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Explainable Artificial Intelligence in education
Computers and Education: Artificial Intelligence, 2022 There are emerging concerns about the Fairness, Accountability, Transparency, and Ethics (FATE) of educational interventions supported by the use of Artificial Intelligence (AI) algorithms.
Hassan Khosravi +9 more
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Explainable Artificial Intelligence in the Early Diagnosis of Gastrointestinal Disease
Diagnostics, 2022 This study reviews the recent progress of explainable artificial intelligence for the early diagnosis of gastrointestinal disease (GID). The source of data was eight original studies in PubMed.
Kwang-Sig Lee, Eun Sun Kim
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Editorial: Explainable artificial intelligence
Frontiers in Computer Science, 2023 Chathurika S. Wickramasinghe +2 more
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Study on the Helpfulness of Explainable Artificial Intelligence
Explainable Artificial Intelligence (XAI) is essential for building advanced machine learning-powered applications, especially in critical domains such as medical diagnostics or autonomous driving. Legal, business, and ethical requirements motivate using effective XAI, but the increasing number of different methods makes it challenging to pick the ...
Tobias Labarta +5 more
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Explainable & Safe Artificial Intelligence in Radiology
Journal of the Korean Society of RadiologyArtificial intelligence (AI) is transforming radiology with improved diagnostic accuracy and efficiency, but prediction uncertainty remains a critical challenge.
Synho Do
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Survey on explainable knowledge graph reasoning methods
网络与信息安全学报, 2022 In recent years, deep learning models have achieved remarkable progress in the prediction and classification tasks of artificial intelligence systems.However, most of the current deep learning models are black box, which means it is not conducive to ...
Yi XIA +5 more
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Reviewing the Need for Explainable Artificial Intelligence (xAI) [PDF]
, 2021 The diffusion of artificial intelligence (AI) applications in organizations and society has fueled research on explaining AI decisions. The explainable AI (xAI) field is rapidly expanding with numerous ways of extracting information and visualizing the ...
Ioanna Constantiou +5 more
core +1 more source
Mental Health Diagnosis:A Case for Explainable Artificial Intelligence [PDF]
, 2022 Mental illnesses are becoming increasingly prevalent, in turn leading to an increased interest in exploring artificial intelligence (AI) solutions to facilitate and enhance healthcare processes ranging from diagnosis to monitoring and treatment.
Papadakis, Emmanuel +5 more
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XAI—Explainable artificial intelligence [PDF]
Science Robotics, 2019 Explainability is essential for users to effectively understand, trust, and manage powerful artificial intelligence applications.
David Gunning +5 more
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Explainable artificial intelligence: an analytical review [PDF]
WIREs Data Mining and Knowledge Discovery, 2021 AbstractThis paper provides a brief analytical review of the current state‐of‐the‐art in relation to the explainability of artificial intelligence in the context of recent advances in machine learning and deep learning. The paper starts with a brief historical introduction and a taxonomy, and formulates the main challenges in terms of explainability ...
Plamen P. Angelov +4 more
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