James C. Bezdek

236 papers A* 3A 1B 33C 5Misc 2Journal 153Unranked 37
YearRankTypeTitle / Venue / Authors
2026 J jnl
Geometric foundations of possibilistic clustering: A hard possibilistic clustering algorithm.
Fuzzy Sets Syst.
James C. Bezdek, Thomas A. Runkler
2024 — conf
Generalized Deep Embedded Fuzzy C-Means for Clustering High-Dimensional Data.
FUZZ
Omar A. Ibrahim, Jianxi Wang, Marek Z. Reformat, Petr Musilek, James C. Bezdek
2022 J jnl
Shape-Sphere: A metric space for analysing time series by their shape.
Inf. Sci.
Yousef Kowsar, Masud Moshtaghi, Eduardo Velloso, James C. Bezdek, Lars Kulik, Christopher Leckie
2022 J jnl
StreamSoNG: A Soft Streaming Classification Approach.
IEEE Trans. Emerg. Top. Comput. Intell.
Wenlong Wu, James M. Keller, Jeffrey Dale, James C. Bezdek
2021 J jnl
Evaluating Evolving Structure in Streaming Data With Modified Dunn's Indices.
IEEE Trans. Emerg. Top. Comput. Intell.
Omar A. Ibrahim, James M. Keller, James C. Bezdek
2021 — ch.
Fast Cluster Tendency Assessment for Big, High-Dimensional Data.
Fuzzy Approaches for Soft Computing and Approximate Reasoning
Punit Rathore, James C. Bezdek, Marimuthu Palaniswami
2021 J jnl
Streaming Data Analysis: Clustering or Classification?
IEEE Trans. Syst. Man Cybern. Syst.
James C. Bezdek, James M. Keller
2021 J jnl
Visual Structural Assessment and Anomaly Detection for High-Velocity Data Streams.
IEEE Trans. Cybern.
Punit Rathore, Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami
2020 — conf
Clustering tendency assessment for datasets having inter-cluster density variations.
SPCOM
Dheeraj Kumar, James C. Bezdek
2020 J jnl
ConiVAT: Cluster Tendency Assessment and Clustering with Partial Background Knowledge.
CoRR
Punit Rathore, James C. Bezdek, Paolo Santi, Carlo Ratti
2020 B conf
Experiments with Maximin Sampling.
FUZZ-IEEE
Omar A. Ibrahim, James Keller, James C. Bezdek, Mihail Popescu
2020 J jnl
FORESEEN: Towards Differentially Private Deep Inference for Intelligent Internet of Things.
IEEE J. Sel. Areas Commun.
Lingjuan Lyu, James C. Bezdek, Jiong Jin, Yang Yang
2020 J jnl
LN-SNE: Log-Normal Distributed Stochastic Neighbor Embedding for Anomaly Detection.
IEEE Trans. Knowl. Data Eng.
Zahra Ghafoori, Sarah M. Erfani, James C. Bezdek, Shanika Karunasekera, Christopher Leckie
2020 J jnl
StreamSoNG: A Soft Streaming Classification Approach.
CoRR
Wenlong Wu, James M. Keller, Jeffrey Dale, James C. Bezdek
2019 J jnl
A Rapid Hybrid Clustering Algorithm for Large Volumes of High Dimensional Data.
IEEE Trans. Knowl. Data Eng.
Punit Rathore, Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami
2019 J jnl
A Scalable Framework for Trajectory Prediction.
IEEE Trans. Intell. Transp. Syst.
Punit Rathore, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami, James C. Bezdek
2019 J jnl
A weighted multiple classifier framework based on random projection.
Inf. Sci.
Tien Thanh Nguyen, Manh Truong Dang, Alan Wee-Chung Liew, James C. Bezdek
2019 J jnl
Approximating Dunn's Cluster Validity Indices for Partitions of Big Data.
IEEE Trans. Cybern.
Punit Rathore, Zahra Ghafoori, James C. Bezdek, Marimuthu Palaniswami, Christopher Leckie
2019 — conf
Experiments with Dissimilarity Measures for Clustering Waveform Data from Wearable Sensors.
SSCI
Shreyasi Datta, James C. Bezdek, Marimuthu Palaniswami
2019 J jnl
Fog-Embedded Deep Learning for the Internet of Things.
IEEE Trans. Ind. Informatics
Lingjuan Lyu, James C. Bezdek, Xuanli He, Jiong Jin
2019 J jnl
Fuzzy Clustering: A Historical Perspective.
IEEE Comput. Intell. Mag.
Enrique H. Ruspini, James C. Bezdek, James M. Keller
2019 J jnl
Online cluster validity indices for performance monitoring of streaming data clustering.
Int. J. Intell. Syst.
Masud Moshtaghi, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, James Bailey
2019 B conf
Optimizing the C Index Using a Canonical Genetic Algorithm.
EvoApplications
Thomas A. Runkler, James C. Bezdek
2019 — conf
Seeding on Samples for Accelerating K-Means Clustering.
BDIOT
Jia Shun Low, Zahra Ghafoori, James C. Bezdek, Christopher Leckie
2019 — conf
Unsupervised and Active Learning Using Maximin-Based Anomaly Detection.
ECML/PKDD (1)
Zahra Ghafoori, James C. Bezdek, Christopher Leckie, Shanika Karunasekera
2018 J jnl
A Scalable Framework for Trajectory Prediction.
CoRR
Punit Rathore, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami, James C. Bezdek
2018 B conf
Analysis of Streaming Clustering Using an Incremental Validity Index.
FUZZ-IEEE
Omar A. Ibrahim, James M. Keller, James C. Bezdek
2018 B conf
Approximate Cluster Heat Maps of Large High-Dimensional Data.
