A new unsupervised feature selection algorithm using similarity-based feature clustering.
Xiaoyan ZhuYu WangYingbin LiYonghui TanGuangtao WangQinbao SongPublished in: Comput. Intell. (2019)
Keyphrases
- feature selection algorithms
- irrelevant features
- feature set
- feature selection
- unsupervised learning
- feature subset
- selection criterion
- clustering algorithm
- redundant features
- stability of feature selection
- k means
- selection algorithm
- image features
- selected features
- feature ranking
- data sets
- feature vectors
- supervised learning
- data points
- machine learning
- dimensionality reduction
- model selection
- active learning
- high dimensionality
- face recognition
- genetic algorithm