Robin De Croon

schoolKatholieke Universiteit Leuvenbar_chart#8703 Global Rank

Total Papers

HCI Rank

#8703

Research Areas

Years Active

Recent Publications

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems

Representation bias is one of the most common types of biases in artificial intelligence (AI) systems, causing AI models to perform poorly on underrepresented data segments. Although AI practitioners use various methods to reduce representation bias, their effectiveness is often constrained by insufficient domain kno…

IUI '224th AuthorExplainable AI (XAI) +1

Explaining Call Recommendations in Nursing Homes: A User-Centered Design Approach for Interacting with Knowledge-Based Health Decision Support Systems

Recommender systems are increasingly used in high-risk application domains, including healthcare. It has been shown that explanations are crucial in this context to support decision-making. In this paper, we explore how to explain call recommendations to nurses in nursing homes, providing insight into call priority, n…

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