Novel K-Means Clustering-based Undersampling and Feature Selection for Drug Discovery Applications.
Vishnu Sripriya AkondiVineetha MenonJérôme BaudryJana WhittlePublished in: BIBM (2019)
Keyphrases
- drug discovery
- feature selection
- k means
- chemical compounds
- pharmaceutical industry
- virtual screening
- clustering method
- clustering algorithm
- high dimensionality
- early stage
- scientific data
- systems biology
- biological systems
- feature space
- databases
- feature set
- machine learning
- cluster analysis
- microarray data
- data sets
- feature extraction
- feature ranking
- dimensionality reduction
- computational model
- data integration
- database
- data management
- data mining
- preprocessing