Abstract :
This paper describes an on-line interactive graphics system which has been designed to solve the problems of pattern analysis and pattern classification. A wide variety of both classical and unique mathematical algorithms, along with their graphic system implementation, are discussed. A discussion of an application of the system to the handprinted character recognition problem is included.
Keywords :
Artificial intelligence, clustering, dimensionality reduction, graphic systems, interactive, multivariate data analysis, nonparametric, on-line systems, pattern recognition.; Character recognition; Clustering algorithms; Computer graphics; Data analysis; Data mining; Feature extraction; Logic design; Pattern analysis; Pattern classification; Pattern recognition; Artificial intelligence, clustering, dimensionality reduction, graphic systems, interactive, multivariate data analysis, nonparametric, on-line systems, pattern recognition.;
