Sound event classification using neural networks and feature selection based methods.
Ammar AhmedYoussef SerrestouKosai RaoofJean-François DiourisPublished in: EIT (2021)
Keyphrases
- feature selection
- neural network
- machine learning methods
- classification models
- pattern recognition
- classification method
- cross validation
- machine learning
- classification performances
- discriminative features
- machine learning algorithms
- feature space
- accurate classification
- classification systems
- classification accuracy
- text classification
- feature selection and classification
- neural networks and support vector machines
- feature selection algorithms
- preprocessing
- support vector machine
- kernel learning
- informative features
- small samples
- feature subset
- high dimensionality
- higher classification accuracy
- feature vectors
- benchmark datasets
- redundant features
- wrapper feature selection
- knn
- feature reduction
- genetic algorithm
- irrelevant features
- decision trees
- support vector
- benchmark data sets
- event detection
- microarray
- class labels
- text categorization
- unsupervised learning
- multi class