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S-SOFM Toolbox

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important script information
company name:
Alexandros Leontitsis
license: Free
minimum requirements: MATLAB 7 (R14
functional limitations:
S-SOFM Toolbox description
The Spherical Self-Organizing Feature Maps is a contemporary technique for data clustering and visualization.The main advantages they offer are the following:1. Smooth training2. Implementation in arbitrary dimension without additional computational cost.3. Data visualization in arbitrary dimensionsThis toolbox contains a set of functions and a GUI which can be used to create glyphs from spherical Self-Organizing Feature Maps (SOFMs). It is freely distributable for educational and research purposes.Example:% loads the data to be visualizedload henon-1024-4.mat%loads the S-SOFM structureload c4-24.mat%trains the S-SOFM[w,g,r]=trainGlyph(P,X,C,0.5,20,'plot');% plots the S-SOFMglyph(X,r);
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version 1.0
size in Kb 6,328
popularity   
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user rating 0/10
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