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Portfolio item number 2
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publications
talks
Conformance checking using activity and trace embeddings
Published:
The slides of my online presentation at the BPM conference Forum 2020. The slides of this talk can be found here
Supervised Conformance Checking using Recurrent Neural Network Classifiers
Published:
The slides of my online presentation at the ML4PM workshop at ICPM 2020. The slides of this talk can be found here
Process Mining: hoe haal ik zo veel mogelijk uit mijn proces? (Dutch)
Published:
Process Mining: hoe haal ik zo veel mogelijk uit mijn proces?
Process Mining and Predictive Process Monitoring
Published:
I gave a guest talk, together with Björn Rafn Gunnarsson, introducing process mining and predictive process monitoring.
Can deep neural networks learn process model structure? An assessment framework and analysis
Published:
The slides of my online presentation at the ML4PM workshop at ICPM 2021. The slides of this talk can be found here
Enhancing Stochastic Petri Net-based Remaining Time Prediction using k-Nearest Neighbors
Published:
The slides of my online presentation at the ATAED workshop at Petri Nets 2022. The slides of this talk can be found here
Outcome-Oriented Predictive Process Monitoring on Positive and Unlabelled Event Logs
Published:
The slides of my online presentation at the ML4PM workshop at ICPM 2022. The slides of this talk can be found here
Public Defense
Published:
Presentation of the public defense of my PhD.
Manifold Learning for Adversarial Robustness in Predictive Process Monitoring
Published:
The slides of my online presentation at ICPM 2023. The slides of this talk can be found here
Guest lecture at RWTH Aachen in the Advanced Process Mining course
Published:
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
Leveraging manifold learning for adversarial attacks & counterfactuals in process outcome prediction
Published:
The slides of my online presentation at EURO 2024. The slides of this talk can be found here
Validation Set Sampling Strategies for Predictive Process Monitoring
Published:
The slides of my presentation at the journal first track of BPM conference 2024. The slides of this talk can be found here
Achieving Group Fairness through Independence in Predictive Process Monitoring
Published:
The slides of my presentation at the CAiSE conference 2025. The slides of this talk can be found here
teaching
Business Analytics
Graduate course (Advanced Master and Postgraduate), KU Leuven, 2024
Teaching a the 6ECTS course on Business Analytics in the the advanced master & postgraduate artificial intelligence in business and industry. ECTS