Description:
Bridging the gap between exploratory data analysis and computer-assisted (knowledge-based) reasoning, this book offers a comprehensive introduction to the methodology of cluster analysis. Covers the problems related to cluster tendency and cluster validity. Includes a detailed explanation of the concept of fuzzy sets and fuzzy logic in cluster analysis. Provides a diskette with the software package EDAPLUS, with the algorithms presented in the text and the computer-assisted reasoning as discussed. For researchers in the field of application oriented approaches in industrial pattern recognition and applied AI- software engineering.
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