Computational Intelligence Paradigms: Innovative Applications (Paperback) (ISBN-13: 9783642098390)

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.

Author: Mika Sato-ILIC
ISBN-10: 3642098398
ISBN-13: 9783642098390
Publisher: Springer
Language: English
Published: 11/30/2010
Pages: 281
Format: Paperback
Weight: 0.91lbs
Size: 9.21h x 6.14w x 0.61d