SOM integrated with CCA for the feature map and classification of complex chemical patterns

Computers and Chemistry

Volumn 25, Issue 6, 2001, Pages 597-605

  Yan, X ^a   Chen, D ^a   Chen, Y ^a   Hu, S ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

Complex chemical pattern; Correlative component analysis; Feature plane map; Pattern classification; Self organizing map

Indexed keywords

CORRELATION THEORY; INDEPENDENT COMPONENT ANALYSIS; PATTERN MATCHING; SELF ORGANIZING MAPS; TOPOLOGY;

CORRELATIVE COMPONENT ANALYSIS (CCA);

CHEMICAL ANALYSIS;

ARTICLE;

EID: 0034740045     PISSN: 00978485     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0097-8485(01)00084-5     Document Type: Article

References (17)

1. Correlative components analysis for pattern classification
2. A pattern classification procedure integrating the multivariate statistical analysis with neural networks
3. A strategy of dimension compressing in pattern classifications and its applications to processing complex chemical information
4. The 'neural' phonetic typewriter
5. Topology conserving mappings for learning motor tasks
6. Extending Kohonen's self-organizing mapping algorithm to learn ballistic movements
7. Topology-conserving maps for learning visuomotor-coordination
8. The topology-preserving map of the group of complex patterns and its application