A Hybrid Model for Business Process Event Prediction.
Mai LeBogdan GabrysDetlef D. NauckPublished in: SGAI Conf. (2012)
Keyphrases
- business process
- hybrid model
- business processes
- event logs
- forecasting accuracy
- arima model
- process mining
- artificial neural networks
- hybrid models
- process model
- business process management
- support vector regression
- back propagation neural network
- business rules
- support vector machine svm
- ws bpel
- workflow model
- business process modeling
- business process models
- user interface
- case study
- web services
- neural network
- autoregressive conditional heteroscedasticity
- workflow management systems
- pattern recognition
- prediction model
- workflow technology
- k nearest neighbor
- expert systems
- real world