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Advanced Data Mining
Techniques
David L. Olson and Dursun Delen
Heidelberg: Springer (2008)
Table of Contents
Part I: Introduction
Chapter 1 Introduction
Chapter 2 Data Mining Processes
Part II: Data Mining Methods as Tools
Chapter 3 Memory Based Reasoning Methods
Chapter 4 Association Rules in Knowledge Discovery
Chapter 5 Fuzzy Data Mining Approaches
Chapter 6 Rough Sets
Chapter 7 Support Vector Machines
Chapter 8 Genetic Algorithm Support to Data Mining
Chapter 9 Performance Evaluation for Predictive Modeling
Part III: Applications
Chapter 10 Business Data Mining Applications