180 citations · 236 across the 7 of their papers we have counts for
7 papers
Why am I Waiting? Data-Driven Analysis of Waiting Times in Business Processes
Katsiaryna Lashkevich, Fredrik Milani, David Chapela-Campa +2
Waiting times in a business process often arise when a case transitions from one activity to another. Accordingly, analyzing the causes of waiting times of activity transitions can…
Prescriptive Process Monitoring: Quo Vadis?
Kateryna Kubrak, Fredrik Milani, Alexander Nolte +1
Prescriptive process monitoring methods seek to optimize a business process by recommending interventions at runtime to prevent negative outcomes or poorly performing cases. In rec…
A User Evaluation of Automated Process Discovery Algorithms
Fabrizio Maria Maggi, Andrea Marrella, Fredrik Milani +2
Process mining methods allow analysts to use logs of historical executions of business processes in order to gain knowledge about the actual behavior of these processes. One of the…
Blockchain and Principles of Business Process Re-Engineering for Process Innovation
Fredrik Milani, Luciano Garcia-Banuelos
Blockchain has emerged as one of the most promising and revolutionary technologies in the past years. Companies are exploring implementation of use cases in hope of significant gai…
A Comparative Evaluation of Log-Based Process Performance Analysis Techniques
Fredrik Milani, Fabrizio M. Maggi
Process mining has gained traction over the past decade and an impressive body of research has resulted in the introduction of a variety of process mining approaches measuring proc…
Predictive Process Monitoring Methods: Which One Suits Me Best?
Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi +1
Predictive process monitoring has recently gained traction in academia and is maturing also in companies. However, with the growing body of research, it might be daunting for compa…
Modelling Families of Business Process Variants: A Decomposition Driven Method
Fredrik Milani, Marlon Dumas, Naved Ahmed +1
Business processes usually do not exist as singular entities that can be managed in isolation, but rather as families of business process variants. When modelling such families of…