Classification of High-Dimensional microarray Data with a Two-Step Procedure via a Wilcoxon Criterion and Multilayer Perceptron.
Vladimir NikulinTian-Hsiang HuangGeoffrey J. McLachlanPublished in: Int. J. Comput. Intell. Appl. (2011)
Keyphrases
- microarray data
- multilayer perceptron
- high dimensional
- feature selection
- small sample size
- building classification models
- microarray
- microarray data analysis
- gene expression data
- microarray datasets
- dna microarray data
- gene selection
- cancer classification
- neural network
- gene expression profiles
- small number of samples
- high dimensionality
- informative genes
- back propagation
- gene expression
- artificial neural networks
- gene expression microarray data
- microarray analysis
- dna microarray
- cluster analysis
- pattern recognition
- data sets
- radial basis function
- text classification
- neural network model
- feature extraction
- training samples
- feature space
- decision trees
- gene sets
- support vector
- face recognition
- machine learning
- feature vectors
- nearest neighbor
- supervised learning
- dimensionality reduction
- computer vision
- unsupervised learning