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Explainable Artificial Intelligence (XAI)
Explainable AI (XAI) is important in situations where decisions have significant effects on the results to make the AI systems more reliable, transparent, and make people understand how AI systems work. In this chapter, an overview of AI, its evolution are discussed, emphasizing the need for robust policy and regulatory frameworks for responsible AI ...+4 more sources
DARPA's explainable artificial intelligence (XAI) program
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019The DARPA's Explainable Artificial Intelligence (XAI) program endeavors to create AI systems whose learned models and decisions can be understood and appropriately trusted by end users. This talk will summarize the XAI program and present highlights from these Phase 1 evaluations.
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Advances in Explainable Artificial Intelligence (xAI) in Finance
Finance Research LettersExplainable Artificial Intelligence addresses the black box problem associated with AI, aiming to promote greater transparency, traceability, and trust in applications of AI. xAI is becoming a vital element in finance and economics in fields like risk management, credit decisions, and regulatory compliance.
Klein, Tony, Walther, Thomas
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Explainable Artificial Intelligence (XAI) in auditing
International Journal of Accounting Information Systems, 2022Chanyuan (Abigail) Zhang +2 more
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Explainable Artificial Intelligence (XAI): An Introduction
Bibliographic reference / Référence bibliographique (RDA/ISBD) BRITO, João B. G. Explainable Artificial Intelligence (XAI): An Introduction — From Black Boxesto Transparent Decision Models. 1st ed. – Ghent : Zenodo, 2024. 82 p. ; 29,7 cm. — ( Data ScienceSeries ; vol. 3 ). DOI 10.5281/zenodo.17545855. ISBN 978-65-01-79603-1.openaire +1 more source
Special issue on Explainable Artificial Intelligence (XAI)
Artificial Intelligence, 2022Tim Miller +3 more
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Explainable Artificial Intelligence (XAI) for Emotion Detection
This chapter delves into the significance of explainable artificial intelligence (XAI) in emotion detection (ED) systems, which aim to provide transparency and interpretability in affective computing. The chapter introduces ED systems, defining their purpose and importance in various industries.Madan Mohan Tito Ayyalasomayajula +2 more
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Artificial intelligence for natural product drug discovery
Nature Reviews Drug Discovery, 2023Michael W Mullowney +2 more
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Significance of Explainable Artificial Intelligence (XAI) in Marketing
Proceedings of the 29th International Scientific Conference Strategic Management and Decision Support Systems in Strategic ManagementExplainable artificial intelligence (XAI) is increasingly crucial due to its extremely important role in modern marketing, as it advances predictive analytics of consumer behavior and analysis of the purchase decision-making process. This paper examines the importance of XAI in marketing, emphasizing its role in improving the effectiveness and ...
Zvjezdana Krstić, Mirjana Maksimović
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