نتایج جستجو برای: fuzzy c means algorithm

تعداد نتایج: 2110543  

Journal: :Journal of the Korea Society of Computer and Information 2012

Journal: :International Journal of Interactive Multimedia and Artificial Intelligence 2012

This paper presents an efficient hybrid method, namely fuzzy particleswarm optimization (FPSO) and fuzzy c-means (FCM) algorithms, to solve the fuzzyclustering problem, especially for large sizes. When the problem becomes large, theFCM algorithm may result in uneven distribution of data, making it difficult to findan optimal solution in reasonable amount of time. The PSO algorithm does find ago...

Journal: :Applied sciences 2023

Nowadays, most fuzzy clustering algorithms are sensitive to the initialization results of and have a weak ability handle high-dimensional data. To solve these problems, we developed viewpoint-driven subspace c-means (VSFCM) algorithm. Firstly, propose new cut-off distance. Based on this, establish distance-induced (CDCI) method use it as strategy for cluster center viewpoint selection. Secondly...

Journal: :Journal of Japan Society for Fuzzy Theory and Systems 1997

Journal: :TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES 2013

Journal: :International Journal of Computer Applications 2012

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