Safe-μARTMAP: A new solution for reducing category proliferation in Fuzzy ARTMAP

Proceedings of the International Joint Conference on Neural Networks

Volumn 2, Issue , 2001, Pages 1197-1202

  Gomez Sanchez E ^a   Dimitriadis, Y A ^a   Cano Izquierdo, J M ^a   Lopez Coronado J ^a  

^a UNIVERSITY OF VALLADOLID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

CONFORMAL MAPPING; FUZZY SETS; LEARNING SYSTEMS; PATTERN RECOGNITION;

CATEGORY PROLIFERATION; STABILITY PLASTICITY;

NEURAL NETWORKS;

EID: 0034863087     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps
2. Rule extraction: From neural architecture to symbolic representation
3. Order of search in Fuzzy ART and Fuzzy ARTMAP: Effect of the choice parameter
4. Properties of learning in ARTMAP
5. MicroARTMAP: Use of mutual information for category reduction in Fuzzy ARTMAP
6. μARTMAP: Use of mutual information for category reduction in Fuzzy ARTMAP
7. Fuzzy ART properties
8. UCI repository of machine learning databases
9. Gaussian ARTMAP: A neural network for fast incremental learning of noisy multidimensional maps