A Multi-stage Deep Learning Approach for Business Process Event Prediction.
Nijat MehdiyevJoerg EvermannPeter FettkePublished in: CBI (1) (2017)
Keyphrases
- multistage
- business process
- deep learning
- business processes
- event logs
- unsupervised feature learning
- production system
- process mining
- unsupervised learning
- dynamic programming
- machine learning
- single stage
- business process modeling
- lot sizing
- process model
- weakly supervised
- web services
- business rules
- case study
- workflow model
- business process management
- business process models
- ws bpel
- mental models
- data sets
- decision making
- workflow management systems
- optimal policy
- high dimensional
- image segmentation
- knowledge base
- principal component analysis
- user interface
- expert systems