Fuzzy c-means clustering with conditional probability based K–L information regularization

DOI10.1080/00949655.2021.1906243OpenAlexW3141778899MaRDI QIDQ3389676

Jiang-She Zhang, Junmin Liu, Ouafa Amira

Publication date: 23 March 2022

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2021.1906243

zbMATH Keywords

regularizationconditional probabilityGaussian mixture modelsfuzzy c-meansK-L information

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• UCI-ml
• PRMLT

Cites Work

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• Relative entropy fuzzy \(c\)-means clustering
• An adaptive unsupervised approach toward pixel clustering and color image segmentation
• Matching theory
• Estimating the dimension of a model
• Gaussian clustering method based on maximum-fuzzy-entropy interpretation
• Entropy and Information Theory
• A generalized possibilistic approach to shell clustering of template-based shapes
• Fuzzy C-Means Clustering With Local Information and Kernel Metric for Image Segmentation
• Fuzzy sets
• Data Clustering: Theory, Algorithms, and Applications
• A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters

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