Sound classification using evolving ensemble models and Particle Swarm Optimization.
Li ZhangChee Peng LimYonghong YuMing JiangPublished in: Appl. Soft Comput. (2022)
Keyphrases
- particle swarm optimization
- classification models
- pattern recognition
- machine learning methods
- model selection
- classification accuracy
- feature selection
- feature extraction
- training set
- final classification
- ensemble methods
- classification algorithm
- neural network
- image classification
- data sets
- decision trees
- pso algorithm
- wrapper feature selection
- ensemble classification
- decision tree classifiers
- multiple models
- imbalanced data
- weak classifiers
- classification scheme
- learning algorithm
- simulated annealing
- global optimization
- artificial neural networks
- classification method
- feature vectors
- support vector machine svm
- probabilistic model
- support vector machine
- text classification
- semi supervised