Paper

From predictive to prescriptive process monitoring: Recommending the next best actions instead of calculating the next most likely events

Predictive business process monitoring (PBPM) deals with predicting a process's future behavior based on historical event logs to support a process's execution. Many of the recent techniques utilize a machine-learned model to predict which event type …

Predicting performances in business processes using deep neural networks

Online operational support is gaining increasing interest due to the availability of real-time data and sufficient computing power, such as predictive business process monitoring. Predictive business process monitoring aims at providing timely …

Prediction-based Resource Allocation using LSTM and Minimum Cost and Maximum Flow Algorithm

Predictive business process monitoring aims at providing the predictions about running instances by analyzing logs of completed cases of a business process. Recently, a lot of research focuses on increasing productivity and efficiency in a business …