Multi-objective feature selection in music genre and style recognition tasks.
Igor VatolkinMike PreußGünter RudolphPublished in: GECCO (2011)
Keyphrases
- multi objective
- feature selection
- genre classification
- music genre classification
- automatic music genre classification
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- text classification
- multiobjective optimization
- genetic algorithm
- music information retrieval
- objective function
- audio signals
- evolutionary optimization
- multiple objectives
- feature selection algorithms
- nsga ii
- particle swarm optimization
- feature space
- model selection
- computer music
- mutual information
- text categorization
- music retrieval
- conflicting objectives
- feature set
- feature weighting
- multi objective optimization problems
- music composition
- pareto optimal
- optimum design
- bi objective
- feature extraction
- unsupervised feature selection
- multi objective genetic algorithms
- machine learning
- discriminative features
- neural network
- multi class
- dimensionality reduction
- selected features
- optimization problems
- musical instruments
- multi task
- feature subset
- microarray data
- web documents