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

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Mohamed Chetouani,Virginia Dignum,Carles SierraThe notion of human-centered AI increasingly dominates the public AI debate.Includes extended and improved lecture notes from ACAI 2021 course.Basic knowledge needed to design, implement, operate and
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Law for Computer Scientistsh computer science or AI. In the second part we will zoom in on a set of texts that are highly relevant for computer science and AI. A first aspect we discuss the content of legal norms that apply to the processing of personal data, followed by a brief analysis of the proposed AI Act.
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https://doi.org/10.1007/978-3-031-24349-3human-centered computing; human-computer interaction; collaborative and social computing; artificial in
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Generative Networks and the AutoEncoderrs (VAEs) and Generative Adversarial Networks (GANs).. This chapter provides students with an introduction to generative neural networks and autoencoders, covering fundamental concepts from information theory as well as well as applications such as Variational Autoencoders (VAEs) and Generative Adve
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Explainable for Trustworthy AIure focusing on symbolic AI-related approaches. We motivate the needs of XAI in real-world and large-scale applications while presenting state-of-the-art techniques and best practices and discussing the many open challenges.
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