Supervised Discriminative Sparse PCA for Com-Characteristic Gene Selection and Tumor Classification on Multiview Biological Data.
Chun-Mei FengYong XuJin-Xing LiuYing-Lian GaoChun-Hou ZhengPublished in: CoRR (2019)
Keyphrases
- biological data
- gene selection
- tumor classification
- microarray data
- feature selection
- microarray
- semi supervised
- high throughput
- unsupervised learning
- cancer classification
- molecular biology
- gene expression profiles
- cluster analysis
- gene expression
- dna microarray
- biological networks
- gene expression data
- data sets
- systems biology
- supervised learning
- informative genes
- microarray datasets
- feature extraction
- feature ranking
- high dimensional
- gene sets
- learning algorithm
- machine learning
- k nearest neighbor
- active learning
- protein protein interactions
- data analysis
- feature space
- gene ontology
- data sources
- classification accuracy
- knn
- statistical methods
- nearest neighbor
- text classification
- database
- data integration
- semi supervised learning