Principles of Data Mining and Knowledge Discovery

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Principles of Data Mining and Knowledge Discovery is written by Djamel A. Zighed and published by Springer. It's available with International Standard Book Number or ISBN identification 3540453725 (ISBN 10) and 9783540453727 (ISBN 13).

This book constitutes the refereed proceedings of the 4th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD 2000, held in Lyon, France in September 2000. The 86 revised papers included in the book correspond to the 29 oral presentations and 57 posters presented at the conference. They were carefully reviewed and selected from 147 submissions. The book offers topical sections on new directions, rules and trees, databases and reward-based learning, classification, association rules and exceptions, instance-based discovery, clustering, and time series analysis.