Scaling Machine Learning for Target Prediction in Drug Discovery using Apache Spark.
Dries HarnieAlexander E. VapirevJörg Kurt WegnerAndrey GedichMarvin N. SteijaertRoel WuytsWolfgang De MeuterPublished in: CCGRID (2015)
Keyphrases
- drug discovery
- machine learning
- drug design
- subcellular localization
- data mining
- chemical compounds
- pharmaceutical industry
- machine learning methods
- early stage
- decision trees
- virtual screening
- biological systems
- discovery process
- feature selection
- natural language processing
- data sets
- data analysis
- knowledge discovery
- statistical methods
- scientific data
- learning algorithm
- information retrieval