Principles of Data Mining and Knowledge Discovery: 5th European Conference, PKDD 2001, Freiburg, Germany, September 3-5, 2001 Proceedings (Lecture ... / Lecture Notes in Artificial Intelligence) [Paperback]

Book Description

Publication Date: October 2, 2001 | ISBN-10: 3540425349 | ISBN-13: 978-3540425342 | Edition: 1

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.

Product Details

• Paperback: 528 pages
• Publisher: Springer; 1 edition (October 2, 2001)
• Language: English
• ISBN-10: 3540425349
• ISBN-13: 978-3540425342
• Product Dimensions: 8.7 x 6 x 0.8 inches
• Shipping Weight: 1 pounds (View shipping rates and policies)
• Amazon Best Sellers Rank: #5,460,719 in Books (See Top 100 in Books)