ICPR
Punit Rathore, James C. Bezdek, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami
2018 J jnl
Dealing with Inliers in Feature Vector Data.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Dheeraj Kumar, Zahra Ghafoori, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao, Marimuthu Palaniswami
2018 J jnl
Editorial Celebrating 25 Years of the IEEE Transactions on Fuzzy Systems.
IEEE Trans. Fuzzy Syst.
James C. Bezdek, James M. Keller, Nikhil R. Pal, Chin-Teng Lin, Jonathan M. Garibaldi
2018 J jnl
Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines.
IEEE Trans. Neural Networks Learn. Syst.
Zahra Ghafoori, Sarah M. Erfani, Sutharshan Rajasegarar, James C. Bezdek, Shanika Karunasekera, Christopher Leckie
2018 J jnl
Ensemble Fuzzy Clustering Using Cumulative Aggregation on Random Projections.
IEEE Trans. Fuzzy Syst.
Punit Rathore, James C. Bezdek, Sarah M. Erfani, Sutharshan Rajasegarar, Marimuthu Palaniswami
2018 B conf
Estimating Generalized Dunn's Cluster Validity Indices for Big Data.
SMC
Punit Rathore, Zahra Ghafoori, James C. Bezdek, Marimuthu Palaniswami, Christopher Leckie
2018 J jnl
Online Cluster Validity Indices for Streaming Data.
CoRR
Masud Moshtaghi, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, James Bailey
2018 J jnl
Privacy-preserving collaborative fuzzy clustering.
Data Knowl. Eng.
Lingjuan Lyu, James C. Bezdek, Yee Wei Law, Xuanli He, Marimuthu Palaniswami
2018 — conf
Urban Sensing for Anomalous Event Detection: - Distinguishing Between Legitimate Traffic Changes and Abnormal Traffic Variability.
ECML/PKDD (3)
Masoomeh Zameni, Mengyi He, Masud Moshtaghi, Zahra Ghafoori, Christopher Leckie, James C. Bezdek, Kotagiri Ramamohanarao
2017 J jnl
A visual-numeric approach to clustering and anomaly detection for trajectory data.
Vis. Comput.
Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami
2017 J jnl
An ensemble-based online learning algorithm for streaming data.
CoRR
Tien Thanh Nguyen, Thi Thu Thuy Nguyen, Xuan Cuong Pham, Alan Wee-Chung Liew, James C. Bezdek
2017 J jnl
Exponentially Weighted Ellipsoidal Model for Anomaly Detection.
Int. J. Intell. Syst.
Masud Moshtaghi, Sarah M. Erfani, Christopher Leckie, James C. Bezdek
2017 J jnl
Extending Information-Theoretic Validity Indices for Fuzzy Clustering.
IEEE Trans. Fuzzy Syst.
Yang Lei, James C. Bezdek, Jeffrey Chan, Xuan Vinh Nguyen, Simone Romano, James Bailey
2017 A* conf
Fast Memory Efficient Local Outlier Detection in Data Streams (Extended Abstract).
ICDE
Mahsa Salehi, Christopher Leckie, James C. Bezdek, Tharshan Vaithianathan, Xuyun Zhang
2017 B conf
Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms.
FUZZ-IEEE
Fateme Fahiman, James C. Bezdek, Sarah M. Erfani, Marimuthu Palaniswami, Christopher Leckie
2017 J jnl
Ground truth bias in external cluster validity indices.
Pattern Recognit.
Yang Lei, James C. Bezdek, Simone Romano, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
2016 J jnl
A Hybrid Approach to Clustering in Big Data.
IEEE Trans. Cybern.
Dheeraj Kumar, James C. Bezdek, Marimuthu Palaniswami, Sutharshan Rajasegarar, Christopher Leckie, Timothy Craig Havens
2016 J jnl
Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data.
ACM Trans. Knowl. Discov. Data
Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami, Christopher Leckie, Jeffrey Chan, Jayavardhana Gubbi
2016 J jnl
Fast Memory Efficient Local Outlier Detection in Data Streams.
IEEE Trans. Knowl. Data Eng.
Mahsa Salehi, Christopher Leckie, James C. Bezdek, Tharshan Vaithianathan, Xuyun Zhang
2016 J jnl
Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms.
CoRR
Fateme Fahiman, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, Marimuthu Palaniswami
2016 J jnl
Ground Truth Bias in External Cluster Validity Indices.
CoRR
Yang Lei, James C. Bezdek, Simone Romano, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
2016 A conf
Online Clustering of Multivariate Time-series.
SDM
Masud Moshtaghi, Christopher Leckie, James C. Bezdek
2016 — conf
Quantitative and qualitative comparison of periodic sensor data.
BHI
Akshay Jain, James M. Keller, James C. Bezdek
2016 B conf
Random projection below the JL limit.
IJCNN
James C. Bezdek, Xiuyi Ye, Mihail Popescu, James Keller, Alina Zare
2016 — conf
Smart Sampling: A Novel Unsupervised Boosting Approach for Outlier Detection.
Australasian Conference on Artificial Intelligence
Mahsa Salehi, Xuyun Zhang, James C. Bezdek, Christopher Leckie
2016 J jnl
The Generalized C Index for Internal Fuzzy Cluster Validity.
IEEE Trans. Fuzzy Syst.
James C. Bezdek, Masud Moshtaghi, Thomas A. Runkler, Christopher Leckie
2016 J jnl
Visual Assessment of Clustering Tendency for Incomplete Data.
IEEE Trans. Knowl. Data Eng.
Laurence Anthony F. Park, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao, James Bailey, Marimuthu Palaniswami
2015 J jnl
Evolving Fuzzy Rules for Anomaly Detection in Data Streams.
