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  1. Chapter and Conference Paper

    For Better or Worse: The Impact of Counterfactual Explanations’ Directionality on User Behavior in xAI

    Counterfactual explanations (CFEs) are a popular approach in explainable artificial intelligence (xAI), highlighting changes to input data necessary for altering a model’s output. A CFE can either describe a s...

    Ulrike Kuhl, André Artelt, Barbara Hammer in Explainable Artificial Intelligence (2023)

  2. Article

    Open Access

    Mathematical expertise modulates the architecture of dorsal and cortico-thalamic white matter tracts

    To what extent are levels of cognitive expertise reflected in differential structural connectivity of the brain? We addressed this question by analyzing the white matter brain structure of experts (mathematici...

    Hyeon-Ae Jeon, Ulrike Kuhl, Angela D. Friederici in Scientific Reports (2019)