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Do Smart Adaptive Systems Exist? Best Practice for Selection and Combination of Intelligent Methods /
This book is intended as a reference and a guide summarising and focusing on best practices when using intelligent techniques and building systems requiring a degree of adaptation and intelligence. It is therefore not intended as a collection of the most recent research results but a practical guide...
| Call Number: | Libro Electrónico |
|---|---|
| Corporate Author: | |
| Other Authors: | , , |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2005.
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| Edition: | 1st ed. 2005. |
| Series: | Studies in Fuzziness and Soft Computing,
173 |
| Subjects: | |
| Online Access: | Texto Completo |
Table of Contents:
- Intelligent Systems: Architectures and Perspectives
- Do Smart Adaptive Systems Exist? - Introduction
- Problem Definition - From Applications to Methods
- Problem Definition - From Applications to Methods
- Data Preparation and Preprocessing
- Data Preparation and Preprocessing
- From Methods To Applications
- Artificial Neural Networks
- Machine Learning and Reinforcement Learning
- Fuzzy Expert Systems
- Learning Algorithms for Neuro-Fuzzy Systems
- Hybrid Intelligent Systems: Evolving Intelligence in Hierarchical Layers
- Evolving Connectionist Systems with Evolutionary Self-Optimisatio
- From Applications To Methods
- Monitoring
- Examples of Smart Adaptive Systems in Model-Based Diagnosis
- Design of Adaptive Fuzzy Controllers
- Optimal Design Synthesis of Component-Based Systems Using Intelligent Techniques
- Intelligent Methods in Finance Applications: From Questions to Solutions
- Neuro-Fuzzy Systems for Explaining Data Sets
- Fuzzy Linguistic Data Summaries as a Human Consistent, User Adaptable Solution to Data Mining
- Adaptive Multimedia Retrieval: From Data to User Interaction.