IEEE Trans. Fuzzy Syst.
Masud Moshtaghi, James C. Bezdek, Christopher Leckie, Shanika Karunasekera, Marimuthu Palaniswami
2015 — conf
Local outlier detection for data streams in sensor networks: Revisiting the utility problem invited paper.
ISSNIP
Mahsa Salehi, Christopher Leckie, James C. Bezdek, Tharshan Vaithianathan
2015 B conf
Random projections fuzzy c-means (RPFCM) for big data clustering.
FUZZ-IEEE
Mihail Popescu, James Keller, James C. Bezdek, Alina Zare
2015 B conf
The posterity of Zadeh's 50-year-old paper.
FUZZ-IEEE
James C. Bezdek, Didier Dubois, Henri Prade
2014 C conf
Generalized information theoretic cluster validity indices for soft clusterings.
CIDM
Yang Lei, James C. Bezdek, Jeffrey Chan, Xuan Vinh Nguyen, Simone Romano, James Bailey
2014 J jnl
High-Resolution Monitoring of Atmospheric Pollutants Using a System of Low-Cost Sensors.
IEEE Trans. Geosci. Remote. Sens.
Sutharshan Rajasegarar, Timothy C. Havens, Shanika Karunasekera, Christopher Leckie, James C. Bezdek, Milan Jamriska, Ajith Gunatilaka, Alex Skvortsov, Marimuthu Palaniswami
2014 J jnl
Improvements to the relational fuzzy c-means clustering algorithm.
Pattern Recognit.
Mohammed Khalilia, James C. Bezdek, Mihail Popescu, James M. Keller
2014 J jnl
Linguistic Prototypes for Data From Eldercare Residents.
IEEE Trans. Fuzzy Syst.
Anna Wilbik, James M. Keller, James C. Bezdek
2014 B conf
Multidimensional scaling with multiswarming.
IEEE Congress on Evolutionary Computation
Thomas A. Runkler, James C. Bezdek
2014 J jnl
Streaming analysis in wireless sensor networks.
Wirel. Commun. Mob. Comput.
Masud Moshtaghi, James C. Bezdek, Timothy C. Havens, Christopher Leckie, Shanika Karunasekera, Sutharshan Rajasegarar, Marimuthu Palaniswami
2013 J jnl
A Cluster Validity Framework Based on Induced Partition Dissimilarity.
IEEE Trans. Cybern.
Mihail Popescu, James C. Bezdek, Timothy C. Havens, James M. Keller
2013 J jnl
A Soft Modularity Function For Detecting Fuzzy Communities in Social Networks.
IEEE Trans. Fuzzy Syst.
Timothy C. Havens, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao, Marimuthu Palaniswami
2013 B conf
Clustering and visualization of fuzzy communities in social networks.
FUZZ-IEEE
Timothy C. Havens, James C. Bezdek, Christopher Leckie, Jeffrey Chan, Wei Liu, James Bailey, Kotagiri Ramamohanarao, Marimuthu Palaniswami
2013 B conf
Extension of iVAT to asymmetric matrices.
FUZZ-IEEE
Timothy C. Havens, James C. Bezdek, Christopher Leckie, Marimuthu Palaniswami
2013 — conf
Scalable single linkage hierarchical clustering for big data.
ISSNIP
Timothy C. Havens, James C. Bezdek, Marimuthu Palaniswami
2013 — conf
The Parable of Zoltan.
On Fuzziness (1)
James C. Bezdek
2013 B conf
Topology Preserving Feature Extraction with Multiswarm Optimization.
SMC
Thomas A. Runkler, James C. Bezdek
2013 — conf
clusiVAT: A mixed visual/numerical clustering algorithm for big data.
IEEE BigData
Dheeraj Kumar, Marimuthu Palaniswami, Sutharshan Rajasegarar, Christopher Leckie, James C. Bezdek, Timothy C. Havens
2012 J jnl
A new formulation of the coVAT algorithm for visual assessment of clustering tendency in rectangular data.
Int. J. Intell. Syst.
Timothy C. Havens, James C. Bezdek
2012 J jnl
An Efficient Formulation of the Improved Visual Assessment of Cluster Tendency (iVAT) Algorithm.
IEEE Trans. Knowl. Data Eng.
Timothy C. Havens, James C. Bezdek
2012 B conf
Cluster validity for kernel fuzzy clustering.
FUZZ-IEEE
Timothy C. Havens, James C. Bezdek, Marimuthu Palaniswami
2012 B conf
Comparison of scalable fuzzy clustering methods.
FUZZ-IEEE
Jonathon K. Parker, Lawrence O. Hall, James C. Bezdek
2012 J jnl
Fuzzy c-Means Algorithms for Very Large Data.
IEEE Trans. Fuzzy Syst.
Timothy C. Havens, James C. Bezdek, Christopher Leckie, Lawrence O. Hall, Marimuthu Palaniswami
2012 B conf
Generation of prototypes from sets of linguistic summaries.
FUZZ-IEEE
Anna Wilbik, James M. Keller, James C. Bezdek
2012 B conf
Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids.
IJCNN
Sutharshan Rajasegarar, James C. Bezdek, Masud Moshtaghi, Christopher Leckie, Timothy C. Havens, Marimuthu Palaniswami
2011 J jnl
Anomaly Detection in Environmental Monitoring Networks [Application Notes].
IEEE Comput. Intell. Mag.
James C. Bezdek, Sutharshan Rajasegarar, Masud Moshtaghi, Christopher Leckie, Marimuthu Palaniswami, Timothy C. Havens
2011 J jnl
Approximate pairwise clustering for large data sets via sampling plus extension.
Pattern Recognit.
Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek
2011 J jnl
Clustering ellipses for anomaly detection.
