Learning Accurate Business Process Simulation Models from Event Logs via Automated Process Discovery and Deep Learning.
Manuel CamargoMarlon DumasOscar González RojasPublished in: CAiSE (2022)
Keyphrases
- process mining
- business process
- event logs
- process model
- deep learning
- business processes
- simulation models
- unsupervised feature learning
- business process models
- business process management
- unsupervised learning
- supervised learning
- formal concept analysis
- workflow models
- weakly supervised
- machine learning
- website
- workflow model
- learning algorithm
- mental models
- control flow
- service oriented architecture
- knowledge acquisition
- decision support system
- decision making
- information systems