Use of Domain Knowledge for Dimension Reduction - Application to Mining of Drug Side Effects.
Emmanuel BressoSidahmed BenabderrahmaneMalika Smaïl-TabboneGino MarchettiArnaud Sinan KarabogaMichel SouchetAmedeo NapoliMarie-Dominique DevignesPublished in: KDIR (2011)
Keyphrases
- dimension reduction
- domain knowledge
- data mining and machine learning
- feature extraction
- principal component analysis
- high dimensional
- high dimensional problems
- low dimensional
- linear discriminant analysis
- data mining
- text mining
- high dimensional data
- feature space
- computer vision
- singular value decomposition
- cluster analysis
- partial least squares
- unsupervised learning
- knowledge discovery
- decision trees