Discovering COPD phenotyping via simultaneous feature selection and clustering.
Mario MeronePanaiotis FinamoreClaudio PedoneRaffaele Antonelli IncalziGiulio IannelloPaolo SodaPublished in: BIBM (2018)
Keyphrases
- feature selection
- clustering algorithm
- high dimensionality
- k means
- unsupervised learning
- unsupervised feature selection
- simultaneous clustering
- mutual information
- clustering method
- categorical data
- feature selection algorithms
- cluster analysis
- hierarchical clustering
- information theoretic
- self organizing maps
- data clustering
- spectral clustering
- data mining and pattern recognition
- chronic obstructive pulmonary disease
- feature set
- support vector machine
- support vector
- feature extraction
- machine learning
- dimensionality reduction
- supervised learning
- fuzzy clustering
- feature reduction
- data pre processing
- permutation tests
- image segmentation
- data sets