ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease.
Yuang ShiChen ZuMei HongLuping ZhouLei WangXi WuJiliu ZhouDaoqiang ZhangYan WangPublished in: CoRR (2020)
Keyphrases
- feature selection
- multi modality
- mutual information
- classification accuracy
- multi modal
- support vector
- feature space
- feature extraction
- classification models
- feature set
- pattern recognition
- high dimensionality
- text classification
- machine learning
- medical images
- single modality
- information theoretic
- support vector machine
- feature selection algorithms
- model selection
- text categorization
- image registration
- feature subset
- medical image registration
- brain image registration
- microarray datasets
- markov random field
- least squares
- microarray data
- cost function