Incremental feature selection approach to multi-dimensional variation based on matrix dominance conditional entropy for ordered data set.
Weihua XuYifei YangYi DingXiyang ChenXiaofang LvPublished in: Appl. Intell. (2024)
Keyphrases
- conditional entropy
- multi dimensional
- feature selection
- mutual information
- data sets
- feature selection algorithms
- information theory
- multi dimensional data
- microarray data
- information theoretic
- training set
- rough approximations
- dominance relation
- feature space
- dimensionality reduction
- text categorization
- feature set
- feature extraction
- low rank
- feature weighting
- bayes error rate
- feature subset
- gene expression data
- high dimensionality
- text classification
- support vector
- similarity measure
- real world
- singular value decomposition
- incremental learning
- image registration
- computer vision
- high dimensional data
- classification accuracy
- optimal solution