Image classification with the use of radial basis function neural networks and the minimization of the localized generalization error.
Wing W. Y. NgAndrés DoradoDaniel S. YeungWitold PedryczEbroul IzquierdoPublished in: Pattern Recognit. (2007)
Keyphrases
- generalization error
- radial basis function neural network
- image classification
- rbfnn
- pattern classification
- cross validation
- model selection
- active learning
- learning algorithm
- upper bound
- radial basis function
- training set
- training data
- feature extraction
- rbf neural network
- neural network
- multilayer perceptron
- sample size
- back propagation
- image features
- objective function
- rbf network
- function approximation
- supervised learning
- multi label
- sensitivity analysis
- data sets
- hidden layer
- computer vision
- decision trees
- support vector
- artificial neural networks
- learning process
- fuzzy logic
- differential evolution
- sparse representation