Lecture Notes in Computer Science: 5th European Conference, PKDD 2001, Freiburg, Germany, September 3-5, 2001 Proceedings

Raedt, Luc de; Siebes, Arno

This book constitutes the refereed proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery, PKDD 2001, held in Freiburg, Germany, in September 2001.
The 40 revised full papers presented together with four invited contributions were carefully reviewed and selected from close to 100 submissions. Among the topics addressed are hidden Markov models, text summarization, supervised learning, unsupervised learning, demographic data analysis, phenotype data mining, spatio-temporal clustering, Web-usage analysis, association rules, clustering algorithms, time series analysis, rule discovery, text categorization, self-organizing maps, filtering, reinforcemant learning, support vector machines, visual data mining, and machine learning.

Details

Published by: Springer

Publication Date: 2001-08-23

Format: Paperback

ISBN-13: 9783540425342

DOI: 10.1007/3-540-44794-6

Dimensions: 235cm x155cm

Pages: 514