Advanced Data Mining Techniques by David L. Olson and Dursun Delen

Tables of Contents
Part I INTRODUCTION
1 Introduction
2 Data Mining Process
Part II DATA MINING METHODS AS TOOLS
3 Memory-Based Reasoning Methods
4 Association Rules in Knowledge Discovery
5 Fuzzy Sets in Data Mining
6 Rough Sets
7 Support Vector Machines
8 Genetic Algorithm Support to Data Mining
9 Performance Evaluation for Predictive Modeling
Part III APPLICATIONS
10 Applications of Methods