James C. Bezdek

Proceedings of the Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications, 2021

Streaming Data Analysis: Clustering or Classification?

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

Evaluating Evolving Structure in Streaming Data With Modified Dunn's Indices.

[BibT_eX]

[DOI]

Omar A. Ibrahim

IEEE Trans. Emerg. Top. Comput. Intell., 2021

Visual Structural Assessment and Anomaly Detection for High-Velocity Data Streams.

[BibT_eX]

[DOI]

Bernadette Bouchon-Meunier

IEEE Trans. Cybern., 2021

2020

LN-SNE: Log-Normal Distributed Stochastic Neighbor Embedding for Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

FORESEEN: Towards Differentially Private Deep Inference for Intelligent Internet of Things.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2020

ConiVAT: Cluster Tendency Assessment and Clustering with Partial Background Knowledge.

[BibT_eX]

[DOI]

CoRR, 2020

Obituary for Enrique H. Ruspini [In Memoriam].

[BibT_eX]

[DOI]

Piero P. Bonissone

Jim Bezdek

IEEE Comput. Intell. Mag., 2020

Clustering tendency assessment for datasets having inter-cluster density variations.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Signal Processing and Communications, 2020

Experiments with Maximin Sampling.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

A Rapid Hybrid Clustering Algorithm for Large Volumes of High Dimensional Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

A Scalable Framework for Trajectory Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2019

Fog-Embedded Deep Learning for the Internet of Things.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2019

Approximating Dunn's Cluster Validity Indices for Partitions of Big Data.

[BibT_eX]

[DOI]

Zahra Ghafoori

IEEE Trans. Cybern., 2019

A weighted multiple classifier framework based on random projection.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Online cluster validity indices for performance monitoring of streaming data clustering.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2019

Fuzzy Clustering: A Historical Perspective.

[BibT_eX]

[DOI]

Enrique H. Ruspini

IEEE Comput. Intell. Mag., 2019

Experiments with Dissimilarity Measures for Clustering Waveform Data from Wearable Sensors.

[BibT_eX]

[DOI]

Shreyasi Datta

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Unsupervised and Active Learning Using Maximin-Based Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Optimizing the C Index Using a Canonical Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2019

Seeding on Samples for Accelerating K-Means Clustering.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Big Data and Internet of Things, 2019

2018

Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines.

[BibT_eX]

[DOI]

Zahra Ghafoori

Sarah M. Erfani

Shanika Karunasekera

IEEE Trans. Neural Networks Learn. Syst., 2018

Ensemble Fuzzy Clustering Using Cumulative Aggregation on Random Projections.

[BibT_eX]

[DOI]

Sarah M. Erfani

IEEE Trans. Fuzzy Syst., 2018

Editorial Celebrating 25 Years of the IEEE Transactions on Fuzzy Systems.

[BibT_eX]

[DOI]

Jonathan M. Garibaldi

IEEE Trans. Fuzzy Syst., 2018

Dealing with Inliers in Feature Vector Data.

[BibT_eX]

[DOI]

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2018

Privacy-preserving collaborative fuzzy clustering.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2018

Online Cluster Validity Indices for Streaming Data.

[BibT_eX]

[DOI]

CoRR, 2018

Estimating Generalized Dunn's Cluster Validity Indices for Big Data.

[BibT_eX]

[DOI]

Zahra Ghafoori

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Urban Sensing for Anomalous Event Detection: - Distinguishing Between Legitimate Traffic Changes and Abnormal Traffic Variability.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Approximate Cluster Heat Maps of Large High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Analysis of Streaming Clustering Using an Incremental Validity Index.

[BibT_eX]

[DOI]

Omar A. Ibrahim

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017

A visual-numeric approach to clustering and anomaly detection for trajectory data.

[BibT_eX]

[DOI]

Vis. Comput., 2017

Extending Information-Theoretic Validity Indices for Fuzzy Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2017

Ground truth bias in external cluster validity indices.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Exponentially Weighted Ellipsoidal Model for Anomaly Detection.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2017

An ensemble-based online learning algorithm for streaming data.

[BibT_eX]

[DOI]

CoRR, 2017

Fast Memory Efficient Local Outlier Detection in Data Streams (Extended Abstract).

[BibT_eX]

[DOI]

Mahsa Salehi

Tharshan Vaithianathan

Xuyun Zhang

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms.

