On Improving the Performance of Glitch Classification for Gravitational Wave Detection by using Generative Adversarial Networks.
Jianqi YanAlex P. LeungDavid C. Y. HuiPublished in: CoRR (2022)
Keyphrases
- classification accuracy
- classification algorithm
- discriminative classifiers
- decision trees
- unsupervised learning
- robust detection
- image classification
- support vector
- pattern recognition
- feature vectors
- object detection
- classification scheme
- classification rules
- discriminative learning
- automatic classification
- text classification
- training set
- support vector machine
- neyman pearson
- svm classifier
- decision rules
- preprocessing
- classification method
- multi agent
- feature extraction
- false alarms
- class labels
- feature extraction and classification
- hybrid generative discriminative
- pattern classification
- automatic detection
- detection rate
- machine learning methods
- machine learning
- detection algorithm
- supervised learning
- feature space
- social networks