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Data mining with neural networks : solving business problems from application development to decision support / Joseph P. Bigus.

By: Bigus, Joseph PMaterial type: TextTextPublication details: McGraw-Hill, 1996. ISBN: 0070057796Subject(s): Neural networks (Computer science) | Database management | Knowledge acquisition (Expert systems)
Partial contents:
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.
Holdings
Item type Home library Call number Status Date due Barcode Item holds
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves 		006.3 BIG (Browse shelf(Opens below)) Available 4403897069
Total holds: 0

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.

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