[BibT_eX]

[DOI]

Fateme Fahiman

Sarah M. Erfani

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016

Fast Memory Efficient Local Outlier Detection in Data Streams.

[BibT_eX]

[DOI]

Mahsa Salehi

Tharshan Vaithianathan

Xuyun Zhang

IEEE Trans. Knowl. Data Eng., 2016

Visual Assessment of Clustering Tendency for Incomplete Data.

[BibT_eX]

[DOI]

James Bailey

IEEE Trans. Knowl. Data Eng., 2016

Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data.

[BibT_eX]

[DOI]

Jeffrey Chan

Jayavardhana Gubbi

ACM Trans. Knowl. Discov. Data, 2016

The Generalized C Index for Internal Fuzzy Cluster Validity.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2016

A Hybrid Approach to Clustering in Big Data.

[BibT_eX]

[DOI]

Timothy Craig Havens

IEEE Trans. Cybern., 2016

Online Clustering of Multivariate Time-series.

[BibT_eX]

[DOI]

Masud Moshtaghi

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Random projection below the JL limit.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Quantitative and qualitative comparison of periodic sensor data.

[BibT_eX]

[DOI]

Akshay Jain

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

Smart Sampling: A Novel Unsupervised Boosting Approach for Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2015

Evolving Fuzzy Rules for Anomaly Detection in Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2015

Local outlier detection for data streams in sensor networks: Revisiting the utility problem invited paper.

[BibT_eX]

[DOI]

Mahsa Salehi

Tharshan Vaithianathan

Proceedings of the Tenth IEEE International Conference on Intelligent Sensors, 2015

Random projections fuzzy c-means (RPFCM) for big data clustering.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

The posterity of Zadeh's 50-year-old paper.

[BibT_eX]

[DOI]

Didier Dubois

Henri Prade

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014

Streaming analysis in wireless sensor networks.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2014

High-Resolution Monitoring of Atmospheric Pollutants Using a System of Low-Cost Sensors.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Linguistic Prototypes for Data From Eldercare Residents.

[BibT_eX]

[DOI]

Anna Wilbik

IEEE Trans. Fuzzy Syst., 2014

Improvements to the relational fuzzy c-means clustering algorithm.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Generalized information theoretic cluster validity indices for soft clusterings.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

Multidimensional scaling with multiswarming.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

A Soft Modularity Function For Detecting Fuzzy Communities in Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2013

A Cluster Validity Framework Based on Induced Partition Dissimilarity.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Topology Preserving Feature Extraction with Multiswarm Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2013

Scalable single linkage hierarchical clustering for big data.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Extension of iVAT to asymmetric matrices.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2013, 2013

Clustering and visualization of fuzzy communities in social networks.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2013, 2013

The Parable of Zoltan.

[BibT_eX]

[DOI]

Proceedings of the On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 1, 2013

clusiVAT: A mixed visual/numerical clustering algorithm for big data.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

An Efficient Formulation of the Improved Visual Assessment of Cluster Tendency (iVAT) Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

Fuzzy c-Means Algorithms for Very Large Data.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2012

A new formulation of the coVAT algorithm for visual assessment of clustering tendency in rectangular data.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2012

Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Generation of prototypes from sets of linguistic summaries.

[BibT_eX]

[DOI]

Anna Wilbik

Proceedings of the FUZZ-IEEE 2012, 2012

Comparison of scalable fuzzy clustering methods.

[BibT_eX]

[DOI]

Jonathon K. Parker

Lawrence O. Hall

Proceedings of the FUZZ-IEEE 2012, 2012

Cluster validity for kernel fuzzy clustering.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2012, 2012

2011

Fuzzy C-means cluster analysis.

[BibT_eX]

[DOI]

Scholarpedia, 2011

Approximate pairwise clustering for large data sets via sampling plus extension.

[BibT_eX]

[DOI]

Pattern Recognit., 2011

Clustering ellipses for anomaly detection.

[BibT_eX]

[DOI]

Masud Moshtaghi

Pattern Recognit., 2011

Anomaly Detection in Environmental Monitoring Networks [Application Notes].

