Human-Centered Artificial Intelligence

Advanced Lectures

Häftad, Engelska, 2023

Av Mohamed Chetouani, Virginia Dignum, Paul Lukowicz, Carles Sierra

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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).

Produktinformation

Utgivningsdatum2023-04-04
Mått156 x 234 x 23 mm
Vikt617 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor429
FörlagSpringer International Publishing AG
ISBN9783031243486

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Tillämpad datateknik inom Data och it
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The Advanced Course on Human-Centered AI: Learning Objectives.- Conceptual Foundations of Human-Centric AI.- Machine Learning With Neural Networks.- Generative Networks and the AutoEncoder.- Convolutional Neural Networks.- Transformers in Natural Language Processing.- Vision and Multi-Modal Transformers.- Transformers in Automatic Speech Recognition.- Interactive Robot Learning: An Overview.- Explainable Machine Learning for Trustworthy AI.- Why and How Should We Explain AI.- Artificial Visual Intelligence: Perceptual Commonsense for Human-Centred Cognitive Technologies.- An Introduction to Ethics and AI.- Law for Computer Scientist.- Mythical Ethical Principles for AI and How to Attain Them.- Operationalising AI Ethics: Conducting Socio-Technical Assessment.- Writing Science Fiction as an inspiration for AI research and Ethics Dissemination.- Argumentation in AI.- Computational Argumentation Cognitive AI.- Agent-based Social Simulation for Policy Making.- Towards a Social Artificial Intelligence.