Multi-Objective Machine Learning

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Feature Selection Using Rough Sets
3. Altmetric Badge
   Chapter 2 Multi-Objective Clustering and Cluster Validation
4. Altmetric Badge
   Chapter 3 Feature Selection for Ensembles Using the Multi-Objective Optimization Approach
5. Altmetric Badge
   Chapter 4 Feature Extraction Using Multi-Objective Genetic Programming
6. Altmetric Badge
   Chapter 5 Multi-Objective Machine Learning
7. Altmetric Badge
   Chapter 6 Regularization for Parameter Identification Using Multi-Objective Optimization
8. Altmetric Badge
   Chapter 7 Multi-Objective Algorithms for Neural Networks Learning
9. Altmetric Badge
   Chapter 8 Generating Support Vector Machines Using Multi-Objective Optimization and Goal Programming
10. Altmetric Badge
    Chapter 9 Multi-Objective Optimization of Support Vector Machines
11. Altmetric Badge
    Chapter 10 Multi-Objective Evolutionary Algorithm for Radial Basis Function Neural Network Design
12. Altmetric Badge
    Chapter 11 Minimizing Structural Risk on Decision Tree Classification
13. Altmetric Badge
    Chapter 12 Multi-objective Learning Classifier Systems
14. Altmetric Badge
    Chapter 13 Simultaneous Generation of Accurate and Interpretable Neural Network Classifiers
15. Altmetric Badge
    Chapter 14 GA-Based Pareto Optimization for Rule Extraction from Neural Networks
16. Altmetric Badge
    Chapter 15 Agent Based Multi-Objective Approach to Generating Interpretable Fuzzy Systems
17. Altmetric Badge
    Chapter 16 Multi-objective Evolutionary Algorithm for Temporal Linguistic Rule Extraction
18. Altmetric Badge
    Chapter 17 Multiple Objective Learning for Constructing Interpretable Takagi-Sugeno Fuzzy Model
19. Altmetric Badge
    Chapter 18 Multi-Objective Machine Learning
20. Altmetric Badge
    Chapter 19 Trade-Off Between Diversity and Accuracy in Ensemble Generation
21. Altmetric Badge
    Chapter 20 Cooperative Coevolution of Neural Networks and Ensembles of Neural Networks
22. Altmetric Badge
    Chapter 21 Multi-Objective Structure Selection for RBF Networks and Its Application to Nonlinear System Identification
23. Altmetric Badge
    Chapter 22 Fuzzy Ensemble Design through Multi-Objective Fuzzy Rule Selection
24. Altmetric Badge
    Chapter 23 Multi-Objective Machine Learning
25. Altmetric Badge
    Chapter 24 Multi-Objective Design of Neuro-Fuzzy Controllers for Robot Behavior Coordination
26. Altmetric Badge
    Chapter 25 Fuzzy Tuning for the Docking Maneuver Controller of an Automated Guided Vehicle
27. Altmetric Badge
    Chapter 26 A Multi-Objective Genetic Algorithm for Learning Linguistic Persistent Queries in Text Retrieval Environments
28. Altmetric Badge
    Chapter 27 Multi-Objective Neural Network Optimization for Visual Object Detection