[BibT_eX]

[DOI]

Masud Moshtaghi

IEEE Comput. Intell. Mag., 2011

Correlation cluster validity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2011

Incremental Elliptical Boundary Estimation for Anomaly Detection in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Comparing soft clusters and partitions.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2011, 2011

2010

Enhanced Visual Analysis for Cluster Tendency Assessment and Data Partitioning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2010

Centered hyperspherical and hyperellipsoidal one-class support vector machines for anomaly detection in sensor networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2010

Relational Duals of Cluster-Validity Functions for the c -Means Family.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2010

Relational Generalizations of Cluster Validity Indices.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2010

Comparing Fuzzy, Probabilistic, and Possibilistic Partitions.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2010

iVAT and aVAT: Enhanced Visual Analysis for Cluster Tendency Assessment.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

A Comparison of Five Fuzzy Rand Indices.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

Incremental Kernel Fuzzy c-Means.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence, 2010

(Mostly) Fuzzy Clustering in Very Large Data Sets.

[BibT_eX]

Proceedings of the ICFC-ICNC 2010, 2010

A New Implementation of the co-VAT Algorithm for Visual Assessment of Clusters in Rectangular Relational Data.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2010

A relational dual of the fuzzy possibilistic c-means algorithm.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2010, 2010

Clustering elliptical anomalies in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2010, 2010

EP-based robust weighting scheme for fuzzy SVMs.

[BibT_eX]

[DOI]

Shaoyi Zhang

Proceedings of the Database Technologies 2010, 2010

2009

Elliptical anomalies in wireless sensor networks.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2009

Automatically Determining the Number of Clusters in Unlabeled Data Sets.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

Finding the number of clusters in ordered dissimilarities.

[BibT_eX]

[DOI]

Soft Comput., 2009

Clustering in ordered dissimilarity data.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2009

Is VAT really single linkage in disguise?

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2009

Approximate Spectral Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Visualization of clusters in very large rectangular dissimilarity data.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Autonomous Robots and Agents, 2009

eCCV: A new fuzzy cluster validity measure for large relational bioinformatics datasets.

[BibT_eX]

[DOI]

Mihail Popescu

Proceedings of the FUZZ-IEEE 2009, 2009

Adapting Spectral Co-clustering to Documents and Terms Using Latent Semantic Analysis.

[BibT_eX]

[DOI]

Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

2008

Selective sampling for approximate clustering of very large data sets.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2008

IEEE Fellows-Class of 2008 [Society Briefs].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2008

VCV2 - Visual Cluster Validity.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence: Research Frontiers, 2008

Dunn's cluster validity index as a contrast measure of VAT images.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

SpecVAT: Enhanced Visual Cluster Analysis.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

A new cluster validity measure for bioinformatics relational datasets.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2008, 2008

Ontological self-organizing maps for cluster visualization and functional summarization of gene products using Gene Ontology similarity measures.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2008, 2008

(Automatic) Cluster Count Extraction from Unlabeled Data Sets.

[BibT_eX]

[DOI]

Isaac J. Sledge

Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

2007

Visual Assessment of Clustering Tendency for Rectangular Dissimilarity Matrices.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2007

Call for Fellows Nominations [Society Briefs].

[BibT_eX]

[DOI]

Jim Bezdek

IEEE Comput. Intell. Mag., 2007

Tensor Space Learning for Analyzing Activity Patterns from Video Sequences.

[BibT_eX]

[DOI]

Xiaozhe Wang

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Quarter Sphere Based Distributed Anomaly Detection in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2007

2006

Scalable visual assessment of cluster tendency for large data sets.

[BibT_eX]

[DOI]

Pattern Recognit., 2006

Gene Ontology Similarity Measures Based on Linear Order Statistics.

[BibT_eX]

[DOI]

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2006

Approximate clustering in very large relational data.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2006

Extending fuzzy and probabilistic clustering to very large data sets.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2006

Maximin Initialization for Cluster Analysis.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2006

Approximate data mining in very large relational data.

[BibT_eX]

[DOI]

Proceedings of the Database Technologies 2006, 2006

2005

A Possibilistic Fuzzy c-Means Clustering Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2005

bigVAT: Visual assessment of cluster tendency for large data sets.

[BibT_eX]

[DOI]

Pattern Recognit., 2005

Gene Ontology-based Knowledge Discovery Through Fuzzy Cluster Analysis.

[BibT_eX]

Neural Parallel Sci. Comput., 2005

Kernelized Non-Euclidean Relational c-Means Algorithms.