Pattern Recognit.
Masud Moshtaghi, Timothy C. Havens, James C. Bezdek, Laurence Anthony F. Park, Christopher Leckie, Sutharshan Rajasegarar, James M. Keller, Marimuthu Palaniswami
2011 B conf
Comparing soft clusters and partitions.
FUZZ-IEEE
Derek T. Anderson, James M. Keller, Ozy Sjahputera, James C. Bezdek, Mihail Popescu
2011 B conf
Correlation cluster validity.
SMC
Mihail Popescu, James M. Keller, James C. Bezdek, Timothy C. Havens
2011 J jnl
Fuzzy C-means cluster analysis.
Scholarpedia
James C. Bezdek
2011 A* conf
Incremental Elliptical Boundary Estimation for Anomaly Detection in Wireless Sensor Networks.
ICDM
Masud Moshtaghi, Christopher Leckie, Shanika Karunasekera, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami
2010 — conf
(Mostly) Fuzzy Clustering in Very Large Data Sets.
IJCCI (ICFC-ICNC)
James C. Bezdek
2010 — conf
A Comparison of Five Fuzzy Rand Indices.
IPMU (1)
Derek T. Anderson, James C. Bezdek, James M. Keller, Mihail Popescu
2010 — conf
A New Implementation of the co-VAT Algorithm for Visual Assessment of Clusters in Rectangular Relational Data.
ICAISC (1)
Timothy C. Havens, James C. Bezdek, James M. Keller
2010 B conf
A relational dual of the fuzzy possibilistic c-means algorithm.
FUZZ-IEEE
Isaac J. Sledge, James C. Bezdek, Timothy C. Havens, James M. Keller
2010 J jnl
Centered hyperspherical and hyperellipsoidal one-class support vector machines for anomaly detection in sensor networks.
IEEE Trans. Inf. Forensics Secur.
Sutharshan Rajasegarar, Christopher Leckie, James C. Bezdek, Marimuthu Palaniswami
2010 B conf
Clustering elliptical anomalies in sensor networks.
FUZZ-IEEE
James C. Bezdek, Timothy C. Havens, James M. Keller, Christopher Leckie, Laurence Anthony F. Park
2010 J jnl
Comparing Fuzzy, Probabilistic, and Possibilistic Partitions.
IEEE Trans. Fuzzy Syst.
Derek T. Anderson, James C. Bezdek, Mihail Popescu, James M. Keller
2010 Misc conf
EP-based robust weighting scheme for fuzzy SVMs.
ADC
Shaoyi Zhang, Kotagiri Ramamohanarao, James C. Bezdek
2010 J jnl
Enhanced Visual Analysis for Cluster Tendency Assessment and Data Partitioning.
IEEE Trans. Knowl. Data Eng.
Liang Wang, Xin Geng, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao
2010 — conf
Incremental Kernel Fuzzy c-Means.
IJCCI (Selected Papers)
Timothy C. Havens, James C. Bezdek, Marimuthu Palaniswami
2010 J jnl
Relational Duals of Cluster-Validity Functions for the c -Means Family.
IEEE Trans. Fuzzy Syst.
Isaac J. Sledge, Timothy C. Havens, James C. Bezdek, James M. Keller
2010 J jnl
Relational Generalizations of Cluster Validity Indices.
IEEE Trans. Fuzzy Syst.
Isaac J. Sledge, James C. Bezdek, Timothy C. Havens, James M. Keller
2010 — conf
iVAT and aVAT: Enhanced Visual Analysis for Cluster Tendency Assessment.
PAKDD (1)
Liang Wang, Uyen T. V. Nguyen, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao
2009 — conf
Adapting Spectral Co-clustering to Documents and Terms Using Latent Semantic Analysis.
Australasian Conference on Artificial Intelligence
Laurence Anthony F. Park, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek
2009 B conf
Approximate Spectral Clustering.
PAKDD
Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek
2009 J jnl
Automatically Determining the Number of Clusters in Unlabeled Data Sets.
IEEE Trans. Knowl. Data Eng.
Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek
2009 J jnl
Clustering in ordered dissimilarity data.
Int. J. Intell. Syst.
Timothy C. Havens, James C. Bezdek, James M. Keller, Mihail Popescu
2009 J jnl
Elliptical anomalies in wireless sensor networks.
ACM Trans. Sens. Networks
Sutharshan Rajasegarar, James C. Bezdek, Christopher Leckie, Marimuthu Palaniswami
2009 J jnl
Finding the number of clusters in ordered dissimilarities.
Soft Comput.
Isaac J. Sledge, Timothy C. Havens, Jacalyn M. Huband, James C. Bezdek, James M. Keller
2009 J jnl
Is VAT really single linkage in disguise?
Ann. Math. Artif. Intell.
Timothy C. Havens, James C. Bezdek, James M. Keller, Mihail Popescu, Jacalyn M. Huband
2009 — conf
Visualization of clusters in very large rectangular dissimilarity data.
ICARA
Laurence Anthony F. Park, James C. Bezdek, Christopher Leckie
2009 B conf
eCCV: A new fuzzy cluster validity measure for large relational bioinformatics datasets.
FUZZ-IEEE
Mihail Popescu, James C. Bezdek, James M. Keller
2008 — conf
(Automatic) Cluster Count Extraction from Unlabeled Data Sets.
FSKD (1)
Isaac J. Sledge, Jacalyn M. Huband, James C. Bezdek
2008 B conf
A new cluster validity measure for bioinformatics relational datasets.
FUZZ-IEEE
Mihail Popescu, James C. Bezdek, James M. Keller, Timothy C. Havens, Jacalyn M. Huband
2008 B conf
Dunn's cluster validity index as a contrast measure of VAT images.
