minimizing a generalized sum-of-squared-errors clustering criterion. - Richard J. Hathaway; James C. Bezdek (Neural Parallel Sci. Comput., 1994)

Nerf c-means: Non-Euclidean relational fuzzy clustering. - Richard J. Hathaway; James C. Bezdek (Pattern Recognit., 1994)

Fuzzy Kohonen clustering networks. - Eric Chen-Kuo Tsao; James C. Bezdek; Nikhil R. Pal (Pattern Recognit., 1994)

The thirsty traveler visits Gamont: a rejoinder to "Comments on fuzzy sets-what are they and why?". - James C. Bezdek (IEEE Trans. Fuzzy Syst., 1994)

Measuring fuzzy uncertainty. - Nikhil R. Pal; James C. Bezdek (IEEE Trans. Fuzzy Syst., 1994)

Cluster Validation with Generalized Dunn's Indices. - James C. Bezdek; Nikhil R. Pal (ANNES, 1995)

A parametric heterogeneous fuzzy data model. - James C. Bezdek; Richard J. Hathaway; Witold Pedrycz (ICNN, 1995)

Shell-prototype clustering models. - James C. Bezdek; Richard J. Hathaway; Nikhil R. Pal (ICNN, 1995)

Hybrid modeling in pattern recognition and control. - James C. Bezdek (Knowl. Based Syst., 1995)

Two soft relatives of learning vector quantization. - James C. Bezdek; Nikhil R. Pal (Neural Networks, 1995)

Norm-induced shell-prototypes (NISP) clustering. - James C. Bezdek; Richard J. Hathaway; Nikhil R. Pal (Neural Parallel Sci. Comput., 1995)

An index of topological preservation for feature extraction. - James C. Bezdek; Nikhil R. Pal (Pattern Recognit., 1995)

Optimization of clustering criteria by reformulation. - Richard J. Hathaway; James C. Bezdek (IEEE Trans. Fuzzy Syst., 1995)

On cluster validity for the fuzzy c-means model. - Nikhil R. Pal; James C. Bezdek (IEEE Trans. Fuzzy Syst., 1995)

A note on self-organizing semantic maps. - James C. Bezdek; Nikhil R. Pal (IEEE Trans. Neural Networks, 1995)

Sequential Competitive Learning and the Fuzzy c-Means Clustering Algorithms. - Nikhil R. Pal; James C. Bezdek; Richard J. Hathaway (Neural Networks, 1996)

Partially supervised clustering for image segmentation. - Amine Bensaid; Lawrence O. Hall; James C. Bezdek; Laurence P. Clarke (Pattern Recognit., 1996)

On relational data versions of c-means algorithms. - Richard J. Hathaway; James C. Bezdek; John W. Davenport (Pattern Recognit. Lett., 1996)

Validity-guided (re)clustering with applications to image segmentation. - Amine Bensaid; Lawrence O. Hall; James C. Bezdek; Laurence P. Clarke; Martin L. Silbiger; John A. Arrington; F. Reed Murtagh (IEEE Trans. Fuzzy Syst., 1996)

A parametric model for fusing heterogeneous fuzzy data. - Richard J. Hathaway; James C. Bezdek; Witold Pedrycz (IEEE Trans. Fuzzy Syst., 1996)

Repairs to GLVQ: a new family of competitive learning schemes. - Nicolaos B. Karayiannis; James C. Bezdek; Nikhil R. Pal; Richard J. Hathaway; Pin-I Pai (IEEE Trans. Neural Networks, 1996)

Some issues in system identification using clustering. - Nikhil R. Pal; Kuhu Pal; James C. Bezdek; Thomas A. Runkler (ICNN, 1997)

The determinant of a fuzzy matrix with respect to t and co-t norms. - Rohan Hemasinha; Nikhil R. Pal; James C. Bezdek (Fuzzy Sets Syst., 1997)

A geometric approach to cluster validity for normal mixtures. - James C. Bezdek; Wanqing Li 001; Yianni Attikiouzel; Michael P. Windham (Soft Comput., 1997)

An integrated approach to fuzzy learning vector quantization and fuzzy c-means clustering. - Nicolaos B. Karayiannis; James C. Bezdek (IEEE Trans. Fuzzy Syst., 1997)

Correction to "On Cluster Validity for the Fuzzy c-Means Model" [Correspondence]. - Nikhil R. Pal; James C. Bezdek (IEEE Trans. Fuzzy Syst., 1997)

Semi-supervised Point Prototype Clustering. - Amine Bensaid; James C. Bezdek (Int. J. Pattern Recognit. Artif. Intell., 1998)

An Integrated Framework for Generalized Nearest Prototype Classifier Design. - Ludmila I. Kuncheva; James C. Bezdek (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1998)

