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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 ...
Choi, J. +5 more
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A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI [PDF]
IEEE Transactions on Neural Networks and Learning Systems, 2021 Recently, artificial intelligence and machine learning in general have demonstrated remarkable performances in many tasks, from image processing to natural language processing, especially with the advent of deep learning. Along with research progress, they have encroached upon many different fields and disciplines.
Erico Tjoa, Cuntai Guan
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Argumentative XAI: A Survey [PDF]
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021 Explainable AI (XAI) has been investigated for decades and, together with AI itself, has witnessed unprecedented growth in recent years. Among various approaches to XAI, argumentative models have been advocated in both the AI and social science literature, as their dialectical nature appears to match some basic desirable features of the explanation ...
Čyras, Kristijonas +4 more
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Nearshore currents and safety to swimmers in Xai-Xai Beach
Revista de Gestão Costeira Integrada, 2019 Antonio Mubango Hoguane +5 more
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A Multi-Component Framework for the Analysis and Design of Explainable Artificial Intelligence
Machine Learning and Knowledge Extraction, 2021 The rapid growth of research in explainable artificial intelligence (XAI) follows on two substantial developments. First, the enormous application success of modern machine learning methods, especially deep and reinforcement learning, have created high ...
Mi-Young Kim +10 more
doaj +1 more source
Judicial Decision-Making and Explainable AI (XAI) – Insights from the Japanese Judicial System
Studia Iuridica Lublinensia, 2023 The recent development of artificial intelligence (AI) in information technology (IT) is remarkable. These developments have led to claims that AI can be used in courts to replace judges.
Yachiko Yamada
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An Overview on the Explainability of Cyber-Physical Systems
Proceedings of the International Florida Artificial Intelligence Research Society Conference, 2022 The prevalence of automating complex physical processes through learning and interactions among heterogeneous components adds to the increasing complexity of Cyber-Physical Systems (CPS) and their behavior.
Sanjiv Subodhnarayan Jha
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Информатика и автоматизация, 2023 Нейросетевой подход к ИИ, получивший особенно широкое распространение в последнее десятилетие, обладает двумя существенными ограничениями – обучение моделей, как правило, требует очень большого количества образцов (не всегда доступных), а получающиеся ...
Nikolay Shilov +2 more
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Journal of Intelligent Systems, 2023 In 2019, lung disease severely affected human health and was later renamed coronavirus disease 2019 (COVID-2019). Since then, several research methods have been proposed, such as reverse transcription polymerase chain reaction (RT-PCR), and disease ...
Koyyada Shiva Prasad, Singh Thipendra P.
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Improving Trust via XAI and Pre-Processing for Machine Learning of Complex Biomedical Datasets
Proceedings of the International Florida Artificial Intelligence Research Society Conference, 2022 Complex datasets hold a special place among engineers as the engineering community seeks to solve some of the world’s most difficult problems, but with complexity, comes difficulty in analysis and interpretation.
Brandon Hines +2 more
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