Robust sound event classification with bilinear multi-column ELM-AE and two-stage ensemble learning.
Junjie ZhangJie YinQi ZhangJun ShiYan LiPublished in: EURASIP J. Audio Speech Music. Process. (2017)
Keyphrases
- ensemble learning
- generalization ability
- ensemble classifier
- weak learners
- ensemble methods
- multiple classifiers
- individual classifiers
- pattern recognition
- classification accuracy
- decision trees
- feature selection
- support vector
- machine learning
- base classifiers
- support vector machine
- neural network
- support vector machine svm
- benchmark datasets
- particle swarm optimization
- text classification
- image classification
- feature vectors
- feature extraction
- naive bayes
- machine learning methods
- bp neural network
- classification models
- supervised learning
- concept drift
- reinforcement learning