A geometric approach to edge detection. - James C. Bezdek; Ramachandran Chandrasekhar; Yianni Attikouzel (IEEE Trans. Fuzzy Syst., 1998)

Two nonparametric models for fusing heterogeneous fuzzy data. - Witold Pedrycz; James C. Bezdek; Richard J. Hathaway; G. Wesley Rogers (IEEE Trans. Fuzzy Syst., 1998)

Some new indexes of cluster validity. - James C. Bezdek; Nikhil R. Pal (IEEE Trans. Syst. Man Cybern. Part B, 1998)

Multiple-prototype classifier design. - James C. Bezdek; Thomas Reichherzer; Sok Gek Lim; Yianni Attikiouzel (IEEE Trans. Syst. Man Cybern. Part C, 1998)

Nearest prototype classification: clustering, genetic algorithms, or random search? - Ludmila I. Kuncheva; James C. Bezdek (IEEE Trans. Syst. Man Cybern. Part C, 1998)

Function approximation with polynomial membership functions and alternating cluster estimation. - Thomas A. Runkler; James C. Bezdek (Fuzzy Sets Syst., 1999)

Clustering with a genetically optimized approach. - Lawrence O. Hall; Ibrahim Burak Özyurt; James C. Bezdek (IEEE Trans. Evol. Comput., 1999)

Will the real iris data please stand up? - James C. Bezdek; James M. Keller; Raghu Krishnapuram; Ludmila I. Kuncheva; Nikhil R. Pal (IEEE Trans. Fuzzy Syst., 1999)

Alternating cluster estimation: a new tool for clustering and function approximation. - Thomas A. Runkler; James C. Bezdek (IEEE Trans. Fuzzy Syst., 1999)

Presupervised and post-supervised prototype classifier design. - Ludmila I. Kuncheva; James C. Bezdek (IEEE Trans. Neural Networks, 1999)

Breast cancer detection using image processing techniques. - Tobias Christian Cahoon; Melanie A. Sutton; James C. Bezdek (FUZZ-IEEE, 2000)

Automatic keyword extraction with relational clustering and Levenshtein distances. - Thomas A. Runkler; James C. Bezdek (FUZZ-IEEE, 2000)

Some Notes on Twenty One (21) Nearest Prototype Classifiers. - James C. Bezdek; Ludmila Kuncheva (SSPR/SPR, 2000)

Generalized fuzzy c-means clustering strategies using Lp norm distances. - Richard J. Hathaway; James C. Bezdek; Yingkang Hu (IEEE Trans. Fuzzy Syst., 2000)

Nearest prototype classifier designs: An experimental study. - James C. Bezdek; Ludmila Kuncheva (Int. J. Intell. Syst., 2001)

Detecting mobile land targets in LADAR imagery with fuzzy algorithms. - David DeKruger; Jesse Hodge; James C. Bezdek; James M. Keller; Paul D. Gader (J. Intell. Fuzzy Syst., 2001)

Local convergence of tri-level alternating optimization. - Richard J. Hathaway; Yingkang Hu; James C. Bezdek (Neural Parallel Sci. Comput., 2001)

Decision templates for multiple classifier fusion: an experimental comparison. - Ludmila Kuncheva; James C. Bezdek; Robert P. W. Duin (Pattern Recognit., 2001)

A new approach to target recognition for LADAR data. - Nikhil R. Pal; Tobias C. Cahoon; James C. Bezdek; Kuhu Pal (IEEE Trans. Fuzzy Syst., 2001)

Fuzzy c-means clustering of incomplete data. - Richard J. Hathaway; James C. Bezdek (IEEE Trans. Syst. Man Cybern. Part B, 2001)

Dynamic image sequence analysis using fuzzy measures. - Zhi-Qiang Liu; Leonard T. Bruton; James C. Bezdek; James M. Keller; Sandy Dance; N. R. Bartley; Cishen Zhang (IEEE Trans. Syst. Man Cybern. Part B, 2001)

Should Tendency Assessment Precede Rule Extraction by Clustering? (No!). - James C. Bezdek; Nikhil R. Pal; Thomas A. Runkler; Kuhu Pal (Advances in Computational Intelligence and Learning, 2002)

Some Notes on Alternating Optimization. - James C. Bezdek; Richard J. Hathaway (AFSS, 2002)

Partitioning the Variables for Alternating Optimization of Real-Valued Scalar Fields. - James C. Bezdek; Richard J. Hathaway (PRIS, 2002)

Clustering incomplete relational data using the non-Euclidean relational fuzzy c-means algorithm. - Richard J. Hathaway; James C. Bezdek (Pattern Recognit. Lett., 2002)

Word recognition using fuzzy logic. - Richard Buse; Zhi-Qiang Liu; James C. Bezdek (IEEE Trans. Fuzzy Syst., 2002)

