Double indices-induced FCM clustering and its integration with fuzzy subspace clustering

DOI10.1007/s10044-013-0341-yzbMath1328.62391OpenAlexW3006564191MaRDI QIDQ903113

Jun Wang, Fu-lai Chung, Zhaohong Deng, Shi-Tong Wang

Publication date: 5 January 2016

Published in: PAA. Pattern Analysis and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10044-013-0341-y

zbMATH Keywords

convergencefuzzy clusteringFCMfuzzy subspace clustering algorithm

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10) Multivariate analysis and fuzziness (62H86)

Related Items (1)

A survey on soft subspace clustering

Uses Software

• UCI-ml
• NeNMF

Cites Work

• Incremental subspace learning via non-negative matrix factorization
• Optimal variable weighting for ultrametric and additive trees and \(K\)-means partitioning: Methods and software.
• Alternative c-means clustering algorithms
• Weighting and selection of variables for cluster analysis
• A convergence theorem for the fuzzy subspace clustering (FSC) algorithm
• Enhanced soft subspace clustering integrating within-cluster and between-cluster information
• Efficient Implementation of the Fuzzy c-Means Clustering Algorithms
• A Convergence Theorem for the Fuzzy ISODATA Clustering Algorithms
• NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization
• Logic-oriented fuzzy clustering
• Projected Gradient Methods for Nonnegative Matrix Factorization
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