نتایج جستجو برای: fuzzy c means clustering algorithms

تعداد نتایج: 1808735  

Journal: :ICST Transactions on Scalable Information Systems 2018

Journal: :Indian Journal of Science and Technology 2016

Journal: :Research Journal of Applied Sciences, Engineering and Technology 2013

Journal: :IEEE Transactions on Fuzzy Systems 2021

Like k-means and Gaussian mixture model (GMM), fuzzy c-means (FCM) with soft partition has also become a popular clustering algorithm still is extensively studied. However, these algorithms their variants suffer from some difficulties such as determination of the optimal number clusters which key factor for quality. A common approach overcoming this difficulty to use trial-and-validation strate...

2010
S. Vidyavathi

Data mining technology has emerged as a means for identifying patterns and trends from large quantities of data. Clustering is a primary data description method in data mining which group’s most similar data. The data clustering is an important problem in a wide variety of fields. Including data mining, pattern recognition, and bioinformatics. It aims to organize a collection of data items into...

2014
Myung-Won Lee Keun-Chang Kwak

In this paper, we propose a Context-based Gustafson-Kessel (CGK) clustering that builds Information Granulation (IG) in the form of fuzzy set. The fundamental idea of this clustering is based on Conditional Fuzzy C-Means (CFCM) clustering introduced by Pedrycz. The proposed clustering develops clusters preserving homogeneity of the clustered patterns associated with the input and output space. ...

Journal: :EURASIP Journal on Advances in Signal Processing 2011

نمودار تعداد نتایج جستجو در هر سال

با کلیک روی نمودار نتایج را به سال انتشار فیلتر کنید