Prediction of protein stability changes upon one-point mutations using machine learning.
Frantisek MalinkaPublished in: RACS (2015)
Keyphrases
- machine learning
- protein secondary structure
- protein secondary structure prediction
- subcellular localization
- contact map
- prediction accuracy
- recursive neural networks
- protein structure prediction
- predicting protein
- protein interaction
- machine learning methods
- protein classification
- drug design
- protein structure
- machine learning algorithms
- decision trees
- protein tertiary structure
- protein homology
- prediction model
- computational biology
- text classification
- natural language processing
- contact maps
- data mining
- supervised learning
- information extraction
- feature selection
- computer vision
- neural network
- protein interaction data
- gene prediction
- reinforcement learning
- physico chemical
- protein chains