Title :
Development of a neural network building tool for pattern clustering/classification
Author :
Kang, Byoung-Ho ; Bae, Young-Lae J.
Author_Institution :
Artificial Intelligence Div., Syst. Intelligence Div., Taejeon, South Korea
Abstract :
A neural network building tool for pattern clustering/classification is developed. A conventional method, a fuzzy technique, and a neural network method are implemented. New schemes for fast convergence and better classification performances are developed for this tool
Keywords :
graphical user interfaces; learning (artificial intelligence); pattern classification; self-organising feature maps; fast convergence; fuzzy technique; neural network building tool; pattern clustering/classification; Artificial neural networks; Buildings; Clustering algorithms; Convergence; Fuzzy neural networks; Graphical user interfaces; Neural networks; Pattern clustering; Prototypes; Vector quantization;
Conference_Titel :
Systems, Man, and Cybernetics, 1996., IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-3280-6
DOI :
10.1109/ICSMC.1996.569889
