Bootstrap Gaussian Process classifiers for rotating machinery anomaly detection.
Xue WangDaowei BiLiang DingSheng WangPublished in: IJCNN (2008)
Keyphrases
- anomaly detection
- gaussian process
- rotating machinery
- one class support vector machines
- gaussian processes
- fault detection
- fault diagnosis
- hyperparameters
- intrusion detection
- regression model
- model selection
- cross validation
- detecting anomalies
- support vector
- anomalous behavior
- approximate inference
- latent variables
- training data
- bayesian framework
- semi supervised
- intrusion detection system
- decision trees
- naive bayes
- unsupervised learning
- prior knowledge
- sample size
- feature selection
- training set
- pairwise
- data sets
- em algorithm