Data mining with neural networks : solving business problems from application development to decision support / Joseph P. Bigus.
Material type: TextPublication details: McGraw-Hill, 1996.ISBN:- 0070057796
Item type | Home library | Call number | Status | Date due | Barcode | Item holds | |
---|---|---|---|---|---|---|---|
Two Week Loan | College Lane Learning Resources Centre Main Shelves | 006.3 BIG (Browse shelf(Opens below)) | Available | 4403897069 |
Enhanced descriptions from Syndetics:
Includes bibliographical references and index.
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.