Classification for Big Dataset of Bioacoustic Signals Based on Human Scoring System and Artificial Neural Network
Mohammad PourhomayounPeter DuganMarian PopescuDenise RischHal LewisChristopher W. ClarkPublished in: CoRR (2013)
Keyphrases
- artificial neural networks
- sleep stage
- pattern classification
- classification accuracy
- eeg signals
- classification systems
- pattern recognition
- benchmark datasets
- classification method
- support vector machine
- feature set
- classification scheme
- automatic classification
- neural network
- uci datasets
- classification algorithm
- text classification
- database
- machine learning
- feature extraction
- image classification
- preprocessing
- multi layer perceptron
- feature vectors
- classification models
- receiver operating characteristic curves
- fold cross validation
- decision trees
- training dataset
- video sequences
- training set
- independent component analysis
- semi supervised
- genetic algorithm ga
- decision rules
- svm classifier
- back propagation
- signal processing