Classifying Protein-Protein Binding Affinity with Free-Energy Calculations and Machine Learning Approaches.
Emma Goulard Coderc de LacamBenoît RouxChristophe ChipotPublished in: J. Chem. Inf. Model. (2024)
Keyphrases
- machine learning approaches
- free energy
- protein protein
- protein protein interactions
- computational methods
- protein sequences
- interaction networks
- machine learning methods
- machine learning algorithms
- belief propagation
- high throughput
- upper bound
- machine learning
- binding sites
- competitive learning
- fixed point
- posterior distribution
- protein complexes
- protein function
- protein structure
- pairwise
- approximate inference
- data mining methods
- learning algorithm
- biological networks
- latent variables
- feature selection