527 citations · 719 across the 12 of their papers we have counts for
16 papers
Generalization in Automated Process Discovery: A Framework based on Event Log Patterns
Daniel Reißner, Abel Armas-Cervantes, Marcello La Rosa
The importance of quality measures in process mining has increased. One of the key quality aspects, generalization, is concerned with measuring the degree of overfitting of a proce…
Why Do Banks Find Business Process Compliance So Challenging? An Australian Case Study
Nigel Adams, Adriano Augusto, Michael Davern +1
Banks play an intrinsic role in any modern economy, recycling capital from savers to borrowers. They are heavily regulated and there have been a significant number of well publiciz…
AI-Augmented Business Process Management Systems: A Research Manifesto
Marlon Dumas, Fabiana Fournier, Lior Limonad +11
AI-Augmented Business Process Management Systems (ABPMSs) are an emerging class of process-aware information systems, empowered by trustworthy AI technology. An ABPMS enhances the…
Automated Discovery of Process Models with True Concurrency and Inclusive Choices
Adriano Augusto, Marlon Dumas, Marcello La Rosa
Enterprise information systems allow companies to maintain detailed records of their business process executions. These records can be extracted in the form of event logs, which ca…
Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction
Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas +2
Reducing cycle time is a recurrent concern in the field of business process management. Depending on the process, various interventions may be triggered to reduce the cycle time of…
A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences
Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani
Event suffix and remaining time prediction are sequence to sequence learning tasks. They have wide applications in different areas such as economics, digital health, business proce…