Smoothly distributed fuzzy \(c\)-means: A new self-organizing map

DOI10.1016/S0031-3203(00)00167-9zbMath0991.68080MaRDI QIDQ5953130

José-María Carazo, R. D. Pascual-Marqui, A. D. Pascual-Montano, K. Kochi

Publication date: 14 January 2002

Published in: Pattern Recognition (Search for Journal in Brave)

zbMATH Keywords

self-organizing map algorithm

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

Related Items (6)

Relational Fuzzy Self-Organizing Maps for Cluster Visualization and Summarization ⋮ Optimization problems in electron microscopy of single particles ⋮ Topology Preservation in Fuzzy Self-Organizing Maps ⋮ Piecewise-linear approximation of non-linear models based on probabilistically/possibilistically interpreted intervals' numbers (INs) ⋮ 3D head model retrieval in kernel feature space using HSOM ⋮ Fuzzy System Methods in Modeling Gene Expression and Analyzing Protein Networks

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• Theoretical aspects of the SOM algorithm
• Self-organizing maps: Generalizations and new optimization techniques
• Developments of the generative topographic mapping
• Clustering properties of hierarchical self-organizing maps
• A Bayesian Analysis of Self-Organizing Maps

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