ICPR
Timothy C. Havens, James C. Bezdek, James M. Keller, Mihail Popescu
2008 J jnl
IEEE Fellows-Class of 2008 [Society Briefs].
IEEE Comput. Intell. Mag.
James C. Bezdek
2008 B conf
Ontological self-organizing maps for cluster visualization and functional summarization of gene products using Gene Ontology similarity measures.
FUZZ-IEEE
Timothy C. Havens, James M. Keller, Mihail Popescu, James C. Bezdek
2008 J jnl
Selective sampling for approximate clustering of very large data sets.
Int. J. Intell. Syst.
Liang Wang, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao
2008 A* conf
SpecVAT: Enhanced Visual Cluster Analysis.
ICDM
Liang Wang, Xin Geng, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao
2008 — conf
VCV2 - Visual Cluster Validity.
WCCI
Jacalyn M. Huband, James C. Bezdek
2007 — conf
Quarter Sphere Based Distributed Anomaly Detection in Wireless Sensor Networks.
ICC
Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami, James C. Bezdek
2007 — conf
Tensor Space Learning for Analyzing Activity Patterns from Video Sequences.
ICDM Workshops
Liang Wang, Christopher Leckie, Xiaozhe Wang, Kotagiri Ramamohanarao, James C. Bezdek
2007 J jnl
Visual Assessment of Clustering Tendency for Rectangular Dissimilarity Matrices.
IEEE Trans. Fuzzy Syst.
James C. Bezdek, Richard J. Hathaway, Jacalyn M. Huband
2006 J jnl
Approximate clustering in very large relational data.
Int. J. Intell. Syst.
James C. Bezdek, Richard J. Hathaway, Jacalyn M. Huband, Christopher Leckie, Kotagiri Ramamohanarao
2006 Misc conf
Approximate data mining in very large relational data.
ADC
James C. Bezdek, Richard J. Hathaway, Christopher Leckie, Kotagiri Ramamohanarao
2006 J jnl
Extending fuzzy and probabilistic clustering to very large data sets.
Comput. Stat. Data Anal.
Richard J. Hathaway, James C. Bezdek
2006 J jnl
Gene Ontology Similarity Measures Based on Linear Order Statistics.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
James M. Keller, James C. Bezdek, Mihail Popescu, Nikhil R. Pal, Joyce A. Mitchell, Jacalyn M. Huband
2006 C conf
Maximin Initialization for Cluster Analysis.
CIARP
Richard J. Hathaway, James C. Bezdek, Jacalyn M. Huband
2006 J jnl
Scalable visual assessment of cluster tendency for large data sets.
Pattern Recognit.
Richard J. Hathaway, James C. Bezdek, Jacalyn M. Huband
2005 B conf
A Message from the Conference Organizers.
FUZZ-IEEE
James C. Bezdek, Raghu Krishnapuram, N. Pa
2005 J jnl
A Possibilistic Fuzzy c-Means Clustering Algorithm.
IEEE Trans. Fuzzy Syst.
Nikhil R. Pal, Kuhu Pal, James M. Keller, James C. Bezdek
2005 J jnl
Gene Ontology-based Knowledge Discovery Through Fuzzy Cluster Analysis.
Neural Parallel Sci. Comput.
Nikhil R. Pal, James M. Keller, Mihail Popescu, James C. Bezdek, Joyce A. Mitchell, Jacalyn M. Huband
2005 B conf
Kernelized Non-Euclidean Relational Fuzzy c-Means Algorithm.
FUZZ-IEEE
Richard J. Hathaway, Jacalyn M. Huband, James C. Bezdek
2005 J jnl
Kernelized Non-Euclidean Relational c-Means Algorithms.
Neural Parallel Sci. Comput.
Richard J. Hathaway, James C. Bezdek, Jacalyn M. Huband
2005 J jnl
Relational mountain (density) clustering method and web log analysis.
Int. J. Intell. Syst.
Kuhu Pal, Nikhil R. Pal, James M. Keller, James C. Bezdek
2005 — conf
Three Visual Cluster Validity Methods for Object and Relational Data.
EUSFLAT Conf.
James C. Bezdek
2005 J jnl
bigVAT: Visual assessment of cluster tendency for large data sets.
Pattern Recognit.
Jacalyn M. Huband, James C. Bezdek, Richard J. Hathaway
2004 B conf
A new hybrid c-means clustering model.
FUZZ-IEEE
Nikhil R. Pal, Kuhu Pal, James M. Keller, James C. Bezdek
2004 B conf
Progressive sampling schemes for approximate clustering in very large data sets.
FUZZ-IEEE
James C. Bezdek, Richard J. Hathaway
2003 J jnl
Convergence of Alternating Optimization.
Neural Parallel Sci. Comput.
James C. Bezdek, Richard J. Hathaway
2003 B conf
Visual cluster validity (VCV) displays for prototype generator clustering methods.
FUZZ-IEEE
James C. Bezdek, Richard J. Hathaway
2003 J jnl
Visual cluster validity for prototype generator clustering models.
Pattern Recognit. Lett.
Richard J. Hathaway, James C. Bezdek
2003 J jnl
Web mining with relational clustering.
Int. J. Approx. Reason.
Thomas A. Runkler, James C. Bezdek
2002 J jnl
Clustering incomplete relational data using the non-Euclidean relational fuzzy c-means algorithm.
Pattern Recognit. Lett.
Richard J. Hathaway, James C. Bezdek
2002 J jnl
Complexity reduction for "large image" processing.
IEEE Trans. Syst. Man Cybern. Part B
Nikhil R. Pal, James C. Bezdek
2002 — conf
Partitioning the Variables for Alternating Optimization of Real-Valued Scalar Fields.
