A Combining Dimensionality Reduction Approach for Cancer Classification.
Lijun HanChangjun ZhouBin WangQiang ZhangPublished in: MIWAI (2015)
Keyphrases
- cancer classification
- dimensionality reduction
- microarray
- gene selection
- feature selection
- random forest
- cancer diagnosis
- microarray data
- high dimensionality
- gene expression data
- gene expression profiling
- gene expression profiles
- high dimensional
- colon cancer
- principal component analysis
- high dimensional data
- microarray gene expression data
- pattern recognition
- gene expression
- high throughput
- cancer datasets
- feature extraction
- neural network
- data sets
- benchmark datasets
- chi square
- unsupervised learning
- image classification
- feature space