Type/position classification of inter-floor noise in residential buildings with a single microphone via supervised learning.
Hwiyong ChoiHaesang YangSeungjun LeeWoojae SeongPublished in: EUSIPCO (2020)
Keyphrases
- supervised learning
- supervised machine learning
- machine learning
- supervised classification
- unsupervised learning
- class labels
- classification scheme
- training set
- learning algorithm
- statistical learning
- classification accuracy
- active learning
- decision trees
- training data
- classification method
- learning tasks
- training samples
- semi supervised learning
- pattern classification
- model selection
- accurate classification
- image classification
- visual information
- signal to noise ratio
- feature selection
- generalization error
- classification rules
- supervised and unsupervised learning
- classification algorithm
- decision rules
- random noise
- training examples
- pattern recognition
- text classification
- feature vectors
- class imbalance
- hurricane katrina
- noise level
- classification models
- noisy data
- missing data
- benchmark datasets
- machine learning algorithms
- denoising
- support vector machine
- feature extraction