Using Expert Knowledge for Masking Irrelevant Data Streams in Siamese Networks for the Detection and Prediction of Faults.
Patrick KleinNiklas WeingarzRalph BergmannPublished in: IJCNN (2021)
Keyphrases
- expert knowledge
- data streams
- expert systems
- knowledge engineering
- change detection
- domain knowledge
- prior knowledge
- sliding window
- bayesian networks
- domain experts
- knowledge elicitation
- knowledge base
- fuzzy logic
- fault diagnosis
- data sets
- sensor networks
- detection method
- streaming data
- detection rate
- object detection
- error detection
- automatic detection
- concept drift
- social networks
- stream data
- prediction error
- stream data mining
- complex networks
- neural network
- human visual system
- false alarms
- network structure
- domain specific
- stream processing
- case based reasoning
- learned knowledge
- neural network ensemble
- detecting outliers
- real time