Fuzzy mathematical approach to pattern recognition
Fuzzy mathematical approach to pattern recognition
Low-level segmentation of aerial images with fuzzy clustering
IEEE Transactions on Systems, Man and Cybernetics
Efficient Implementation of the Fuzzy c-Means Clustering Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
On the Local Optimality of the Fuzzy Isodata Clustering Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
Generalized k-nearest neighbor rules
Fuzzy Sets and Systems - Special issue: Dedicated to the memory of Richard E. Bellman
Convergence and Consistency of Fuzzy c-means/ISODATA Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
Bootstrap technique in cluster analysis
Pattern Recognition
Local convergence analysis of a grouped variable version of coordinate descent
Journal of Optimization Theory and Applications
Convergence theory for fuzzy c-means: counterexamples and repairs
IEEE Transactions on Systems, Man and Cybernetics
Algorithms for clustering data
Algorithms for clustering data
On the meaning of Dunn's partition coefficient for fuzzy clusters
Fuzzy Sets and Systems
A survey of the Hough transform
Computer Vision, Graphics, and Image Processing
Optimality tests for fixed points of the fuzzy c-means algorithm
Pattern Recognition
Cluster validity based on the hard tendency of the fuzzy classification
Pattern Recognition Letters
Fuzzy dynamic clustering algorithm
Pattern Recognition Letters
L1-norm based fuzzy clustering
Fuzzy Sets and Systems
A Validity Measure for Fuzzy Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fuzzy clustering algorithms based on the maximum likelihood principle
Fuzzy Sets and Systems
A thresholded fuzzy c-means algorithm for semi-fuzzy clustering
Pattern Recognition
A fuzzy extended k-nearest neighbors rule
Fuzzy Sets and Systems
On the mathematical and numerical properties of the fuzzy c-means algorithm
Fuzzy Sets and Systems
Pattern Recognition
On existence and strong consistency of a class of fuzzy C-means clustering procedures
Cybernetics and Systems
On a class of fuzzy classification maximum likelihood procedures
Fuzzy Sets and Systems
On strong consistency of the fuzzy generalized nearest neighbor rule
Fuzzy Sets and Systems
Pattern Recognition with Fuzzy Objective Function Algorithms
Pattern Recognition with Fuzzy Objective Function Algorithms
IEEE Transactions on Computers
Numerical methods for fuzzy clustering
Information Sciences: an International Journal
Similarity relations and fuzzy orderings
Information Sciences: an International Journal
Cluster Validity for the Fuzzy c-Means Clustering Algorithrm
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Nearest neighbor pattern classification
IEEE Transactions on Information Theory
Estimation by the nearest neighbor rule
IEEE Transactions on Information Theory
Convergence of the nearest neighbor rule
IEEE Transactions on Information Theory
A Convergence Theorem for the Fuzzy ISODATA Clustering Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
The use of continuous variables for labeling objects
Pattern Recognition Letters
Algorithms of fuzzy clustering with partial supervision
Pattern Recognition Letters
Parametric estimation for normal mixtures
Pattern Recognition Letters
A learning scheme for a fuzzy k-NN rule
Pattern Recognition Letters
Pattern Recognition Letters
Adaptive fuzzy c-shells clustering and detection of ellipses
IEEE Transactions on Neural Networks
The fuzzy c spherical shells algorithm: A new approach
IEEE Transactions on Neural Networks
IEEE Transactions on Neural Networks
Numerical convergence and interpretation of the fuzzy c-shells clustering algorithm
IEEE Transactions on Neural Networks
A cluster validity index for fuzzy clustering
Pattern Recognition Letters
Parameter selection for suppressed fuzzy c-means with an application to MRI segmentation
Pattern Recognition Letters
Unsupervised possibilistic clustering
Pattern Recognition
Alternative learning vector quantization
Pattern Recognition
Information Sciences: an International Journal
A commodity market algorithm for pricing substitutable Grid resources
Future Generation Computer Systems
A cluster validity index for fuzzy clustering
Information Sciences: an International Journal
A fuzzy k-partitions model for categorical data and its comparison to the GoM model
Fuzzy Sets and Systems
Establishing performance evaluation structures by fuzzy relation-based cluster analysis
Computers & Mathematics with Applications
A Gaussian kernel-based fuzzy c-means algorithm with a spatial bias correction
Pattern Recognition Letters
A case study of applying data mining techniques in an outfitter's customer value analysis
Expert Systems with Applications: An International Journal
Interval-valued fuzzy relation-based clustering with its application to performance evaluation
Computers & Mathematics with Applications
Pattern Recognition
A novel fuzzy clustering algorithm based on a fuzzy scatter matrix with optimality tests
Pattern Recognition Letters
A robust clustering procedure for fuzzy data
Computers & Mathematics with Applications
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Sample-weighted clustering methods
Computers & Mathematics with Applications
Analysis of parameter selections for fuzzy c-means
Pattern Recognition
A fuzzy minimax clustering model and its applications
Information Sciences: an International Journal
Self-organizing map for symbolic data
Fuzzy Sets and Systems
Fuzzy data mining: a literature survey and classification framework
International Journal of Networking and Virtual Organisations
A Rough Set Theoretic Approach to Clustering
Fundamenta Informaticae
A multivariate fuzzy c-means method
Applied Soft Computing
Clustering construction on a multimodal probability model
Information Sciences: an International Journal
Clustering using principal component analysis applied to autonomy-disability of elderly people
Decision Support Systems
Proceedings of the 7th ACM international conference on Web search and data mining
Improving project-profit prediction using a two-stage forecasting system
Computers and Industrial Engineering
Tourism demand forecasting using novel hybrid system
Expert Systems with Applications: An International Journal
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Computational intelligence models for image processing and information reasoning
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This paper is a survey of fuzzy set theory applied in cluster analysis. These fuzzy clustering algorithms have been widely studied and applied in a variety of substantive areas. They also become the major techniques in cluster analysis. In this paper, we give a survey of fuzzy clustering in three categories. The first category is the fuzzy clustering based on fuzzy relation. The second one is the fuzzy clustering based on objective function. Finally, we give an overview of a nonparametric classifier. That is the fuzzy generalized k-nearest neighbor rule.