Predicting protein-ligand binding specificity based on ensemble clustering.
Ziyi GuoBrian Yuan ChenPublished in: BIBM (2015)
Keyphrases
- predicting protein
- ensemble clustering
- protein protein
- secondary structure
- supervised learning
- protein protein interactions
- data clustering
- matrix completion
- protein interaction
- consensus clustering
- protein function
- protein interaction networks
- high throughput
- training data
- clustering algorithm
- k means
- protein complexes
- amino acids
- binding sites
- active learning
- machine learning
- biological data
- dimensionality reduction
- information extraction