Drug Design by Machine Learning: Support Vector Machines for Pharmaceutical Data Analysis.
Robert BurbidgeMatthew W. B. TrotterBernard F. BuxtonSean B. HoldenPublished in: Comput. Chem. (2002)
Keyphrases
- drug design
- machine learning
- data analysis
- support vector
- drug discovery
- learning machines
- large margin classifiers
- support vector machine
- functional genomics
- feature selection
- data mining
- learning algorithm
- quantitative structure activity
- data processing
- protein structure prediction
- data collection
- protein protein interactions
- machine learning algorithms
- knowledge discovery
- text mining
- business intelligence
- information extraction
- natural language processing
- machine learning methods
- data warehouse
- decision trees
- data acquisition
- cluster analysis
- data sets
- life sciences
- biological systems
- computational biology
- data mining applications
- data integration
- statistical analysis