Published Papers

List of publications

1. 2020

2. Interpretable confidence measures for decision support systems

   International Journal of Human-Computer Studies

3. Evaluating XAI: A comparison of rule-based and example-based explanations

   Artificial Intelligence

4. Delegation in Human-Machine Teaming: Progress, Challenges and Prospects

   International Conference on Intelligent Human Systems Integration

5. Allocation of Moral Decision-Making in Human-Agent Teams: A Pattern Approach

   International Conference on Human-Computer Interaction

6. 2019

7. Streaming virtual reality video

   US patents

8. Intelligent autonomous vehicles with an extendable knowledge base and meaningful human control

   Counterterrorism, Crime Fighting, Forensics, and Surveillance Technologies III

9. Pluggable Social Artificial Intelligence for Enabling Human-Agent Teaming

   NATO HFM symposium on Human Autonomy Teaming

10. 2018

11. BCI to potentially enhance streaming images to a VR headset by predicting head rotation

    Frontiers in Human Neuroscience

12. Contrastive Explanations for Reinforcement Learning in terms of Expected Consequences

    IJCAI-18 Workshop on Explainable AI (XAI)

13. Using Perceptual and Cognitive Explanations for Enhanced Human-Agent Team Performance

    International Conference on Engineering Psychology and Cognitive Ergonomics

14. Predicting head rotation using EEG to enhance streaming of images to a Virtual Reality headset

    2nd International Neuroergonomics Conference

15. SAIL: a social artificial intelligence layer for human-machine teaming

    International Conference on Practical Applications of Agents and Multi-Agent Systems

16. The SAIL Framework for Implementing Human-Machine Teaming Concepts

    International Conference on Practical Applications of Agents and Multi-Agent Systems

17. Contrastive Explanations with Local Foil Trees

    ICML-18 Workshop on Human Interpretability in Machine Learning (WHI'18)

18. The design and validation of an intuitive confidence measure

    In Workshop On Explainable Smart Systems (EXSS)

19. ICM: An Intuitive Model Independent and Accurate Certainty Measure for Machine Learning.

    ICAART '18

20. 2017

21. An Intelligent Operator Support System for Dynamic Positioning

    International Conference on Applied Human Factors and Ergonomics

22. Human Robot Team Development: An Operational and Technical Perspective

    International Conference on Applied Human Factors and Ergonomics

23. A feasible BCI in real life: Using predicted head rotation to improve HMD imaging

    Proceedings of the 2017 ACM Workshop on An Application-oriented Approach to BCI out of the laboratory

24. 2015

25. Interactive Reinformcement Learning; Two successful solutions for handling an abundance of positive feedback

    Radboud University

26. 2013

27. Connecting the Demons: How connection choices of a Horde implementation affect Demon prediction capabilities.

    Radboud University