PRIS
James C. Bezdek, Richard J. Hathaway
2002 — conf
Should Tendency Assessment Precede Rule Extraction by Clustering? (No!).
Advances in Computational Intelligence and Learning
James C. Bezdek, Nikhil R. Pal, Thomas A. Runkler, Kuhu Pal
2002 — conf
Some Notes on Alternating Optimization.
AFSS
James C. Bezdek, Richard J. Hathaway
2002 J jnl
Word recognition using fuzzy logic.
IEEE Trans. Fuzzy Syst.
Richard Buse, Zhi-Qiang Liu, James C. Bezdek
2001 J jnl
A new approach to target recognition for LADAR data.
IEEE Trans. Fuzzy Syst.
Nikhil R. Pal, Tobias C. Cahoon, James C. Bezdek, Kuhu Pal
2001 J jnl
Decision templates for multiple classifier fusion: an experimental comparison.
Pattern Recognit.
Ludmila Kuncheva, James C. Bezdek, Robert P. W. Duin
2001 J jnl
Detecting mobile land targets in LADAR imagery with fuzzy algorithms.
J. Intell. Fuzzy Syst.
David DeKruger, Jesse Hodge, James C. Bezdek, James M. Keller, Paul D. Gader
2001 J jnl
Dynamic image sequence analysis using fuzzy measures.
IEEE Trans. Syst. Man Cybern. Part B
Zhi-Qiang Liu, Leonard T. Bruton, James C. Bezdek, James M. Keller, Sandy Dance, N. R. Bartley, Cishen Zhang
2001 J jnl
Fuzzy c-means clustering of incomplete data.
IEEE Trans. Syst. Man Cybern. Part B
Richard J. Hathaway, James C. Bezdek
2001 J jnl
Local convergence of tri-level alternating optimization.
Neural Parallel Sci. Comput.
Richard J. Hathaway, Yingkang Hu, James C. Bezdek
2001 J jnl
Nearest prototype classifier designs: An experimental study.
Int. J. Intell. Syst.
James C. Bezdek, Ludmila Kuncheva
2000 B conf
Automatic keyword extraction with relational clustering and Levenshtein distances.
FUZZ-IEEE
Thomas A. Runkler, James C. Bezdek
2000 B conf
Breast cancer detection using image processing techniques.
FUZZ-IEEE
Tobias Christian Cahoon, Melanie A. Sutton, James C. Bezdek
2000 J jnl
Generalized fuzzy c-means clustering strategies using L
IEEE Trans. Fuzzy Syst.
Richard J. Hathaway, James C. Bezdek, Yingkang Hu
2000 — conf
Some Notes on Twenty One (21) Nearest Prototype Classifiers.
SSPR/SPR
James C. Bezdek, Ludmila Kuncheva
1999 J jnl
Alternating cluster estimation: a new tool for clustering and function approximation.
IEEE Trans. Fuzzy Syst.
Thomas A. Runkler, James C. Bezdek
1999 J jnl
Clustering with a genetically optimized approach.
IEEE Trans. Evol. Comput.
Lawrence O. Hall, Ibrahim Burak Özyurt, James C. Bezdek
1999 J jnl
Function approximation with polynomial membership functions and alternating cluster estimation.
Fuzzy Sets Syst.
Thomas A. Runkler, James C. Bezdek
1999 J jnl
Presupervised and post-supervised prototype classifier design.
IEEE Trans. Neural Networks
Ludmila I. Kuncheva, James C. Bezdek
1999 J jnl
Will the real iris data please stand up?
IEEE Trans. Fuzzy Syst.
James C. Bezdek, James M. Keller, Raghu Krishnapuram, Ludmila I. Kuncheva, Nikhil R. Pal
1998 J jnl
A geometric approach to edge detection.
IEEE Trans. Fuzzy Syst.
James C. Bezdek, Ramachandran Chandrasekhar, Yianni Attikouzel
1998 J jnl
An Integrated Framework for Generalized Nearest Prototype Classifier Design.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Ludmila I. Kuncheva, James C. Bezdek
1998 J jnl
Multiple-prototype classifier design.
IEEE Trans. Syst. Man Cybern. Part C
James C. Bezdek, Thomas Reichherzer, Sok Gek Lim, Yianni Attikiouzel
1998 J jnl
Nearest prototype classification: clustering, genetic algorithms, or random search?
IEEE Trans. Syst. Man Cybern. Part C
Ludmila I. Kuncheva, James C. Bezdek
1998 J jnl
Semi-supervised Point Prototype Clustering.
Int. J. Pattern Recognit. Artif. Intell.
Amine Bensaid, James C. Bezdek
1998 J jnl
Some new indexes of cluster validity.
IEEE Trans. Syst. Man Cybern. Part B
James C. Bezdek, Nikhil R. Pal
1998 J jnl
Two nonparametric models for fusing heterogeneous fuzzy data.
IEEE Trans. Fuzzy Syst.
Witold Pedrycz, James C. Bezdek, Richard J. Hathaway, G. Wesley Rogers
1997 J jnl
A geometric approach to cluster validity for normal mixtures.
Soft Comput.
James C. Bezdek, Wanqing Li, Yianni Attikiouzel, Michael P. Windham
1997 J jnl
An integrated approach to fuzzy learning vector quantization and fuzzy c-means clustering.
IEEE Trans. Fuzzy Syst.
Nicolaos B. Karayiannis, James C. Bezdek
1997 J jnl
Correction to "On Cluster Validity for the Fuzzy c-Means Model" [Correspondence].
IEEE Trans. Fuzzy Syst.
Nikhil R. Pal, James C. Bezdek
1997 — conf
Some issues in system identification using clustering.
