Workload Prediction of Business Processes - An Approach Based on Process Mining and Recurrent Neural Networks.
Fabrizio AlbertettiHatem GhorbelPublished in: CoRR (2020)
Keyphrases
- process mining
- recurrent neural networks
- business processes
- business process
- process model
- chaotic time series
- event logs
- neural network
- feed forward
- recurrent networks
- echo state networks
- web services
- artificial neural networks
- business objectives
- workflow management systems
- inter organizational
- business partners
- business process models
- competitive advantage
- business process modeling
- knowledge discovery
- workflow systems
- information technology
- case study
- decision trees
- artificial intelligence
- genetic algorithm
- machine learning