Convolutional Neural Networks for the classification of glitches in gravitational-wave data streams.
Tiago S. FernandesSamuel J. VieiraAntónio OnofreJuan Calderón BustilloAlejandro Torres-FornéJosé A. FontPublished in: CoRR (2023)
Keyphrases
- data streams
- convolutional neural networks
- classification accuracy
- decision trees
- classification scheme
- automatic classification
- classification systems
- pattern recognition
- pattern classification
- data stream classification
- classification process
- image classification
- data sets
- machine learning methods
- classification algorithm
- sliding window
- support vector machine svm
- classification models
- streaming data
- machine learning algorithms
- anytime classification
- incremental learning
- model selection
- supervised learning
- sensor networks
- support vector machine
- feature vectors
- association rules
- machine learning
- data mining