Complexity reduction for "large image" processing. - Nikhil R. Pal; James C. Bezdek (IEEE Trans. Syst. Man Cybern. Part B, 2002)

Visual cluster validity (VCV) displays for prototype generator clustering methods. - James C. Bezdek; Richard J. Hathaway (FUZZ-IEEE, 2003)

Web mining with relational clustering. - Thomas A. Runkler; James C. Bezdek (Int. J. Approx. Reason., 2003)

Convergence of Alternating Optimization. - James C. Bezdek; Richard J. Hathaway (Neural Parallel Sci. Comput., 2003)

Visual cluster validity for prototype generator clustering models. - Richard J. Hathaway; James C. Bezdek (Pattern Recognit. Lett., 2003)

Progressive sampling schemes for approximate clustering in very large data sets. - James C. Bezdek; Richard J. Hathaway (FUZZ-IEEE, 2004)

A new hybrid c-means clustering model. - Nikhil R. Pal; Kuhu Pal; James M. Keller; James C. Bezdek (FUZZ-IEEE, 2004)

Three Visual Cluster Validity Methods for Object and Relational Data. - James C. Bezdek (EUSFLAT Conf., 2005)

A Message from the Conference Organizers. - James C. Bezdek; Raghu Krishnapuram; N. Pa (FUZZ-IEEE, 2005)

Kernelized Non-Euclidean Relational Fuzzy c-Means Algorithm. - Richard J. Hathaway; Jacalyn M. Huband; James C. Bezdek (FUZZ-IEEE, 2005)

Relational mountain (density) clustering method and web log analysis. - Kuhu Pal; Nikhil R. Pal; James M. Keller; James C. Bezdek (Int. J. Intell. Syst., 2005)

Kernelized Non-Euclidean Relational c-Means Algorithms. - Richard J. Hathaway; James C. Bezdek; Jacalyn M. Huband (Neural Parallel Sci. Comput., 2005)

Gene Ontology-based Knowledge Discovery Through Fuzzy Cluster Analysis. - Nikhil R. Pal; James M. Keller; Mihail Popescu; James C. Bezdek; Joyce A. Mitchell; Jacalyn M. Huband (Neural Parallel Sci. Comput., 2005)

bigVAT: Visual assessment of cluster tendency for large data sets. - Jacalyn M. Huband; James C. Bezdek; Richard J. Hathaway (Pattern Recognit., 2005)

A Possibilistic Fuzzy c-Means Clustering Algorithm. - Nikhil R. Pal; Kuhu Pal; James M. Keller; James C. Bezdek (IEEE Trans. Fuzzy Syst., 2005)

Approximate data mining in very large relational data. - James C. Bezdek; Richard J. Hathaway; Christopher Leckie; Kotagiri Ramamohanarao (ADC, 2006)

Maximin Initialization for Cluster Analysis. - Richard J. Hathaway; James C. Bezdek; Jacalyn M. Huband (CIARP, 2006)

Extending fuzzy and probabilistic clustering to very large data sets. - Richard J. Hathaway; James C. Bezdek (Comput. Stat. Data Anal., 2006)

Approximate clustering in very large relational data. - James C. Bezdek; Richard J. Hathaway; Jacalyn M. Huband; Christopher Leckie; Kotagiri Ramamohanarao (Int. J. Intell. Syst., 2006)

Gene Ontology Similarity Measures Based on Linear Order Statistics. - James M. Keller; James C. Bezdek; Mihail Popescu; Nikhil R. Pal; Joyce A. Mitchell; Jacalyn M. Huband (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2006)

Scalable visual assessment of cluster tendency for large data sets. - Richard J. Hathaway; James C. Bezdek; Jacalyn M. Huband (Pattern Recognit., 2006)

Quarter Sphere Based Distributed Anomaly Detection in Wireless Sensor Networks. - Sutharshan Rajasegarar; Christopher Leckie; Marimuthu Palaniswami; James C. Bezdek (ICC, 2007)

Tensor Space Learning for Analyzing Activity Patterns from Video Sequences. - Liang Wang 001; Christopher Leckie; Xiaozhe Wang; Kotagiri Ramamohanarao; James C. Bezdek (ICDM Workshops, 2007)

Call for Fellows Nominations [Society Briefs]. - Jim Bezdek (IEEE Comput. Intell. Mag., 2007)

Visual Assessment of Clustering Tendency for Rectangular Dissimilarity Matrices. - James C. Bezdek; Richard J. Hathaway; Jacalyn M. Huband (IEEE Trans. Fuzzy Syst., 2007)

(Automatic) Cluster Count Extraction from Unlabeled Data Sets. - Isaac J. Sledge; Jacalyn M. Huband; James C. Bezdek (FSKD (1), 2008)

