Extending Dynamic Bayesian Networks for Anomaly Detection in Complex Logs. - Stephen Pauwels; Toon Calders (CoRR, 2018)

Detecting and Explaining Drifts in Yearly Grant Applications. - Stephen Pauwels; Toon Calders (CoRR, 2018)

ACD2: A Tool to Interactively Explore Business Process Logs. - Stephen Pauwels; Toon Calders (BPM (PhD/Demos), 2019)

An anomaly detection technique for business processes based on extended dynamic bayesian networks. - Stephen Pauwels; Toon Calders (SAC, 2019)

Bayesian Network Based Predictions of Business Processes. - Stephen Pauwels; Toon Calders (BPM (Forum), 2020)

Incremental Predictive Process Monitoring: The Next Activity Case. - Stephen Pauwels; Toon Calders (BPM, 2021)

Applying machine learning in business process monitoring - Stephen Pauwels (2022)