Feature selection of high-dimensional biomedical data using improved SFLA for disease diagnosis.
Yongqiang DaiBin HuYun SuChengsheng MaoJing ChenXiaowei ZhangPhilip MooreLixin XuHanshu CaiPublished in: BIBM (2015)
Keyphrases
- biomedical data
- disease diagnosis
- high dimensional
- feature selection
- knowledge driven
- high dimensionality
- dimensionality reduction
- feature space
- data mining methods
- microarray data
- low dimensional
- machine learning
- systems biology
- gene expression data
- information retrieval
- feature extraction
- support vector
- life sciences
- comparative analysis
- data reduction
- data mining and knowledge discovery
- gene networks
- feature set
- data management
- medical images
- data points