Predictive Process Model Monitoring using Recurrent Neural Networks.
Johannes De SmedtJochen De WeerdtJunichiro MoriMasanao OchiPublished in: CoRR (2020)
Keyphrases
- process model
- recurrent neural networks
- process mining
- feed forward
- neural network
- business process
- echo state networks
- business processes
- feedforward neural networks
- neural model
- recurrent networks
- artificial neural networks
- reservoir computing
- real time
- control flow
- event logs
- workflow systems
- formal models
- software process
- petri net
- cascade correlation
- case study
- business process models
- crisp dm
- preprocessing
- data mining
- workflow technology
- nonlinear dynamic systems
- distributed systems