P2Rank: machine learning based tool for rapid and accurate prediction of ligand binding sites from protein structure.
Radoslav KrivákDavid HokszaPublished in: J. Cheminformatics (2018)
Keyphrases
- data mining techniques
- protein structure
- protein protein
- binding sites
- protein tertiary structure
- machine learning
- experimentally determined
- data mining
- protein sequences
- protein structure prediction
- knowledge discovery
- contact map
- secondary structure
- drug design
- computational biology
- sequence alignment
- molecular biology
- predicting protein
- protein function
- gene expression
- dna sequences
- sequence data
- high accuracy
- amino acid sequences
- transcription factors
- motif discovery
- amino acids
- highly accurate
- protein interaction
- computational approaches
- feature selection
- transcription factor binding sites
- machine learning methods
- natural language processing
- sequence analysis
- microarray
- protein families
- data analysis
- high precision
- information extraction
- dna binding
- nuclear magnetic resonance
- protein protein interactions
- text mining