Simultaneous Gene Selection and Weighting in Nearest Neighbor Classifier for Gene Expression Data.
Antonio Alarcón ParedesGustavo Adolfo Alonso-SilverioEduardo CabreraRené E. Cuevas-ValenciaPublished in: IWBBIO (2) (2017)
Keyphrases
- nearest neighbor classifier
- gene selection
- gene expression data
- microarray
- microarray data
- gene expression
- cancer classification
- nearest neighbor
- dna microarray
- distance measure
- training samples
- data sets
- cancer diagnosis
- gene expression analysis
- high dimensional data
- gene expression profiles
- gene expression datasets
- gene regulatory networks
- gene expression data analysis
- high dimensionality
- microarray data analysis
- gene networks
- feature selection
- dna microarray data
- biologically relevant
- tumor classification
- gene expression data sets
- microarray gene expression data
- informative genes
- high throughput
- relevant genes
- gene sets
- database
- selected genes
- microarray datasets
- feature ranking
- high dimensional
- similarity measure
- computer vision
- machine learning
- colon cancer
- neural network