Unsupervised Clustering with the Octave Fuzzy Logic Toolkit
The Octave Fuzzy Logic Toolkit, a free, open-source toolkit for Octave that provides a large subset of the functionality of the MATLAB Fuzzy Logic Toolbox as well as many extensions, has recently been updated to support fuzzy clustering. This paper introduces the fuzzy clustering capabilities of the toolkit and illustrates their use through two examples. Future work will focus on implementing GUI tools and additional advanced fuzzy inference techniques. The Octave Fuzzy Logic Toolkit is shared on Octave-Forge and SourceForge under the GNU GPL.
L. Markowsky and B. E. Segee, "Unsupervised Clustering with the Octave Fuzzy Logic Toolkit," Proceedings of the 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) (2013, Shenyang, China), pp. 201-206, IEEE Computer Society, May 2013.
The definitive version is available at https://doi.org/10.1109/FSKD.2013.6816193
10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) (2013: Jul. 23-25, Shenyang, China)
Keywords and Phrases
Fuzzy clustering; Fuzzy systems; MATLAB; Open source software; Fuzzy inference techniques; Matlab fuzzy logic toolbox; Octave; Open-source; SourceForge; toolbox; toolkit; Unsupervised clustering; Fuzzy logic
International Standard Book Number (ISBN)
Article - Conference proceedings
© 2013 IEEE Computer Society, All rights reserved.
01 May 2013