ICNN
Nikhil R. Pal, Kuhu Pal, James C. Bezdek, Thomas A. Runkler
1997 J jnl
The determinant of a fuzzy matrix with respect to t and co-t norms.
Fuzzy Sets Syst.
Rohan Hemasinha, Nikhil R. Pal, James C. Bezdek
1996 J jnl
A parametric model for fusing heterogeneous fuzzy data.
IEEE Trans. Fuzzy Syst.
Richard J. Hathaway, James C. Bezdek, Witold Pedrycz
1996 J jnl
On relational data versions of c-means algorithms.
Pattern Recognit. Lett.
Richard J. Hathaway, James C. Bezdek, John W. Davenport
1996 J jnl
Partially supervised clustering for image segmentation.
Pattern Recognit.
Amine Bensaid, Lawrence O. Hall, James C. Bezdek, Laurence P. Clarke
1996 J jnl
Repairs to GLVQ: a new family of competitive learning schemes.
IEEE Trans. Neural Networks
Nicolaos B. Karayiannis, James C. Bezdek, Nikhil R. Pal, Richard J. Hathaway, Pin-I Pai
1996 J jnl
Sequential Competitive Learning and the Fuzzy c-Means Clustering Algorithms.
Neural Networks
Nikhil R. Pal, James C. Bezdek, Richard J. Hathaway
1996 J jnl
Validity-guided (re)clustering with applications to image segmentation.
IEEE Trans. Fuzzy Syst.
Amine Bensaid, Lawrence O. Hall, James C. Bezdek, Laurence P. Clarke, Martin L. Silbiger, John A. Arrington, F. Reed Murtagh
1995 J jnl
A note on self-organizing semantic maps.
IEEE Trans. Neural Networks
James C. Bezdek, Nikhil R. Pal
1995 — conf
A parametric heterogeneous fuzzy data model.
ICNN
James C. Bezdek, Richard J. Hathaway, Witold Pedrycz
1995 J jnl
An index of topological preservation for feature extraction.
Pattern Recognit.
James C. Bezdek, Nikhil R. Pal
1995 — conf
Cluster Validation with Generalized Dunn's Indices.
ANNES
James C. Bezdek, Nikhil R. Pal
1995 J jnl
Hybrid modeling in pattern recognition and control.
Knowl. Based Syst.
James C. Bezdek
1995 J jnl
Norm-induced shell-prototypes (NISP) clustering.
Neural Parallel Sci. Comput.
James C. Bezdek, Richard J. Hathaway, Nikhil R. Pal
1995 J jnl
On cluster validity for the fuzzy c-means model.
IEEE Trans. Fuzzy Syst.
Nikhil R. Pal, James C. Bezdek
1995 J jnl
Optimization of clustering criteria by reformulation.
IEEE Trans. Fuzzy Syst.
Richard J. Hathaway, James C. Bezdek
1995 — conf
Shell-prototype clustering models.
ICNN
James C. Bezdek, Richard J. Hathaway, Nikhil R. Pal
1995 J jnl
Two soft relatives of learning vector quantization.
Neural Networks
James C. Bezdek, Nikhil R. Pal
1994 J jnl
An iterative procedure for minimizing a generalized sum-of-squared-errors clustering criterion.
Neural Parallel Sci. Comput.
Richard J. Hathaway, James C. Bezdek
1994 J jnl
Fuzzy Kohonen clustering networks.
Pattern Recognit.
Eric Chen-Kuo Tsao, James C. Bezdek, Nikhil R. Pal
1994 — conf
Genetic Algorithm Guided Clustering.
International Conference on Evolutionary Computation
James C. Bezdek, Srinivas Boggavarapu, Lawrence O. Hall, Amine Bensaid
1994 J jnl
Measuring fuzzy uncertainty.
IEEE Trans. Fuzzy Syst.
Nikhil R. Pal, James C. Bezdek
1994 J jnl
Nerf
Pattern Recognit.
Richard J. Hathaway, James C. Bezdek
1994 — conf
Optimization of Fuzzy Clustering Criteria Using Genetic Algorithms.
International Conference on Evolutionary Computation
James C. Bezdek, Richard J. Hathaway
1994 J jnl
The thirsty traveler visits Gamont: a rejoinder to "Comments on fuzzy sets-what are they and why?".
IEEE Trans. Fuzzy Syst.
James C. Bezdek
1993 J jnl
A Review of Probabilistic, Fuzzy, and Neural Models for Pattern Recognition.
J. Intell. Fuzzy Syst.
James C. Bezdek
1993 J jnl
Fuzzy models - What are they, and why? [Editorial].
IEEE Trans. Fuzzy Syst.
James C. Bezdek
1993 J jnl
Generalized clustering networks and Kohonen's self-organizing scheme.
IEEE Trans. Neural Networks
Nikhil R. Pal, James C. Bezdek, Eric Chen-Kuo Tsao
1993 J jnl
Switching regression models and fuzzy clustering.
IEEE Trans. Fuzzy Syst.
Richard J. Hathaway, James C. Bezdek
1993 J jnl
Uncertainty measures for evidential reasoning II: A new measure of total uncertainty.
Int. J. Approx. Reason.
Nikhil R. Pal, James C. Bezdek, Rohan Hemasinha
1992 J jnl
A comparison of neural network and fuzzy clustering techniques in segmenting magnetic resonance images of the brain.
IEEE Trans. Neural Networks
Lawrence O. Hall, Amine Bensaid, Laurence P. Clarke, Robert P. Velthuizen, Martin L. Silbiger, James C. Bezdek
1992 J jnl
Computing with uncertainty.
IEEE Commun. Mag.
James C. Bezdek
1992 J jnl
Numerical convergence and interpretation of the fuzzy c-shells clustering algorithm.
