Clustering with fuzzy supervised algorithm

In GK-algorithm, modified Mahalanobis distance with preserved volume was used. However, the added fuzzy covariance matrices in their distance measure were not directly derived from the objective function. A Fuzzy C-Means algorithm based on Mahalanobis distance (FCM-M) was proposed to improve those l...

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Bibliographic Details
Main Authors: Yih Fong-Jhu, Lin Yuan-Horng, Yih Jeng-Ming
Format: Article
Language:English
Published: EDP Sciences 2017-01-01
Series:MATEC Web of Conferences
Online Access:https://doi.org/10.1051/matecconf/201711901007