Title :
Unsupervised clustering with the Octave Fuzzy Logic Toolkit
Author :
Markowsky, Linda ; Segee, Bruce
Author_Institution :
Sch. of Comput. & Inf. Sci., Univ. of Maine, Orono, ME, USA
Abstract :
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.
Keywords :
fuzzy logic; fuzzy reasoning; graphical user interfaces; pattern clustering; public domain software; GNU GPL; GUI tools; MATLAB fuzzy logic toolbox; Octave-Forge; SourceForge; advanced fuzzy inference techniques; fuzzy clustering capability; octave fuzzy logic toolkit; open-source toolkit; unsupervised clustering; Clustering algorithms; Entropy; Fuzzy logic; Indexes; Linear programming; Partitioning algorithms; Vectors; MATLAB; Octave; fuzzy clustering; toolbox; toolkit;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2013 10th International Conference on
Conference_Location :
Shenyang
DOI :
10.1109/FSKD.2013.6816193
