Katrien Verbert

Directive Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations

2023 · 39 Zit.

Towards a Comprehensive Human-Centred Evaluation Framework for Explainable AI

2023 · 13 Zit. · Communications in computer and information science

An Explanatory Model Steering System for Collaboration between Domain Experts and AI

2024 · 8 Zit.

Designing and evaluating explainable AI for non-AI experts: challenges and opportunities

2022 · 7 Zit.

"Show Me How": Benefits and Challenges of Agent-Augmented Counterfactual Explanations for Non-Expert Users

2025 · 2 Zit.

Granular Feedback: Leveraging Domain Expertise and Explainable AI to Effectively Steer Models

2025 · 0 Zit.

Beyond data-centric explanations for mental healthcare professionals

2026 · 0 Zit.

A Systematic Review of User-Centred Evaluation of Explainable AI in Healthcare

2025 · 0 Zit. · ArXiv.org

Disentangling Stakeholder Role and Expertise in User-Centered Explainable AI

2025 · 0 Zit.