PharML.Bind: Pharmacologic Machine Learning for Protein-Ligand Interactions.
Aaron D. VoseJacob BalmaDamon FarnsworthKaylie AndersonYuri K. PetersonPublished in: CoRR (2019)
Keyphrases
- protein protein
- machine learning
- protein protein interactions
- computational methods
- protein sequences
- interaction networks
- drug design
- predicting protein
- protein interaction
- protein function
- computational biology
- protein structure
- virtual screening
- binding sites
- high throughput
- protein complexes
- machine learning methods
- drug discovery
- statistical methods
- cellular processes
- pattern recognition
- protein structure prediction
- computer vision
- machine learning algorithms
- data mining
- knowledge acquisition
- learning systems
- protein classification
- inductive logic programming
- knowledge representation
- learning algorithm
- computer science
- mass spectrometry
- decision trees
- reinforcement learning
- learning tasks
- support vector machine
- dna sequences
- amino acids
- computational tools
- information extraction
- secondary structure
- explanation based learning
- molecular biology