A Validity Measure for Fuzzy Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
A new cluster validity index for the fuzzy c-mean
Pattern Recognition Letters
ACM Computing Surveys (CSUR)
Pattern Recognition with Fuzzy Objective Function Algorithms
Pattern Recognition with Fuzzy Objective Function Algorithms
Fuzzy Models and Algorithms for Pattern Recognition and Image Processing
Fuzzy Models and Algorithms for Pattern Recognition and Image Processing
Hierarchical partition of nonstructured concurrent systems
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Some new indexes of cluster validity
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Validity-guided (re)clustering with applications to image segmentation
IEEE Transactions on Fuzzy Systems
On cluster validity for the fuzzy c-means model
IEEE Transactions on Fuzzy Systems
A novel initialization scheme for the fuzzy c-means algorithm for color clustering
Pattern Recognition Letters
A cluster validation index for GK cluster analysis based on relative degree of sharing
Information Sciences—Informatics and Computer Science: An International Journal
Robust centroids using fuzzy clustering with feature partitions
Pattern Recognition Letters
New indices for cluster validity assessment
Pattern Recognition Letters
Minimum sum-squared residue for fuzzy co-clustering
Intelligent Data Analysis
Fuzzy Bayesian validation for cluster analysis of yeast cell-cycle data
Pattern Recognition
Validation criteria for enhanced fuzzy clustering
Pattern Recognition Letters
A density-based cluster validity approach using multi-representatives
Pattern Recognition Letters
Evolutionary fuzzy cluster analysis with Bayesian validation of gene expression profiles
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Evolutionary computation in bioinformatics
A type-2 fuzzy rule-based expert system model for stock price analysis
Expert Systems with Applications: An International Journal
A new point symmetry based fuzzy genetic clustering technique for automatic evolution of clusters
Information Sciences: an International Journal
Separation index and partial membership for clustering
Computational Statistics & Data Analysis
Quality indices for (practical) clustering evaluation
Intelligent Data Analysis
A cluster validity index for fuzzy clustering
Fuzzy Sets and Systems
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
Bayesian validation of fuzzy clustering for analysis of yeast cell cycle data
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
Fuzzy Cluster Validation Based on Fuzzy PCA-Guided Procedure
International Journal of Fuzzy System Applications
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A new cluster validity index is proposed for fuzzy partitions obtained from Fuzzy C-Means algorithm. The proposed validity index exploits an inter-cluster proximity between fuzzy clusters. The inter-cluster proximity is used to measure the degree of overlap between clusters. A low proximity value indicates well-partitioned clusters. The best fuzzy c-partition is obtained by minimizing the inter-cluster proximity with respect to c. Well-known data sets are tested to show the effectiveness and reliability of the proposed index.