Efficient Machine Learning Ensemble Methods for Detecting Gravitational Wave Glitches in LIGO Time Series.
Elena Simona ApostolCiprian-Octavian TruicaPublished in: ICCP (2023)
Keyphrases
- ensemble methods
- machine learning methods
- machine learning
- decision trees
- prediction accuracy
- generalization ability
- pattern recognition
- ensemble learning
- random forests
- supervised learning
- benchmark datasets
- decision tree learning
- random forest
- base classifiers
- inductive learning
- non stationary
- multi class
- data streams
- similarity measure
- ensemble classifier
- learning algorithm