Rule extraction using a novel gradient-based method and data dimensionality reduction

Proceedings of the International Joint Conference on Neural Networks

Volumn 2, Issue , 2002, Pages 1275-1280

  Fu, Xiuju ^a   Wang, Lipo ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; FUNCTIONS; ITERATIVE METHODS; PROBABILITY;

DATA DIMENSIONALITY REDUCTION; GRADIENT-BASED RULE-EXTRACTION METHOD; KERNEL FUNCTION; LINEAR LEAST SQUARE METHOD; SEPARABILITY-CORRELATION MEASURE;

RADIAL BASIS FUNCTION NETWORKS;

EID: 0036079842     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Constraining the MLP power of expression to facilitate symbolic rule extraction
2. Rule extraction from neural networks: Modified RX algorithm
3. Generating fuzzy if-then rules from trained neural networks: Linguistic analysis of neural networks
4. Effective data mining using neural networks
5. Knowledge extraction from radial basis function networks and multilayer perceptrons
6. Knowledge extraction and insertion from radial basis function networks
7. Extracting M-of-N rules from trained neural networks