Fuzzy Supervised Self-Organizing Map for Semi-supervised Vector Quantization.
Marika KästnerThomas VillmannPublished in: ICAISC (1) (2012)
Keyphrases
- vector quantization
- self organizing maps
- semi supervised
- unsupervised learning
- neural gas
- image compression
- supervised learning
- vector quantizer
- pairwise
- active learning
- fuzzy logic
- distortion measure
- fuzzy sets
- som neural network
- neural network
- competitive learning
- codebook generation
- feature maps
- input data
- reduced complexity
- membership functions
- growing self organizing map
- successive approximation
- fuzzy clustering
- manifold learning
- data clustering
- fuzzy rules
- codebook design
- fuzzy neural network
- cluster analysis
- k means
- artificial neural networks
- training set
- feature extraction
- finite state vector quantization
- image processing