A genetic algorithm based approach for systematic SOM clustering of directory metadata.
Lei LiVijay K. VaishnaviArt VandenbergPublished in: GrC (2006)
Keyphrases
- metadata
- self organizing maps
- genetic algorithm
- k means
- neural network
- kohonen self organizing map
- unsupervised learning
- clustering algorithm
- cluster analysis
- kohonen self organizing maps
- neural gas
- clustering method
- digital libraries
- spectral clustering
- fuzzy logic
- categorical data
- metaheuristic
- multi objective
- hierarchical clustering
- information resources
- competitive learning
- expectation maximization
- fitness function
- multimedia
- input data
- learning objects
- metadata management
- database
- learning process
- topology preserving
- supervised learning
- fuzzy clustering
- data clustering
- learning resources
- artificial neural networks