Sökning: "Soudabeh Ghafourian"

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  1. 1. Explainable AI by Training Introspection

    Master-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

    Författare :Rozhin Dastkarvelayati; Soudabeh Ghafourian; [2023]
    Nyckelord :Explainable Artificial Intelligence XAI ; Model Improvement; XAI stability;

    Sammanfattning : Deep Neural Networks (DNNs) are known as black box algorithmsthat lack transparency and interpretability for humans. eXplainableArtificial Intelligence (XAI) is introduced to tackle this problem. MostXAI methods are utilized post-training, providing explanations of themodel to clarify its predictions and inner workings for human understanding. LÄS MER