Enhancing Siamese Neural Networks Through Expert Knowledge for Predictive Maintenance.
Patrick KleinNiklas WeingarzRalph BergmannPublished in: IoT Streams/ITEM@PKDD/ECML (2020)
Keyphrases
- expert knowledge
- neural network
- fuzzy logic
- expert systems
- domain knowledge
- knowledge engineering
- pattern recognition
- domain experts
- back propagation
- predictive model
- knowledge base
- prior knowledge
- knowledge elicitation
- software maintenance
- fault diagnosis
- artificial neural networks
- bayesian networks
- control system
- data sets
- feed forward
- neural network model
- self organizing maps
- radial basis function
- fuzzy rules
- genetic algorithm
- learned knowledge
- case study
- artificial intelligence
- multi layer
- fuzzy systems
- machine learning
- rule extraction
- predictive modeling
- hopfield neural network
- preventive maintenance
- sufficient conditions