[BibT_eX]

Neural Parallel Sci. Comput., 2005

Relational mountain (density) clustering method and web log analysis.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2005

Kernelized Non-Euclidean Relational Fuzzy c-Means Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

A Message from the Conference Organizers.

[BibT_eX]

[DOI]

Raghu Krishnapuram

N. Pa

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Three Visual Cluster Validity Methods for Object and Relational Data.

[BibT_eX]

[DOI]

Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

2004

A new hybrid c-means clustering model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Progressive sampling schemes for approximate clustering in very large data sets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003

Visual cluster validity for prototype generator clustering models.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2003

Convergence of Alternating Optimization.

[BibT_eX]

[DOI]

Neural Parallel Sci. Comput., 2003

Web mining with relational clustering.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2003

Visual cluster validity (VCV) displays for prototype generator clustering methods.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002

Complexity reduction for "large image" processing.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2002

Word recognition using fuzzy logic.

[BibT_eX]

[DOI]

Richard Buse

Zhi-Qiang Liu

IEEE Trans. Fuzzy Syst., 2002

Clustering incomplete relational data using the non-Euclidean relational fuzzy c-means algorithm.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2002

Partitioning the Variables for Alternating Optimization of Real-Valued Scalar Fields.

[BibT_eX]

Proceedings of the Pattern Recognition in Information Systems, 2002

Some Notes on Alternating Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Soft Computing, 2002

Should Tendency Assessment Precede Rule Extraction by Clustering? (No!).

[BibT_eX]

Proceedings of the Advances in Computational Intelligence and Learning: Methods and Applications, 2002

2001

Dynamic image sequence analysis using fuzzy measures.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2001

Fuzzy c-means clustering of incomplete data.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2001

A new approach to target recognition for LADAR data.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2001

Decision templates for multiple classifier fusion: an experimental comparison.

[BibT_eX]

[DOI]

Ludmila Kuncheva

Robert P. W. Duin

Pattern Recognit., 2001

Local convergence of tri-level alternating optimization.

[BibT_eX]

[DOI]

Yingkang Hu

Neural Parallel Sci. Comput., 2001

Detecting mobile land targets in LADAR imagery with fuzzy algorithms.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2001

Nearest prototype classifier designs: An experimental study.

[BibT_eX]

[DOI]

Ludmila Kuncheva

Int. J. Intell. Syst., 2001

2000

Generalized fuzzy c-means clustering strategies using Lp norm distances.

[BibT_eX]

[DOI]

Yingkang Hu

IEEE Trans. Fuzzy Syst., 2000

Some Notes on Twenty One (21) Nearest Prototype Classifiers.

[BibT_eX]

[DOI]

Ludmila Kuncheva

Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

Automatic keyword extraction with relational clustering and Levenshtein distances.

[BibT_eX]

[DOI]

Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

Breast cancer detection using image processing techniques.

[BibT_eX]

[DOI]

Tobias Christian Cahoon

Melanie A. Sutton

Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

1999

Presupervised and post-supervised prototype classifier design.

[BibT_eX]

[DOI]

Ludmila I. Kuncheva

IEEE Trans. Neural Networks, 1999

Alternating cluster estimation: a new tool for clustering and function approximation.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 1999

Will the real iris data please stand up?

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 1999

Clustering with a genetically optimized approach.

[BibT_eX]

[DOI]

Lawrence O. Hall

Ibrahim Burak Özyurt

IEEE Trans. Evol. Comput., 1999

Function approximation with polynomial membership functions and alternating cluster estimation.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 1999

1998

Nearest prototype classification: clustering, genetic algorithms, or random search?

[BibT_eX]

[DOI]

Ludmila I. Kuncheva

IEEE Trans. Syst. Man Cybern. Part C, 1998

Multiple-prototype classifier design.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 1998

Some new indexes of cluster validity.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 1998

Two nonparametric models for fusing heterogeneous fuzzy data.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 1998

A geometric approach to edge detection.

[BibT_eX]

[DOI]

Ramachandran Chandrasekhar

Yianni Attikouzel

IEEE Trans. Fuzzy Syst., 1998

An Integrated Framework for Generalized Nearest Prototype Classifier Design.

[BibT_eX]

[DOI]

Ludmila I. Kuncheva

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1998

Semi-supervised Point Prototype Clustering.

[BibT_eX]

[DOI]

Amine Bensaid

Int. J. Pattern Recognit. Artif. Intell., 1998

1997

Correction to "On Cluster Validity for the Fuzzy c-Means Model" [Correspondence].

