Boosted ARTMAP: Modifications to fuzzy ARTMAP motivated by boosting theory

Keyphrases

• Adaptive Resonance Theory Predictive Mapping (ARTMAP) 100%
• Fuzzy ARTMAP 100%
• Structural Risk Minimization 57%
• Learning Algorithm 28%
• Overfitting 28%
• Neural Network Architecture 28%
• Generalization Performance 28%
• Training Error 28%
• Fuzzy ART 28%
• Parameter Values 14%
• Neural Network 14%
• Online Learning 14%
• Training Data 14%
• Learning Classifiers 14%
• Online Learners 14%
• Machine Learning Framework 14%
• Parameter Tuning 14%
• Noisy Environment 14%
• Learning Problems 14%
• Generalization Error 14%
• Boosting Algorithm 14%
• Empirical Risk Minimization 14%
• Fuzzy ARTMAP Neural Network 14%
• Zero-training 14%

Computer Science

• Risk Minimization 100%
• Learning Algorithm 40%
• Neural Network Architecture 40%
• Generalization Performance 40%
• Training Error 40%
• Parameter Value 20%
• Neural Network 20%
• Learning Framework 20%
• Training Data 20%
• Noisy Environment 20%
• Spatial Extent 20%
• Learning Problem 20%
• Generalization Error 20%
• Boosting Algorithms 20%
• Machine Learning 20%
• Learning System 20%
• Electronic Learning 20%