Data Mining With Neural Networks : Solving Business Problems from Application Development to Decision Support

Joseph P. Bigus

Table of Contents

Acknowledgments
Introduction
Ch. 1. Introduction to Data Mining
Ch. 2. Introduction to Neural Networks
Ch. 3. Data Preparation
Ch. 4. Neural Network Models and Architectures
Ch. 5. Training and Testing Neural Networks
Ch. 6. Analyzing Neural Networks for Decision Support
Ch. 7. Deploying Neural Network Applications
Ch. 8. Intelligent Agents and Automated Data Mining
Ch. 9. Market Segmentation
Ch. 10. Real Estate Pricing Model
Ch. 11. Customer Ranking Model
Ch. 12. Sales Forecasting
Appendix A. IBM Neural Network Utility
Appendix B. Fuzzy Logic
Appendix C. Genetic Algorithms
Glossary
Bibliography
Index
About the Author