DocumentCode
2110100
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
fYear
2013
fDate
23-25 July 2013
Firstpage
201
Lastpage
206
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery (FSKD), 2013 10th International Conference on
Conference_Location
Shenyang
Type
conf
DOI
10.1109/FSKD.2013.6816193
Filename
6816193
Link To Document