Analysis of relationship between amino acid composition of proteins and environmental features of microorganisms using evolutionary algorithm and self-organizing maps.
Maciej SobczynskiPawel MackiewiczPublished in: GECCO (Companion) (2013)
Keyphrases
- self organizing maps
- evolutionary algorithm
- visualization methods
- amino acid composition
- data sets
- machine learning
- genetic algorithm
- protein sequences
- input data
- extracted features
- computational methods
- unsupervised learning
- maximum likelihood
- feature set
- reinforcement learning
- feature extraction
- learning algorithm
- neural network