Computational Intelligence Paradigms: Innovative Applications

Book Overview

An Introduction to Computational Intelligence Paradigms.- A Quest for Adaptable and Interpretable Architectures of Computational Intelligence.- MembershipMap: A Data Transformation for Knowledge Discovery Based on Granulation and Fuzzy Membership Aggregation.- Advanced Developments and Applications of the Fuzzy ARTMAP Neural Network in Pattern Classification.- Large Margin Methods for Structured Output Prediction.- Ensemble MLP Classifier Design.- Functional Principal Points and Functional Cluster Analysis.- Clustering with Size Constraints.- Cluster Validating Techniques in the Presence of Duplicates.- Fuzzy Blocking Regression Models.- Support Vector Machines and Features for Environment Perception in Mobile Robotics.- Linkage Analysis in Genetic Algorithms.

• Format: Paperback
• Language: English
• ISBN: 3642098398
• ISBN13: 9783642098390
• Release Date: November 2010
• Publisher: Springer
• Length: 281 Pages
• Weight: 0.91 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"