Trade-offs in Metric Learning for Bearing Fault Diagnosis.
Tyler CodyStephen C. AdamsPeter A. BelingPublished in: ICMLA (2021)
Keyphrases
- metric learning
- fault diagnosis
- monitoring and fault diagnosis
- distance metric
- distance metric learning
- semi supervised
- dimensionality reduction
- pairwise
- operating conditions
- fuzzy logic
- neural network
- expert systems
- fault detection and diagnosis
- learning tasks
- fault detection
- electronic equipment
- distance function
- chemical process
- feature space
- bp neural network
- multi task
- multi sensor information fusion
- semi supervised learning
- gas turbine
- analog circuits
- multiple faults
- rotating machinery
- mahalanobis metric
- euclidean distance
- background knowledge
- similarity search