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ISBN 10: 3540257268
ISBN 13: 978-3540257264
Author: Frank Hoffmann, Mario Köppen, Frank Klawonn, Rajkumar Roy
Part I. Keynote Papers
Chapter 1. Discovery of Fuzzy Temporal Associations in Multiple Data Streams
Part II. Applications of Soft Computing in Traffic and Transportation Systems
Chapter 2. Soft Computing Applications in Traffic and Transport Systems: A Review
Chapter 3. Estimation of Public Transport Trips by Feed Forward Back Propagation Artificial Neural Networks: A Case Study for Istanbul
Chapter 4. Clustering of Activity Patterns Using Genetic Algorithms
Chapter 5. A Mathematical Model for Evaluation of Information Effects in ATIS (Advanced Traveler Information Systems) Environment
Part III. Evolutionary Algorithms I
Chapter 6. Interactive Evolutionary Computation in Identification of Dynamical Systems
Chapter 7. Replacement Strategies to Maintain Useful Diversity in Steady-State Genetic Algorithms
Chapter 8. Hierarchical Modelling of Evolutionary Computation
Chapter 9. An ALife-Inspired Evolutionary Algorithm for Dynamic Multiobjective Optimization Problems
Part IV. Evolutionary Algorithms II
Chapter 10. Optimum Tests Selection for Analog Circuits with the Use of Genetic Algorithm
Chapter 11. Unsupervised Pixel Clustering in Multispectral Images by Genetic Programming
Chapter 12. A Genetic Programming System for Time Series Prediction and Its Application to El Niño Forecast
Chapter 13. Evolutionary Optimization of Parametric Models: The Test Case of Combustion in a Diesel Engine
Part V. Fuzzy Systems and Neural Networks
Chapter 14. Rule Learning and Extraction Using a Hybrid Neural Network: A Case Study on Fault Detection and Diagnosis
Chapter 15. Applying the Potentiality of Using Fuzzy Logic in PID Control Design
Chapter 16. Wavelet Neural Networks and Its Applications in Chaotic Systems Identification
Chapter 17. Fuzzy Specializations and Aggregation Operator Design in Competence-Based Human Resource Selection
Part VI. Data Analysis
Chapter 18. Personalizing Information Services for Mobile Users
Chapter 19. Detecting and Verifying Dissimilar Patterns in Unlabelled Data
Chapter 20. UPoet: A 3D Agent Able to Compose Short Poems
Chapter 21. A Study on the Combination of Evolutionary Algorithms and Stratified Strategies for Training Set Selection in Data Mining
Part VII. Soft Computing for Modeling, Optimization and Information Processing
Chapter 22. Predictive Controller Tuning Using Modified Particle Swarm Optimization Based on Cauchy and Gaussian Distributions
Chapter 23. A Realistic Information Retrieval Environment to Validate a Multiobjective GA-P Algorithm for Learning Fuzzy Queries
Chapter 24. Evolutionary Learning of a Fuzzy Controller for Mobile Robotics
Chapter 25. Genetic Algorithm in Process Optimisation Problems
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Tags: Frank Hoffmann, Mario Köppen, Frank Klawonn, Computing