Ontological self-organizing maps for cluster visualization and functional summarization of gene products using Gene Ontology similarity measures. - Timothy C. Havens; James M. Keller; Mihail Popescu; James C. Bezdek (FUZZ-IEEE, 2008)

A new cluster validity measure for bioinformatics relational datasets. - Mihail Popescu; James C. Bezdek; James M. Keller; Timothy C. Havens; Jacalyn M. Huband (FUZZ-IEEE, 2008)

SpecVAT: Enhanced Visual Cluster Analysis. - Liang Wang 001; Xin Geng 001; James C. Bezdek; Christopher Leckie; Kotagiri Ramamohanarao (ICDM, 2008)

Dunn's cluster validity index as a contrast measure of VAT images. - Timothy C. Havens; James C. Bezdek; James M. Keller; Mihail Popescu (ICPR, 2008)

VCV2 - Visual Cluster Validity. - Jacalyn M. Huband; James C. Bezdek (WCCI, 2008)

IEEE Fellows-Class of 2008 [Society Briefs]. - James C. Bezdek (IEEE Comput. Intell. Mag., 2008)

Selective sampling for approximate clustering of very large data sets. - Liang Wang 001; James C. Bezdek; Christopher Leckie; Kotagiri Ramamohanarao (Int. J. Intell. Syst., 2008)

Adapting Spectral Co-clustering to Documents and Terms Using Latent Semantic Analysis. - Laurence Anthony F. Park; Christopher Leckie; Kotagiri Ramamohanarao; James C. Bezdek (Australasian Conference on Artificial Intelligence, 2009)

eCCV: A new fuzzy cluster validity measure for large relational bioinformatics datasets. - Mihail Popescu; James C. Bezdek; James M. Keller (FUZZ-IEEE, 2009)

Visualization of clusters in very large rectangular dissimilarity data. - Laurence Anthony F. Park; James C. Bezdek; Christopher Leckie (ICARA, 2009)

Approximate Spectral Clustering. - Liang Wang 001; Christopher Leckie; Kotagiri Ramamohanarao; James C. Bezdek (PAKDD, 2009)

Is VAT really single linkage in disguise? - Timothy C. Havens; James C. Bezdek; James M. Keller; Mihail Popescu; Jacalyn M. Huband (Ann. Math. Artif. Intell., 2009)

Clustering in ordered dissimilarity data. - Timothy C. Havens; James C. Bezdek; James M. Keller; Mihail Popescu (Int. J. Intell. Syst., 2009)

Finding the number of clusters in ordered dissimilarities. - Isaac J. Sledge; Timothy C. Havens; Jacalyn M. Huband; James C. Bezdek; James M. Keller (Soft Comput., 2009)

Automatically Determining the Number of Clusters in Unlabeled Data Sets. - Liang Wang 001; Christopher Leckie; Kotagiri Ramamohanarao; James C. Bezdek (IEEE Trans. Knowl. Data Eng., 2009)

Elliptical anomalies in wireless sensor networks. - Sutharshan Rajasegarar; James C. Bezdek; Christopher Leckie; Marimuthu Palaniswami (ACM Trans. Sens. Networks, 2009)

EP-based robust weighting scheme for fuzzy SVMs. - Shaoyi Zhang; Kotagiri Ramamohanarao; James C. Bezdek (ADC, 2010)

Clustering elliptical anomalies in sensor networks. - James C. Bezdek; Timothy C. Havens; James M. Keller; Christopher Leckie; Laurence Anthony F. Park (FUZZ-IEEE, 2010)

A relational dual of the fuzzy possibilistic c-means algorithm. - Isaac J. Sledge; James C. Bezdek; Timothy C. Havens; James M. Keller (FUZZ-IEEE, 2010)

A New Implementation of the co-VAT Algorithm for Visual Assessment of Clusters in Rectangular Relational Data. - Timothy C. Havens; James C. Bezdek; James M. Keller (ICAISC (1), 2010)

(Mostly) Fuzzy Clustering in Very Large Data Sets. - James C. Bezdek (IJCCI (ICFC-ICNC), 2010)

Incremental Kernel Fuzzy c-Means. - Timothy C. Havens; James C. Bezdek; Marimuthu Palaniswami (IJCCI (Selected Papers), 2010)

A Comparison of Five Fuzzy Rand Indices. - Derek T. Anderson; James C. Bezdek; James M. Keller; Mihail Popescu (IPMU (1), 2010)

iVAT and aVAT: Enhanced Visual Analysis for Cluster Tendency Assessment. - Liang Wang 001; Uyen T. V. Nguyen; James C. Bezdek; Christopher Leckie; Kotagiri Ramamohanarao (PAKDD (1), 2010)

