CancelOut: A Layer for Feature Selection in Deep Neural Networks.
Vadim BorisovJohannes HaugGjergji KasneciPublished in: ICANN (2) (2019)
Keyphrases
- neural network
- feature selection
- multi layer
- multiple layers
- single layer
- pattern recognition
- text categorization
- back propagation
- artificial neural networks
- feature extraction
- text classification
- feature selection algorithms
- neural network model
- rule extraction
- fuzzy logic
- mutual information
- machine learning
- high dimensionality
- neural nets
- genetic algorithm
- support vector
- feature space
- dimensionality reduction
- method for feature selection
- unsupervised feature selection
- training data
- discriminative features
- selected features
- classification accuracy
- recurrent neural networks
- microarray data
- multi class
- fuzzy systems
- knn
- activation function
- multilayer perceptron
- support vector machine
- feedforward neural networks
- feature ranking
- deep learning
- fault diagnosis
- redundant features
- synaptic weights
- model selection