Rademacher penalization applied to Fuzzy ARTMAP and Boosted ARTMAP

Proceedings of the International Joint Conference on Neural Networks

Volumn 2, Issue , 2001, Pages 1191-1196

  Verzi, S J ^a   Heileman, G L ^a   Georgiopoulos, M ^a   Healy, M J ^a  

^a University of New Mexico   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; ERRORS; FUZZY SETS; LEARNING SYSTEMS; RISK MANAGEMENT; STATISTICAL METHODS;

RADEMACHER PENALIZATION; STRUCTURAL RISK MINIMIZATION;

NEURAL NETWORKS;

EID: 0034869346     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system
2. Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps
3. On the uniform convergence of relative frequencies of events to their probabilities
4. Rademacher penalties and structural risk minimization
5. Model selection using rademacher penalties
6. ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network
7. Properties of learning in ARTMAP
8. Boosting the performance of ARTMAP
9. Boosted ARTMAP
10. A modified fuzzy ARTMAP architecture for the approximation of noisy mappings
11. ART-EMAP: A neural network architecture for object recognition by evidence accumulation
12. ARTMAP-IC and medical diagnosis: Instance counting and inconsistent cases
13. Distributed ARTMAP: A neural network for fast distributed supervised learning
14. Gaussian ARTMAP: A neural network for fast incremental learning of noisy multidimensional maps
15. MicroARTMAP: Use of mutual information for category reduction in Fuzzy ARTMAP
16. μARTMAP: Use of mutual information for category reduction in Fuzzy ARTMAP
17. Hierarchical ARTMAP