Comparing Fuzzy, Probabilistic, and Possibilistic Partitions. - Derek T. Anderson; James C. Bezdek; Mihail Popescu; James M. Keller (IEEE Trans. Fuzzy Syst., 2010)

Relational Generalizations of Cluster Validity Indices. - Isaac J. Sledge; James C. Bezdek; Timothy C. Havens; James M. Keller (IEEE Trans. Fuzzy Syst., 2010)

Relational Duals of Cluster-Validity Functions for the c -Means Family. - Isaac J. Sledge; Timothy C. Havens; James C. Bezdek; James M. Keller (IEEE Trans. Fuzzy Syst., 2010)

Centered hyperspherical and hyperellipsoidal one-class support vector machines for anomaly detection in sensor networks. - Sutharshan Rajasegarar; Christopher Leckie; James C. Bezdek; Marimuthu Palaniswami (IEEE Trans. Inf. Forensics Secur., 2010)

Enhanced Visual Analysis for Cluster Tendency Assessment and Data Partitioning. - Liang Wang 001; Xin Geng 001; James C. Bezdek; Christopher Leckie; Kotagiri Ramamohanarao (IEEE Trans. Knowl. Data Eng., 2010)

Comparing soft clusters and partitions. - Derek T. Anderson; James M. Keller; Ozy Sjahputera; James C. Bezdek; Mihail Popescu (FUZZ-IEEE, 2011)

Incremental Elliptical Boundary Estimation for Anomaly Detection in Wireless Sensor Networks. - Masud Moshtaghi; Christopher Leckie; Shanika Karunasekera; James C. Bezdek; Sutharshan Rajasegarar; Marimuthu Palaniswami (ICDM, 2011)

Correlation cluster validity. - Mihail Popescu; James M. Keller; James C. Bezdek; Timothy C. Havens (SMC, 2011)

Anomaly Detection in Environmental Monitoring Networks [Application Notes]. - James C. Bezdek; Sutharshan Rajasegarar; Masud Moshtaghi; Christopher Leckie; Marimuthu Palaniswami; Timothy C. Havens (IEEE Comput. Intell. Mag., 2011)

Clustering ellipses for anomaly detection. - Masud Moshtaghi; Timothy C. Havens; James C. Bezdek; Laurence Anthony F. Park; Christopher Leckie; Sutharshan Rajasegarar; James M. Keller; Marimuthu Palaniswami (Pattern Recognit., 2011)

Approximate pairwise clustering for large data sets via sampling plus extension. - Liang Wang 001; Christopher Leckie; Kotagiri Ramamohanarao; James C. Bezdek (Pattern Recognit., 2011)

Fuzzy C-means cluster analysis. - James C. Bezdek (Scholarpedia, 2011)

Cluster validity for kernel fuzzy clustering. - Timothy C. Havens; James C. Bezdek; Marimuthu Palaniswami (FUZZ-IEEE, 2012)

Comparison of scalable fuzzy clustering methods. - Jonathon K. Parker; Lawrence O. Hall; James C. Bezdek (FUZZ-IEEE, 2012)

Generation of prototypes from sets of linguistic summaries. - Anna Wilbik; James M. Keller; James C. Bezdek (FUZZ-IEEE, 2012)

Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids. - Sutharshan Rajasegarar; James C. Bezdek; Masud Moshtaghi; Christopher Leckie; Timothy C. Havens; Marimuthu Palaniswami (IJCNN, 2012)

A new formulation of the coVAT algorithm for visual assessment of clustering tendency in rectangular data. - Timothy C. Havens; James C. Bezdek (Int. J. Intell. Syst., 2012)

Fuzzy c-Means Algorithms for Very Large Data. - Timothy C. Havens; James C. Bezdek; Christopher Leckie; Lawrence O. Hall; Marimuthu Palaniswami (IEEE Trans. Fuzzy Syst., 2012)

An Efficient Formulation of the Improved Visual Assessment of Cluster Tendency (iVAT) Algorithm. - Timothy C. Havens; James C. Bezdek (IEEE Trans. Knowl. Data Eng., 2012)

clusiVAT: A mixed visual/numerical clustering algorithm for big data. - Dheeraj Kumar; Marimuthu Palaniswami; Sutharshan Rajasegarar; Christopher Leckie; James C. Bezdek; Timothy C. Havens (IEEE BigData, 2013)

The Parable of Zoltan. - James C. Bezdek (On Fuzziness (1), 2013)

Clustering and visualization of fuzzy communities in social networks. - Timothy C. Havens; James C. Bezdek; Christopher Leckie; Jeffrey Chan; Wei Liu 007; James Bailey 001; Kotagiri Ramamohanarao; Marimuthu Palaniswami (FUZZ-IEEE, 2013)