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 1997

An integrated approach to fuzzy learning vector quantization and fuzzy c-means clustering.

[BibT_eX]

[DOI]

Nicolaos B. Karayiannis

IEEE Trans. Fuzzy Syst., 1997

A geometric approach to cluster validity for normal mixtures.

[BibT_eX]

[DOI]

Soft Comput., 1997

The determinant of a fuzzy matrix with respect to t and co-t norms.

[BibT_eX]

[DOI]

Rohan Hemasinha

Fuzzy Sets Syst., 1997

Some issues in system identification using clustering.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996

Repairs to GLVQ: a new family of competitive learning schemes.

[BibT_eX]

[DOI]

Nicolaos B. Karayiannis

IEEE Trans. Neural Networks, 1996

A parametric model for fusing heterogeneous fuzzy data.

[BibT_eX]

[DOI]

Witold Pedrycz

IEEE Trans. Fuzzy Syst., 1996

Validity-guided (re)clustering with applications to image segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 1996

On relational data versions of c-means algorithms.

[BibT_eX]

[DOI]

John W. Davenport

Pattern Recognit. Lett., 1996

Partially supervised clustering for image segmentation.

[BibT_eX]

[DOI]

Pattern Recognit., 1996

Sequential Competitive Learning and the Fuzzy c-Means Clustering Algorithms.

[BibT_eX]

[DOI]

Neural Networks, 1996

1995

A note on self-organizing semantic maps.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1995

On cluster validity for the fuzzy c-means model.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 1995

Optimization of clustering criteria by reformulation.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 1995

An index of topological preservation for feature extraction.

[BibT_eX]

[DOI]

Pattern Recognit., 1995

Norm-induced shell-prototypes (NISP) clustering.

[BibT_eX]

[DOI]

Neural Parallel Sci. Comput., 1995

Two soft relatives of learning vector quantization.

[BibT_eX]

[DOI]

Neural Networks, 1995

Hybrid modeling in pattern recognition and control.

[BibT_eX]

[DOI]

Knowl. Based Syst., 1995

Shell-prototype clustering models.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

A parametric heterogeneous fuzzy data model.

[BibT_eX]

[DOI]

Witold Pedrycz

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Cluster Validation with Generalized Dunn's Indices.

[BibT_eX]

[DOI]

Proceedings of the 2nd New Zealand Two-Stream International Conference on Artificial Neural Networks and Expert Systems (ANNES '95), 1995

1994

Measuring fuzzy uncertainty.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 1994

The thirsty traveler visits Gamont: a rejoinder to "Comments on fuzzy sets-what are they and why?".

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 1994

Fuzzy Kohonen clustering networks.

[BibT_eX]

[DOI]

Eric Chen-Kuo Tsao

Pattern Recognit., 1994

Nerf c-means: Non-Euclidean relational fuzzy clustering.

[BibT_eX]

[DOI]

Pattern Recognit., 1994

An iterative procedure for minimizing a generalized sum-of-squared-errors clustering criterion.

[BibT_eX]

[DOI]

Neural Parallel Sci. Comput., 1994

Optimization of Fuzzy Clustering Criteria Using Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the First IEEE Conference on Evolutionary Computation, 1994

Genetic Algorithm Guided Clustering.

[BibT_eX]

[DOI]

Proceedings of the First IEEE Conference on Evolutionary Computation, 1994

1993

Generalized clustering networks and Kohonen's self-organizing scheme.

[BibT_eX]

[DOI]

Eric Chen-Kuo Tsao

IEEE Trans. Neural Networks, 1993

Switching regression models and fuzzy clustering.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 1993

Fuzzy models - What are they, and why? [Editorial].

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 1993

A Review of Probabilistic, Fuzzy, and Neural Models for Pattern Recognition.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 1993

Uncertainty measures for evidential reasoning II: A new measure of total uncertainty.

[BibT_eX]

[DOI]

Rohan Hemasinha

Int. J. Approx. Reason., 1993

1992

A comparison of neural network and fuzzy clustering techniques in segmenting magnetic resonance images of the brain.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1992

Numerical convergence and interpretation of the fuzzy c-shells clustering algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1992

Uncertainty measures for evidential reasoning I: A review.

