Foundations of Rule Learning

By Draqan Gamberger, Johannes Furnkranz, Nada Lavrac, et al.

Book Overview

Part I. Introduction to Rule Learning.- Machine Learning and Data Mining.- Propositional Rule Learning.- Relational Rule Learning.- Part II. Elements of Rule Learning.- Formal Framework for Rule Analysis.- Features.- Heuristics.- Pruning of Rules and Rule Sets.- Survey of Classification Rule Learning Systems Through the Analysis of Rule Learning Elements Used.- Part III. Selected Topics in Predictive Induction.- Part IV Selected Techniques and Applications.

• Format: Hardcover
• Language: English
• ISBN: 3540751963
• ISBN13: 9783540751960
• Release Date: November 2012
• Publisher: Springer
• Length: 334 Pages
• Weight: 1.48 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"