Rob Goedhart

According to our database, Rob Goedhart authored at least 13 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Improving understanding and trust in AI: How users benefit from interval-based counterfactual explanations.

Tabea E. Röber, Paul Festor, Rob Goedhart, S. Ilker Birbil, Aldo Faisal

CoRR, April, 2026

Prediction of Depression Relapse Using Machine Learning With Administrative Data: Balancing Complexity and Simplicity.

Paulina von Stackelberg, Rob Goedhart, Leo C. E. Huberts, Joran Lokkerbol, S. Ilker Birbil

Qual. Reliab. Eng. Int., 2026

2025

Clinicians’ Voice: Fundamental Considerations for XAI in Healthcare.

Tabea E. Röber, Rob Goedhart, S. Ilker Birbil

Proceedings of the Machine Learning for Healthcare Conference (MLHC 2025), 2025

2024

Comparison of threshold tuning methods for predictive monitoring.

Paulina von Stackelberg, Rob Goedhart, S. Ilker Birbil, Ronald J. M. M. Does

Qual. Reliab. Eng. Int., February, 2024

Finding Regions of Counterfactual Explanations via Robust Optimization.

Donato Maragno, Jannis Kurtz, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil, Dick den Hertog

INFORMS J. Comput., 2024

2023

Monitoring high-dimensional heteroscedastic processes using rank-based EWMA methods.

Zezhong Wang, Rob Goedhart, Inez Maria Zwetsloot

Comput. Ind. Eng., October, 2023

Fixing confirmation bias in feature attribution methods via semantic match.

Giovanni Cinà, Daniel Fernandez-Llaneza, Nishant Mishra, Tabea E. Röber, Sandro Pezzelle, Iacer Calixto, Rob Goedhart, S. Ilker Birbil

CoRR, 2023

Semantic match: Debugging feature attribution methods in XAI for healthcare.

Giovanni Cinà, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil

Proceedings of the Conference on Health, Inference, and Learning, 2023

2022

Why we do need Explainable AI for Healthcare.

Giovanni Cinà, Tabea Röber, Rob Goedhart, S. Ilker Birbil

CoRR, 2022

Improved control chart performance using cautious parameter learning.

Leo C. E. Huberts, Rob Goedhart, Ronald J. M. M. Does

Comput. Ind. Eng., 2022

2020

Processing new types of quality data.

Ronald J. M. M. Does, Rob Goedhart, William H. Woodall

Qual. Reliab. Eng. Int., 2020

On the design of control charts with guaranteed conditional performance under estimated parameters.

Ronald J. M. M. Does, Rob Goedhart, William H. Woodall

Qual. Reliab. Eng. Int., 2020

2018

The performance of control charts for large non-normally distributed datasets.

Leo C. E. Huberts, Marit Schoonhoven, Rob Goedhart, Mandla D. Diko, Ronald J. M. M. Does

Qual. Reliab. Eng. Int., 2018