Ebook: Data mining with neural networks : solving business problems--from application development to decision support

You're no idiot, of course. You take your vitamins every day, pick the low-fat muffin over its sinful twin, and even muster up just enough energy to take an occasional brisk walk. But when it comes to figuring out how to incorporate the five food groups into your diet and stay on a realistic exercise program for life, you feel like you're trying to solve a mystery without any clues. Don't give up yet! The Complete Idiot's Guide to Eating Smart provides you with everything you need to know about eating healthy and staying fit--a nutrition tune-up for life! Feel confident about deciphering nutrition labels going to the grocery store and restaurants, and managing your weight. In this Complete Idiot's Guide, you get 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