DTI-Voodoo: machine learning over interaction networks and ontology-based background knowledge predicts drug-target interactions.
Tilman HinnerichsRobert HoehndorfPublished in: Bioinform. (2021)
Keyphrases
- background knowledge
- interaction networks
- inductive logic programming
- machine learning
- domain knowledge
- systems biology
- biological processes
- logic programs
- gene regulatory networks
- prior knowledge
- protein function
- semantic information
- biological networks
- data mining
- high throughput
- labeled data
- artificial intelligence
- text classification
- learning algorithm
- functional modules
- complex networks
- mass spectrometry
- computational biology
- knowledge base
- databases
- feature selection
- learning process
- data model
- statistical methods
- knowledge representation
- transfer learning
- natural language processing
- contextual information