Extension of iVAT to asymmetric matrices. - Timothy C. Havens; James C. Bezdek; Christopher Leckie; Marimuthu Palaniswami (FUZZ-IEEE, 2013)

Scalable single linkage hierarchical clustering for big data. - Timothy C. Havens; James C. Bezdek; Marimuthu Palaniswami (ISSNIP, 2013)

Topology Preserving Feature Extraction with Multiswarm Optimization. - Thomas A. Runkler; James C. Bezdek (SMC, 2013)

A Cluster Validity Framework Based on Induced Partition Dissimilarity. - Mihail Popescu; James C. Bezdek; Timothy C. Havens; James M. Keller (IEEE Trans. Cybern., 2013)

A Soft Modularity Function For Detecting Fuzzy Communities in Social Networks. - Timothy C. Havens; James C. Bezdek; Christopher Leckie; Kotagiri Ramamohanarao; Marimuthu Palaniswami (IEEE Trans. Fuzzy Syst., 2013)

Multidimensional scaling with multiswarming. - Thomas A. Runkler; James C. Bezdek (IEEE Congress on Evolutionary Computation, 2014)

Generalized information theoretic cluster validity indices for soft clusterings. - Yang Lei 003; James C. Bezdek; Jeffrey Chan; Xuan Vinh Nguyen; Simone Romano 003; James Bailey 001 (CIDM, 2014)

Improvements to the relational fuzzy c-means clustering algorithm. - Mohammed Khalilia; James C. Bezdek; Mihail Popescu; James M. Keller (Pattern Recognit., 2014)

Linguistic Prototypes for Data From Eldercare Residents. - Anna Wilbik; James M. Keller; James C. Bezdek (IEEE Trans. Fuzzy Syst., 2014)

High-Resolution Monitoring of Atmospheric Pollutants Using a System of Low-Cost Sensors. - Sutharshan Rajasegarar; Timothy C. Havens; Shanika Karunasekera; Christopher Leckie; James C. Bezdek; Milan Jamriska; Ajith Gunatilaka; Alex Skvortsov; Marimuthu Palaniswami (IEEE Trans. Geosci. Remote. Sens., 2014)

Streaming analysis in wireless sensor networks. - Masud Moshtaghi; James C. Bezdek; Timothy C. Havens; Christopher Leckie; Shanika Karunasekera; Sutharshan Rajasegarar; Marimuthu Palaniswami (Wirel. Commun. Mob. Comput., 2014)

The posterity of Zadeh's 50-year-old paper. - James C. Bezdek; Didier Dubois; Henri Prade (FUZZ-IEEE, 2015)

Random projections fuzzy c-means (RPFCM) for big data clustering. - Mihail Popescu; James Keller 001; James C. Bezdek; Alina Zare (FUZZ-IEEE, 2015)

Local outlier detection for data streams in sensor networks: Revisiting the utility problem invited paper. - Mahsa Salehi; Christopher Leckie; James C. Bezdek; Tharshan Vaithianathan (ISSNIP, 2015)

Evolving Fuzzy Rules for Anomaly Detection in Data Streams. - Masud Moshtaghi; James C. Bezdek; Christopher Leckie; Shanika Karunasekera; Marimuthu Palaniswami (IEEE Trans. Fuzzy Syst., 2015)

Smart Sampling: A Novel Unsupervised Boosting Approach for Outlier Detection. - Mahsa Salehi; Xuyun Zhang; James C. Bezdek; Christopher Leckie (Australasian Conference on Artificial Intelligence, 2016)

Quantitative and qualitative comparison of periodic sensor data. - Akshay Jain 004; James M. Keller; James C. Bezdek (BHI, 2016)

Random projection below the JL limit. - James C. Bezdek; Xiuyi Ye; Mihail Popescu; James Keller 001; Alina Zare (IJCNN, 2016)

Online Clustering of Multivariate Time-series. - Masud Moshtaghi; Christopher Leckie; James C. Bezdek (SDM, 2016)

A Hybrid Approach to Clustering in Big Data. - Dheeraj Kumar; James C. Bezdek; Marimuthu Palaniswami; Sutharshan Rajasegarar; Christopher Leckie; Timothy Craig Havens (IEEE Trans. Cybern., 2016)

The Generalized C Index for Internal Fuzzy Cluster Validity. - James C. Bezdek; Masud Moshtaghi; Thomas A. Runkler; Christopher Leckie (IEEE Trans. Fuzzy Syst., 2016)

Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data. - Dheeraj Kumar; James C. Bezdek; Sutharshan Rajasegarar; Marimuthu Palaniswami; Christopher Leckie; Jeffrey Chan; Jayavardhana Gubbi (ACM Trans. Knowl. Discov. Data, 2016)

