Advantages of using fuzzy class memberships in self-organizing map and support vector machines

Proceedings of the International Joint Conference on Neural Networks

Volumn 3, Issue , 2001, Pages 1886-1890

  Sohn, S ^a   Dagli, C H ^a  

^a Architectural and Environmental Engineering   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONFORMAL MAPPING; FUZZY SETS; LEARNING ALGORITHMS; LEARNING SYSTEMS; MATHEMATICAL TRANSFORMATIONS; MEMBERSHIP FUNCTIONS; TOPOLOGY;

FUZZY CLASS MEMBERSHIPS; SUPPORT VECTOR MACHINES;

SELF ORGANIZING MAPS;

EID: 0034867441     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. A fuzzy K-nearest neighbor algorithm
2. Fuzzy sets
3. Self-organizing map with fuzzy class memberships
4. Exploration of very large databases by self-organizing maps
5. Self-organized formation of topologically correct feature maps
6. A tutorial on support vector machines for pattern recognition