Data mining. Practical machine learning tools and techniques. 2nd ed. (English) Zbl 1076.68555
Amsterdam: Elsevier; San Francisco, CA: Morgan Kaufmann (ISBN 0-12-088407-0/pbk). xxxi, 535 p. (2005).
The book is a major revision of the first edition that appeared in 1999. While the basic core remains the same, it has been updated to reflect the changes that have taken place over five years, and now has nearly double the references. The highlights for the new edition include thirty new technique sections; an enhanced Weka machine learning workbench, which now features an interactive interface; comprehensive information on neural networks; a new section on Bayesian networks; plus much more.
For a review of the first German edition see Zbl 0966.68071.
For a review of the first German edition see Zbl 0966.68071.
MSC:
68T05 | Learning and adaptive systems in artificial intelligence |
68P15 | Database theory |
68-01 | Introductory exposition (textbooks, tutorial papers, etc.) pertaining to computer science |