Feature Selection for High-dimensional Data Analysis.
Michel VerleysenPublished in: IJCCI (NCTA) (2011)
Keyphrases
- high dimensional data analysis
- feature selection
- dimension reduction
- preprocessing step
- dimensionality reduction
- dimensionality reduction methods
- variable selection
- high dimensional
- high dimensionality
- feature extraction
- multimodal data
- high dimensional data
- feature selection algorithms
- principal component analysis
- feature set
- feature space
- text categorization
- supervised dimensionality reduction
- text classification
- face recognition
- support vector
- support vector machine
- linear discriminant analysis
- low dimensional
- knn
- classification accuracy
- data sets
- model selection
- input data
- feature subset
- input space
- preprocessing
- pattern recognition