Learning Accurate Business Process Simulation Models from Event Logs via Automated Process Discovery and Deep Learning.
Manuel CamargoMarlon DumasOscar González RojasPublished in: CoRR (2021)
Keyphrases
- process mining
- business process
- event logs
- process model
- deep learning
- business processes
- simulation models
- learning algorithm
- unsupervised feature learning
- weakly supervised
- unsupervised learning
- business process management
- business process models
- business process modeling
- formal concept analysis
- reinforcement learning
- web services
- control flow
- service oriented architecture
- workflow model
- workflow models