Feature Selection via Sparse Regression for Classification of Functional Brain Networks.
Yilun WangGuorong WuZhiliang LongJingwei ShengJiang ZhangHuafu ChenPublished in: IScIDE (2013)
Keyphrases
- feature selection
- feature selection and classification
- sparse regression
- classification accuracy
- feature set
- text classification
- machine learning
- support vector
- feature space
- feature extraction
- classification models
- feature selection algorithms
- pattern recognition
- support vector machine
- text categorization
- feature ranking
- functional brain
- high dimensionality
- model selection
- network structure
- feature subset selection
- feature vectors
- complex networks
- human brain
- selected features
- mutual information
- unsupervised feature selection
- dimensionality reduction
- decision trees