Produktnummer:
189de3f8d5d1e54c7d80ee355132461846
| Themengebiete: | Algorithmic Learning Data Analysis Data Mining Inductive Logic Programming Knowledge Discovery Knowledge Processing Machine Learning Multi-Relational Data classification database |
|---|---|
| Veröffentlichungsdatum: | 15.12.2010 |
| EAN: | 9783642076046 |
| Sprache: | Englisch |
| Seitenzahl: | 398 |
| Produktart: | Kartoniert / Broschiert |
| Herausgeber: | Dzeroski, Saso Lavrac, Nada |
| Verlag: | Springer Berlin |
Produktinformationen "Relational Data Mining"
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.
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