Relational Data Mining
Author | : Saso Dzeroski |
Publisher | : Springer Science & Business Media |
Total Pages | : 422 |
Release | : 2001-08 |
ISBN-10 | : 3540422897 |
ISBN-13 | : 9783540422891 |
Rating | : 4/5 (97 Downloads) |
Book excerpt: As the first book devoted to relational data mining, this coherently written multi-author monograph provides a thorough introduction and systematic overview of the area. The first part introduces the reader to the basics and principles of classical knowledge discovery in databases and inductive logic programming; subsequent chapters by leading experts assess the techniques in relational data mining in a principled and comprehensive way; finally, three chapters deal with advanced applications in various fields and refer the reader to resources for relational data mining. This book will become a valuable source of reference for R&D professionals active in relational data mining. Students as well as IT professionals and ambitioned practitioners interested in learning about relational data mining will appreciate the book as a useful text and gentle introduction to this exciting new field.