Roel Visser

According to our database, Roel Visser authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

Trust, distrust, and appropriate reliance in (X)AI: A conceptual clarification of user trust and survey of its empirical evaluation.

Roel Visser, Tobias M. Peters, Ingrid Scharlau, Barbara Hammer

Cogn. Syst. Res., 2025

Explaining Outliers using Isolation Forest and Shapley Interactions.

Roel Visser, Fabian Fumagalli, Maximilian Muschalik, Eyke Hüllermeier, Barbara Hammer

Proceedings of the 33rd European Symposium on Artificial Neural Networks, 2025

2023

"I do not know! but why?" - Local model-agnostic example-based explanations of reject.

André Artelt, Roel Visser, Barbara Hammer

Neurocomputing, November, 2023

Trust, distrust, and appropriate reliance in (X)AI: a survey of empirical evaluation of user trust.

Roel Visser, Tobias M. Peters, Ingrid Scharlau, Barbara Hammer

CoRR, 2023

The Importance of Distrust in AI.

Tobias M. Peters, Roel W. Visser

Proceedings of the Explainable Artificial Intelligence, 2023

2022

Explaining Reject Options of Learning Vector Quantization Classifiers.

André Artelt, Johannes Brinkrolf, Roel Visser, Barbara Hammer

Proceedings of the 14th International Joint Conference on Computational Intelligence, 2022

Model Agnostic Local Explanations of Reject.

André Artelt, Roel Visser, Barbara Hammer

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022