Noise-injected neural networks show promise for use on small-sample expression data.
Jianping HuaJames LoweyZixiang XiongEdward R. DoughertyPublished in: BMC Bioinform. (2006)
Keyphrases
- small sample
- neural network
- sample size
- high dimensional
- support vector machine
- ls svm
- feature selection
- artificial neural networks
- noise level
- pattern recognition
- fuzzy logic
- missing data
- least squares
- multilayer perceptron
- radial basis function
- nearest neighbor
- genetic algorithm
- neural network model
- noise reduction
- fault diagnosis
- machine learning