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Soft Computing in Case Based Reasoning

by Tharam S. Dillon

  • ISBN: 9781852332624
  • ISBN10: 185233262X

Soft Computing in Case Based Reasoning

by Tharam S. Dillon

  • List Price: $99.00
  • Binding: Paperback
  • Publisher: Springer Verlag
  • Publish date: 12/01/2000
  • ISBN: 9781852332624
  • ISBN10: 185233262X
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Description: Preface.-1. A Tutorial on Case-Based Reasoning.-Fuzzy Sets2. On the Notion of Similarity in Case-Based Reasoning and Fuzzy Theory.-3. Formalizing Case-Based Inference Using Fuzzy Rules.-Artificial Neural Networks4. Hybrid Approaches for Integrating Neural Networks and Case-Based Reasoning.-5. Towards Integration of Memory Based Learning and Neural Networks.-Genetic Algorithms6. A Genetic Algorithm and a Growing Cell Structures Approach to Learning Case Retrieval Structures.-7. An Architecture for Hybrid Creative Reasoning.-8. Teacher: A Genetics-Based System for Learning and Generalizing Heuristics.-Neuro-Fuzzy Computing9. Fuzzy Logic-Based Neural Network for Case-Based Reasoning.-10. Case-Based Systems: A Neuro-Fuzzy Method for Selecting Cases.-11. Neural-Fuzzy Approach for Maintaining Case Bases.-12. A Neuro-Fuzzy Methodology for Case Retrieval and an Object-Oriented Case-Schema for Structuring Case Bases and their Application to Fashion Footwear Design.-Applications13. Adaptation of Cases for Case-Based Forecasting with Neural Network Support.-14. Armchair Mission to Mars: Using Case Based Reasoning and Fuzzy Logic to Simulate a Time Series Model of Astronaut Crew.-15. Applications of Soft CBR at General Electric.
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