A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI [PDF]
IEEE Transactions on Neural Networks and Learning Systems, 2019 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 (DL).
Erico Tjoa, Cuntai Guan
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Knowledge Graphs and Explainable AI in Healthcare
Information, 2022 Building trust and transparency in healthcare can be achieved using eXplainable Artificial Intelligence (XAI), as it facilitates the decision-making process for healthcare professionals.
Enayat Rajabi, Somayeh Kafaie
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DARPA's Explainable Artificial Intelligence (XAI) Program
The AI Magazine, 2019 Dramatic success in machine learning has led to a new wave of AI applications (for example, transportation, security, medicine, finance, defense) that offer tremendous benefits but cannot explain their decisions and actions to human users.
D. Gunning, D. Aha
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Explainable Artificial Intelligence (XAI) from a user perspective- A synthesis of prior literature and problematizing avenues for future research [PDF]
Technological forecasting & social change, 2022 The final search query for the Systematic Literature Review (SLR) was conducted on 15th July 2022. Initially, we extracted 1707 journal and conference articles from the Scopus and Web of Science databases.
Akm Bahalul Haque +2 more
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A Review of Taxonomies of Explainable Artificial Intelligence (XAI) Methods
Conference on Fairness, Accountability and Transparency, 2022 The recent surge in publications related to explainable artificial intelligence (XAI) has led to an almost insurmountable wall if one wants to get started or stay up to date with XAI.
Timo Speith
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Entropy, 2023 The Korean film market has been rapidly growing, and the importance of explainable artificial intelligence (XAI) in the film industry is also increasing.
Subeen Leem +3 more
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Towards eXplainable Artificial Intelligence (XAI) in tax law : the need for a minimum legal standard [PDF]
, 2022 Published online: 02 September 2022Tax administrations globally increasingly rely on artificial intelligence (AI) systems for automation. However, automation has a huge potential impact on the rights of taxpayers subject to algorithmic assessments, which
ZELDENRUST, Reza +4 more
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A Systematic Literature Review on Artificial Intelligence and Explainable Artificial Intelligence for Visual Quality Assurance in Manufacturing [PDF]
, 2023 Quality assurance (QA) plays a crucial role in manufacturing to ensure that products meet their specifications. However, manual QA processes are costly and time-consuming, thereby making artificial intelligence (AI) an attractive solution for automation ...
Christoph Reich +3 more
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Explaining Deep Learning-Based Driver Models
Applied Sciences, 2021 Different systems based on Artificial Intelligence (AI) techniques are currently used in relevant areas such as healthcare, cybersecurity, natural language processing, and self-driving cars.
Maria Paz Sesmero Lorente +5 more
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A Review of Trustworthy and Explainable Artificial Intelligence (XAI)
IEEE Access, 2023 The advancement of Artificial Intelligence (AI) technology has accelerated the development of several systems that are elicited from it. This boom has made the systems vulnerable to security attacks and allows considerable bias in order to handle errors ...
Vinay Chamola +5 more
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