Visual Assessment of Clustering Tendency for Incomplete Data. - Laurence Anthony F. Park; James C. Bezdek; Christopher Leckie; Kotagiri Ramamohanarao; James Bailey 001; Marimuthu Palaniswami (IEEE Trans. Knowl. Data Eng., 2016)

Fast Memory Efficient Local Outlier Detection in Data Streams. - Mahsa Salehi; Christopher Leckie; James C. Bezdek; Tharshan Vaithianathan; Xuyun Zhang (IEEE Trans. Knowl. Data Eng., 2016)

Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms. - Fateme Fahiman; James C. Bezdek; Sarah M. Erfani; Marimuthu Palaniswami; Christopher Leckie (FUZZ-IEEE, 2017)

Fast Memory Efficient Local Outlier Detection in Data Streams (Extended Abstract). - Mahsa Salehi; Christopher Leckie; James C. Bezdek; Tharshan Vaithianathan; Xuyun Zhang (ICDE, 2017)

An ensemble-based online learning algorithm for streaming data. - Tien Thanh Nguyen; Thi Thu Thuy Nguyen; Xuan Cuong Pham; Alan Wee-Chung Liew; James C. Bezdek (CoRR, 2017)

Exponentially Weighted Ellipsoidal Model for Anomaly Detection. - Masud Moshtaghi; Sarah M. Erfani; Christopher Leckie; James C. Bezdek (Int. J. Intell. Syst., 2017)

Ground truth bias in external cluster validity indices. - Yang Lei 003; James C. Bezdek; Simone Romano 003; Xuan Vinh Nguyen; Jeffrey Chan; James Bailey 001 (Pattern Recognit., 2017)

Extending Information-Theoretic Validity Indices for Fuzzy Clustering. - Yang Lei 003; James C. Bezdek; Jeffrey Chan; Xuan Vinh Nguyen; Simone Romano 003; James Bailey 001 (IEEE Trans. Fuzzy Syst., 2017)

A visual-numeric approach to clustering and anomaly detection for trajectory data. - Dheeraj Kumar; James C. Bezdek; Sutharshan Rajasegarar; Christopher Leckie; Marimuthu Palaniswami (Vis. Comput., 2017)

Analysis of Streaming Clustering Using an Incremental Validity Index. - Omar A. Ibrahim; James M. Keller; James C. Bezdek (FUZZ-IEEE, 2018)

Approximate Cluster Heat Maps of Large High-Dimensional Data. - Punit Rathore; James C. Bezdek; Dheeraj Kumar; Sutharshan Rajasegarar; Marimuthu Palaniswami (ICPR, 2018)

Urban Sensing for Anomalous Event Detection: - Distinguishing Between Legitimate Traffic Changes and Abnormal Traffic Variability. - Masoomeh Zameni; Mengyi He; Masud Moshtaghi; Zahra Ghafoori; Christopher Leckie; James C. Bezdek; Kotagiri Ramamohanarao (ECML/PKDD (3), 2018)

Estimating Generalized Dunn's Cluster Validity Indices for Big Data. - Punit Rathore; Zahra Ghafoori; James C. Bezdek; Marimuthu Palaniswami; Christopher Leckie (SMC, 2018)

Online Cluster Validity Indices for Streaming Data. - Masud Moshtaghi; James C. Bezdek; Sarah M. Erfani; Christopher Leckie; James Bailey 001 (CoRR, 2018)

Privacy-preserving collaborative fuzzy clustering. - Lingjuan Lyu; James C. Bezdek; Yee Wei Law; Xuanli He; Marimuthu Palaniswami (Data Knowl. Eng., 2018)

Dealing with Inliers in Feature Vector Data. - Dheeraj Kumar; Zahra Ghafoori; James C. Bezdek; Christopher Leckie; Kotagiri Ramamohanarao; Marimuthu Palaniswami (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2018)

Editorial Celebrating 25 Years of the IEEE Transactions on Fuzzy Systems. - James C. Bezdek; James M. Keller; Nikhil R. Pal; Chin-Teng Lin; Jonathan M. Garibaldi (IEEE Trans. Fuzzy Syst., 2018)

Ensemble Fuzzy Clustering Using Cumulative Aggregation on Random Projections. - Punit Rathore; James C. Bezdek; Sarah M. Erfani; Sutharshan Rajasegarar; Marimuthu Palaniswami (IEEE Trans. Fuzzy Syst., 2018)

Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines. - Zahra Ghafoori; Sarah M. Erfani; Sutharshan Rajasegarar; James C. Bezdek; Shanika Karunasekera; Christopher Leckie (IEEE Trans. Neural Networks Learn. Syst., 2018)

Seeding on Samples for Accelerating K-Means Clustering. - Jia Shun Low; Zahra Ghafoori; James C. Bezdek; Christopher Leckie (BDIOT, 2019)