IEEE Trans. Neural Networks
James C. Bezdek, Richard J. Hathaway
1992 J jnl
On the relationship between neural networks, pattern recognition and intelligence.
Int. J. Approx. Reason.
James C. Bezdek
1992 J jnl
Uncertainty measures for evidential reasoning I: A review.
Int. J. Approx. Reason.
Nikhil R. Pal, James C. Bezdek, Rohan Hemasinha
1991 J jnl
c-means clustering with the l
IEEE Trans. Syst. Man Cybern.
Leon Bobrowski, James C. Bezdek
1990 J jnl
Playmaker: a Knowledge-Based Approach to Characterizing hydrocarbon Plays.
Int. J. Pattern Recognit. Artif. Intell.
Gautam Biswas, Xudong Yu, William J. Hagins, James C. Bezdek, John Strobel, Christopher G. St. C. Kendall, Robert L. Cannon
1990 J jnl
Reply to "Comments on: optimality test for fixed points by Kim et al.".
Pattern Recognit.
Taehwan Kim, James C. Bezdek, Richard J. Hathaway
1989 J jnl
Pool2: a generic system for cognitive map development and decision analysis.
IEEE Trans. Syst. Man Cybern.
Wen-Ran Zhang, Su-shing Chen, James C. Bezdek
1989 J jnl
Relational duals of the c-means clustering algorithms.
Pattern Recognit.
Richard J. Hathaway, John W. Davenport, James C. Bezdek
1988 C conf
A Linuistic Transitive Closure Method for Completion and Consistency of Uncertain Knowledge.
ISMIS
Gautam Biswas, James C. Bezdek
1988 — conf
A feature projection based adaptive pattern recognition network.
ICNN
James S. J. Lee, James C. Bezdek
1988 J jnl
Core zone scatterplots: A new approach to feature extraction for visual displays.
Comput. Vis. Graph. Image Process.
James C. Bezdek, Er-Woon Chiou
1988 J jnl
Heuristics for intermediate level road finding algorithms.
Comput. Vis. Graph. Image Process.
Sridhar Vasudevan, Robert L. Cannon, James C. Bezdek, William L. Cameron
1988 J jnl
Optimality tests for fixed points of the fuzzy c-means algorithm.
Pattern Recognit.
Taehwan Kim, James C. Bezdek, Richard J. Hathaway
1987 J jnl
A message from the editor.
Int. J. Approx. Reason.
James C. Bezdek
1987 J jnl
Knowledge-assisted document retrieval: I. The natural-language interface.
J. Am. Soc. Inf. Sci.
Gautam Biswas, James C. Bezdek, Marisol Marques, Viswanath Subramanian
1987 J jnl
Knowledge-assisted document retrieval: II. The retrieval process.
J. Am. Soc. Inf. Sci.
Gautam Biswas, James C. Bezdek, Viswanath Subramanian, Marisol Marques
1987 C conf
Towards the Design of a Knowledge Based System for Hypercarbon Play Analysis.
ISMIS
Miao-Li Pai, Gautam Biswas, Christopher G. St. C. Kendall, James C. Bezdek
1986 C conf
A knowledge-based approach to online document retrieval system design.
ISMIS
Gautam Biswas, James C. Bezdek, Robert L. Oakman
1986 J jnl
Efficient Implementation of the Fuzzy c-Means Clustering Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell.
Robert L. Cannon, Jitendra V. Dave, James C. Bezdek
1986 J jnl
Local convergence of the fuzzy c-Means algorithms.
Pattern Recognit.
Richard J. Hathaway, James C. Bezdek
1986 J jnl
Low-Level Segmentation of Aerial Images with Fuzzy Clustering.
IEEE Trans. Syst. Man Cybern.
Mohan M. Trivedi, James C. Bezdek
1986 J jnl
Transitive Closures of Fuzzy Thesauri for Information-Retrieval Systems.
Int. J. Man Mach. Stud.
James C. Bezdek, Gautam Biswas, Li-ya Huang
1985 — conf
A Knowledge-Based System Approach to Document Retrieval.
CAIA
Gautam Biswas, Viswanath Subramanian, James C. Bezdek
1985 J jnl
An application of the c-varieties clustering algorithms to polygonal curve fitting.
IEEE Trans. Syst. Man Cybern.
James C. Bezdek, Ian M. Anderson
1985 J jnl
Parametric estimation for normal mixtures.
Pattern Recognit. Lett.
James C. Bezdek, Richard J. Hathaway, Vicki J. Huggins
1984 J jnl
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.
IEEE Trans. Pattern Anal. Mach. Intell.
Ian M. Anderson, James C. Bezdek
1983 J jnl
Guest Editorial and Conference Report.
Int. J. Man Mach. Stud.
James C. Bezdek
1981 — book
Pattern Recognition with Fuzzy Objective Function Algorithms
James C. Bezdek
1980 J jnl
A Convergence Theorem for the Fuzzy ISODATA Clustering Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell.
James C. Bezdek
1980 J jnl
Statistical parameters of cluster validity functionals.
Int. J. Parallel Program.
James C. Bezdek, Michael P. Windham, Robert Ehrlich
1977 J jnl
Prototype classification and feature selection with fuzzy sets.
IEEE Trans. Syst. Man Cybern.
James C. Bezdek, Patrick F. Castelaz
1976 — conf
Feature selection for binary data: medical diagnosis with fuzzy sets.
AFIPS National Computer Conference
James C. Bezdek
1975 J jnl
Optimal Fuzzy Partitions: A Heuristic for Estimating the Parameters in a Mixture of Normal Distributions.
IEEE Trans. Computers
James C. Bezdek, Joseph C. Dunn