Auflistung nach Schlagwort "Interpretability"

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  • Bias in data-driven artificial intelligence systems—An introductory survey 
    Ntoutsi, Erini; Fafalios, Pavlos; Gadiraju, Ujwal; Iosifidis, Vasileios; Nejdl, Wolfgang; Vidal, Maria-Esther; Ruggieri, Salvatore; Turini, Franco; Papadopoulos, Symeon; Krasanakis, Emmanouil; Kompatsiaris, Ioannis; Kinder-Kurlanda, Katharina; Wagner, Claudia; Karimi, Fariba; Fernandez, Miriam; Alani, Harith; Berendt, Bettina; Kruegel, Tina; Heinze, Christian; Broelemann, Klaus; Kasneci, Gjergji; Tiropanis, Thanassis; Staab, Steffen (Hoboken, NJ : Wiley-Blackwell, 2020)
    Artificial Intelligence (AI)-based systems are widely employed nowadays to make decisions that have far-reaching impact on individuals and society. Their decisions might affect everyone, everywhere, and anytime, entailing ...
  • Documenting Knowledge Graph Embedding and Link Prediction using Knowledge Graphs 
    Zhao, Huaxia (Hannover : Gottfried Wilhelm Leibniz Universität, 2024-02-02)
    In recent years, sub-symbolic learning, i.e., Knowledge Graph Embedding (KGE) incorporated with Knowledge Graphs (KGs) has gained significant attention in various downstream tasks (e.g., Link Prediction (LP)). These ...
  • Interpreting Text Classification with Human-Understandable Counterfactual Instances 
    Li, Teng (Hannover : Gottfried Wilhelm Leibniz Universität Hannover, 2022)
    As the omnipresent machine learning models play increasingly important roles in our society, powerful interpretation tools to uncover their black boxes are needed. On the other hand, proven by psychological study, we ...