Prediction of protein-peptide-binding amino acid residues regions using machine learning algorithms.
Shima ShafieeAbdolhossein FathiPublished in: CSICC (2021)
Keyphrases
- machine learning algorithms
- amino acid residues
- amino acids
- protein structure
- amino acid sequences
- mhc class ii
- benchmark data sets
- learning algorithm
- protein sequences
- machine learning
- machine learning methods
- protein structure prediction
- protein function
- dna sequences
- decision trees
- transcription factor binding sites
- secondary structure
- molecular biology
- machine learning models
- sequence alignment
- binding peptides
- machine learning approaches
- prediction accuracy
- tandem mass spectra
- protein folding
- sequence analysis
- statistical machine learning
- knowledge discovery
- standard machine learning algorithms
- protein classification
- computational biology