Simultaneous Deep Clustering and Feature Selection via K-concrete Autoencoder (Extended abstract).
Woojin DooHeeyoung KimPublished in: ICDE (2024)
Keyphrases
- extended abstract
- feature selection
- unsupervised feature selection
- high dimensionality
- clustering algorithm
- clustering method
- simultaneous clustering
- mutual information
- unsupervised learning
- categorical data
- data mining and pattern recognition
- k means
- high dimensional data
- selected features
- data clustering
- text classification
- machine learning
- support vector
- multi class
- information theoretic
- cluster analysis
- dimensionality reduction
- data pre processing
- discriminative features
- multi task
- model selection
- feature extraction
- selecting features
- text categorization
- feature ranking
- support vector machine
- feature set
- neural network
- semi supervised
- information gain
- spectral clustering
- nearest neighbor
- self organizing maps