Titlebook: Human-Centered Artificial Intelligence; Advanced Lectures Mohamed Chetouani,Virginia Dignum,Carles Sierra Textbook 2023 Springer Nature Swi

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0302-9743 se.Basic knowledge needed to design, implement, operate and .The 18th European Advanced Course on AI (ACAI) took place in Berlin on 11-15 October 2021, organized by the European project Humane-AI Net in collaboration with the European AI Association (EURAI). The school included tutorials on differen

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Machine Learning with Neural Networksower..This chapter provides an introduction to the training and use of Artificial Neural Networks, and prepares students to understand fundamental concepts of deep-learning that are described and used in later chapters.

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Why and How Should We Explain AI?ed offer a good overview of the current theoretical landscape in philosophy and of what information might constitute an explanation. As such, they can hopefully inspire improvements to the technical explainability tools.

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Conceptual Foundations of Human-Centric AIuman-centric AI? What is the nature of meaning and understanding in human intelligence? Why is emulating understanding in artificial systems necessary but hard? What is the role of narratives in understanding? What are some of the open issues for realizing human-centric AI capable of narrative-based understanding?

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978-3-031-24348-6Springer Nature Switzerland AG 2023