Achieving Group Fairness through Independence in Predictive Process Monitoring
Talk, CAiSE conference (2025), Vienna, Austria
The slides of my presentation at the CAiSE conference 2025. The slides of this talk can be found here
Talks and presentations
Here is an incomplete list of all the talks I have given.
Validation Set Sampling Strategies for Predictive Process Monitoring
Talk, BPM conference (2024), Krakow, Poland
The slides of my presentation at the journal first track of BPM conference 2024. The slides of this talk can be found here
Leveraging manifold learning for adversarial attacks & counterfactuals in process outcome prediction
Talk, EURO (2024), Copenhagen, Denmark
The slides of my online presentation at EURO 2024. The slides of this talk can be found here
Guest lecture at RWTH Aachen in the Advanced Process Mining course
Talk, RWTH Aachen, Aachen, Germany
I gave a guest lecture in the Advanced Process Mining course, wih the title of ‘Machine to Mine: Unearthing Insights in Predictive Process Monitoring’. The slides of this talk can be found here
Manifold Learning for Adversarial Robustness in Predictive Process Monitoring
Talk, ICPM (2023), Rome, Italy
The slides of my online presentation at ICPM 2023. The slides of this talk can be found here
Public Defense
Talk, KU Leuven, Belgium
Presentation of the public defense of my PhD.
Outcome-Oriented Predictive Process Monitoring on Positive and Unlabelled Event Logs
Talk, ML4PM Workshop (ICPM) (2022), Bolzano, Italy
The slides of my online presentation at the ML4PM workshop at ICPM 2022. The slides of this talk can be found here
Enhancing Stochastic Petri Net-based Remaining Time Prediction using k-Nearest Neighbors
Talk, 2ATAED Workshop (Petri Nets) (2022), Bergen, Norway
The slides of my online presentation at the ATAED workshop at Petri Nets 2022. The slides of this talk can be found here
Can deep neural networks learn process model structure? An assessment framework and analysis
Talk, ML4PM Workshop (ICPM) (2021), Eindhoven, Netherlands
The slides of my online presentation at the ML4PM workshop at ICPM 2021. The slides of this talk can be found here
Process Mining and Predictive Process Monitoring
Talk, KBC - Knowledge Sharing Session, Leuven, Belgium
I gave a guest talk, together with Björn Rafn Gunnarsson, introducing process mining and predictive process monitoring.
Process Mining: hoe haal ik zo veel mogelijk uit mijn proces? (Dutch)
Talk, Value Chain Virtual Supply Chain Innovations, Belgium
Process Mining: hoe haal ik zo veel mogelijk uit mijn proces?
Supervised Conformance Checking using Recurrent Neural Network Classifiers
Talk, ML4PM Workshop (ICPM) (2020), Padova, Italy (online)
The slides of my online presentation at the ML4PM workshop at ICPM 2020. The slides of this talk can be found here
Conformance checking using activity and trace embeddings
Talk, BPM conference Forum (2020), Sevilla, Spain (online)
The slides of my online presentation at the BPM conference Forum 2020. The slides of this talk can be found here