Optimizing the C Index Using a Canonical Genetic Algorithm. - Thomas A. Runkler; James C. Bezdek (EvoApplications, 2019)

Unsupervised and Active Learning Using Maximin-Based Anomaly Detection. - Zahra Ghafoori; James C. Bezdek; Christopher Leckie; Shanika Karunasekera (ECML/PKDD (1), 2019)

Experiments with Dissimilarity Measures for Clustering Waveform Data from Wearable Sensors. - Shreyasi Datta; James C. Bezdek; Marimuthu Palaniswami (SSCI, 2019)

Fuzzy Clustering: A Historical Perspective. - Enrique H. Ruspini; James C. Bezdek; James M. Keller (IEEE Comput. Intell. Mag., 2019)

Online cluster validity indices for performance monitoring of streaming data clustering. - Masud Moshtaghi; James C. Bezdek; Sarah M. Erfani; Christopher Leckie; James Bailey 001 (Int. J. Intell. Syst., 2019)

A weighted multiple classifier framework based on random projection. - Tien Thanh Nguyen; Manh Truong Dang; Alan Wee-Chung Liew; James C. Bezdek (Inf. Sci., 2019)

Approximating Dunn's Cluster Validity Indices for Partitions of Big Data. - Punit Rathore; Zahra Ghafoori; James C. Bezdek; Marimuthu Palaniswami; Christopher Leckie (IEEE Trans. Cybern., 2019)

Fog-Embedded Deep Learning for the Internet of Things. - Lingjuan Lyu; James C. Bezdek; Xuanli He; Jiong Jin (IEEE Trans. Ind. Informatics, 2019)

A Scalable Framework for Trajectory Prediction. - Punit Rathore; Dheeraj Kumar; Sutharshan Rajasegarar; Marimuthu Palaniswami; James C. Bezdek (IEEE Trans. Intell. Transp. Syst., 2019)

A Rapid Hybrid Clustering Algorithm for Large Volumes of High Dimensional Data. - Punit Rathore; Dheeraj Kumar; James C. Bezdek; Sutharshan Rajasegarar; Marimuthu Palaniswami (IEEE Trans. Knowl. Data Eng., 2019)

Experiments with Maximin Sampling. - Omar A. Ibrahim; James Keller 001; James C. Bezdek; Mihail Popescu (FUZZ-IEEE, 2020)

Clustering tendency assessment for datasets having inter-cluster density variations. - Dheeraj Kumar; James C. Bezdek (SPCOM, 2020)

Obituary for Enrique H. Ruspini [In Memoriam]. - Bernadette Bouchon-Meunier; Piero P. Bonissone; Jim Bezdek (IEEE Comput. Intell. Mag., 2020)

ConiVAT: Cluster Tendency Assessment and Clustering with Partial Background Knowledge. - Punit Rathore; James C. Bezdek; Paolo Santi; Carlo Ratti (CoRR, 2020)

FORESEEN: Towards Differentially Private Deep Inference for Intelligent Internet of Things. - Lingjuan Lyu; James C. Bezdek; Jiong Jin; Yang Yang 001 (IEEE J. Sel. Areas Commun., 2020)

LN-SNE: Log-Normal Distributed Stochastic Neighbor Embedding for Anomaly Detection. - Zahra Ghafoori; Sarah M. Erfani; James C. Bezdek; Shanika Karunasekera; Christopher Leckie (IEEE Trans. Knowl. Data Eng., 2020)

Visual Structural Assessment and Anomaly Detection for High-Velocity Data Streams. - Punit Rathore; Dheeraj Kumar; James C. Bezdek; Sutharshan Rajasegarar; Marimuthu Palaniswami (IEEE Trans. Cybern., 2021)

Evaluating Evolving Structure in Streaming Data With Modified Dunn's Indices. - Omar A. Ibrahim; James M. Keller; James C. Bezdek (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

Streaming Data Analysis: Clustering or Classification? - James C. Bezdek; James M. Keller (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Fast Cluster Tendency Assessment for Big, High-Dimensional Data. - Punit Rathore; James C. Bezdek; Marimuthu Palaniswami (Fuzzy Approaches for Soft Computing and Approximate Reasoning, 2021)

Shape-Sphere: A metric space for analysing time series by their shape. - Yousef Kowsar; Masud Moshtaghi; Eduardo Velloso; James C. Bezdek; Lars Kulik; Christopher Leckie (Inf. Sci., 2022)

StreamSoNG: A Soft Streaming Classification Approach. - Wenlong Wu; James M. Keller; Jeffrey Dale; James C. Bezdek (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

Generalized Deep Embedded Fuzzy C-Means for Clustering High-Dimensional Data. - Omar A. Ibrahim; Jianxi Wang; Marek Z. Reformat; Petr Musilek; James C. Bezdek (FUZZ, 2024)