Impact of Exponent Parameter Value for the Partition Matrix on the Performance of Fuzzy C Means Algorithm

• Published in: arXiv.org
• Main Authors: Dibya Jyoti Bora, Gupta, Anil Kumar
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 16.06.2014
• Subjects: Algorithms; Clustering; Fuzzy logic; Matrix partitioning; Parameters

Soft Clustering plays a very important rule on clustering real world data where a data item contributes to more than one cluster. Fuzzy logic based algorithms are always suitable for performing soft clustering tasks. Fuzzy C Means (FCM) algorithm is a very popular fuzzy logic based algorithm. In cas...