[BibT_eX]

[DOI]

Rohan Hemasinha

Int. J. Approx. Reason., 1992

On the relationship between neural networks, pattern recognition and intelligence.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 1992

Computing with uncertainty.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 1992

1991

c-means clustering with the ll and l∞ norms.

[BibT_eX]

[DOI]

Leon Bobrowski

IEEE Trans. Syst. Man Cybern., 1991

1990

Reply to "Comments on: optimality test for fixed points by Kim et al.".

[BibT_eX]

[DOI]

Taehwan Kim

Christopher G. St. C. Kendall

Pattern Recognit., 1990

Playmaker: a Knowledge-Based Approach to Characterizing hydrocarbon Plays.

[BibT_eX]

[DOI]

Robert L. Cannon

Int. J. Pattern Recognit. Artif. Intell., 1990

1989

Pool2: a generic system for cognitive map development and decision analysis.

[BibT_eX]

[DOI]

Wen-Ran Zhang

Su-Shing Chen

IEEE Trans. Syst. Man Cybern., 1989

Relational duals of the c-means clustering algorithms.

[BibT_eX]

[DOI]

John W. Davenport

Pattern Recognit., 1989

1988

Optimality tests for fixed points of the fuzzy c-means algorithm.

[BibT_eX]

[DOI]

Taehwan Kim

Pattern Recognit., 1988

Heuristics for intermediate level road finding algorithms.

[BibT_eX]

[DOI]

Comput. Vis. Graph. Image Process., 1988

Core zone scatterplots: A new approach to feature extraction for visual displays.

[BibT_eX]

[DOI]

Er-Woon Chiou

Comput. Vis. Graph. Image Process., 1988

A Linuistic Transitive Closure Method for Completion and Consistency of Uncertain Knowledge.

[BibT_eX]

Proceedings of the Methodologies for Intelligent Systems, 1988

A feature projection based adaptive pattern recognition network.

[BibT_eX]

[DOI]

James S. J. Lee

Proceedings of International Conference on Neural Networks (ICNN'88), 1988

1987

Knowledge-assisted document retrieval: II. The retrieval process.

[BibT_eX]

[DOI]

Viswanath Subramanian

Marisol Marques

J. Am. Soc. Inf. Sci., 1987

Knowledge-assisted document retrieval: I. The natural-language interface.

[BibT_eX]

[DOI]

Marisol Marques

Viswanath Subramanian

J. Am. Soc. Inf. Sci., 1987

A message from the editor.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 1987

Towards the Design of a Knowledge Based System for Hypercarbon Play Analysis.

[BibT_eX]

Miao-Li Pai

Christopher G. St. C. Kendall

Proceedings of the Methodologies for Intelligent Systems, 1987

1986

Low-Level Segmentation of Aerial Images with Fuzzy Clustering.

[BibT_eX]

[DOI]

Mohan M. Trivedi

IEEE Trans. Syst. Man Cybern., 1986

Local convergence of the fuzzy c-Means algorithms.

[BibT_eX]

[DOI]

Pattern Recognit., 1986

Efficient Implementation of the Fuzzy c-Means Clustering Algorithms.

[BibT_eX]

[DOI]

Robert L. Cannon

Jitendra V. Dave

IEEE Trans. Pattern Anal. Mach. Intell., 1986

Transitive Closures of Fuzzy Thesauri for Information-Retrieval Systems.

[BibT_eX]

[DOI]

Li-ya Huang

Int. J. Man Mach. Stud., 1986

A knowledge-based approach to online document retrieval system design.

[BibT_eX]

[DOI]

Robert L. Oakman

Proceedings of the ACM SIGART International Symposium on Methodologies for Intelligent Systems, 1986

1985

An application of the c-varieties clustering algorithms to polygonal curve fitting.

[BibT_eX]

[DOI]

Ian M. Anderson

IEEE Trans. Syst. Man Cybern., 1985

Parametric estimation for normal mixtures.

[BibT_eX]

[DOI]

Vicki J. Huggins

Pattern Recognit. Lett., 1985

A Knowledge-Based System Approach to Document Retrieval.

[BibT_eX]

Viswanath Subramanian

Proceedings of the Artificial Intelligence Applications, 1985

1984

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.

[BibT_eX]

[DOI]

Ian M. Anderson

IEEE Trans. Pattern Anal. Mach. Intell., 1984

1983

Guest Editorial and Conference Report.

[BibT_eX]

[DOI]