Classification of protein families and detection of the determinant residues with an improved self-organizing map.
Miguel A. AndradeGeorg CasariChris SanderAlfonso ValenciaPublished in: Biol. Cybern. (1997)
Keyphrases
- self organizing maps
- learning vector quantization
- som neural network
- unsupervised learning
- probabilistic neural network
- protein sequences
- protein classification
- protein structure
- neural network
- pattern recognition
- protein families
- machine learning
- input data
- feature maps
- pattern classification
- region growing
- decision trees
- model selection
- feature vectors
- training data
- feature selection
- data sets
- molecular biology
- support vector machine
- pairwise
- feature space