Fault Classification in Cylinders Using Multilayer Perceptrons, Support Vector Machines and Guassian Mixture Models
Tshilidzi MarwalaUnathi MaholaSnehashish ChakravertyPublished in: CoRR (2007)
Keyphrases
- mixture model
- support vector
- multilayer perceptron
- classification accuracy
- density estimation
- radial basis function
- model selection
- gaussian mixture model
- unsupervised learning
- support vector machine
- learning machines
- generalization ability
- cross validation
- probabilistic model
- em algorithm
- generative model
- mixture modeling
- finite mixture models
- machine learning
- feature selection
- pattern recognition
- neural network
- language model
- feature vectors
- feature extraction
- kernel function
- expectation maximization
- probability density function
- support vector machine svm
- supervised learning
- text classification
- object recognition
- decision trees
- computer vision
- maximum likelihood
- fault diagnosis
- missing data
- training data
- artificial neural networks
- model based clustering