Human-centered artificial intelligence : advanced lectures / Mohamed Chetouani, Virginia Dignum, Paul Lukowicz, Carles Sierra, editors.
European Advanced Course on AI (18th : 2021 : Berlin, Germany); Chetouani, Mohamed, editor.; Dignum, Virginia, editor.; Lukowicz, Paul, editor.; Sierra, Carles, 1963- editor.
2023
Q334.5
Available Online

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Title Human-centered artificial intelligence : advanced lectures / Mohamed Chetouani, Virginia Dignum, Paul Lukowicz, Carles Sierra, editors.
Meeting Name European Advanced Course on AI (18th : 2021 : Berlin, Germany)
ISBN 9783031243493 (electronic bk.)
3031243498 (electronic bk.)
9783031243486
303124348X
DOI https://doi.org/10.1007/978-3-031-24349-3
Published Cham, Switzerland : Springer, [2023]
Language English
Description 1 online resource : illustrations.
Item Number 10.1007/978-3-031-24349-3 doi
Call Number Q334.5
Dewey Decimal Classification 006.3
Summary 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 different topics, which were selected through an open call to top European AI researchers. In addition, the school also included 4 invited talks, a student poster presentation, and a mentorship program. This volume contains 21 tutorial chapters organized according to the following themes: human-centered AI; human-centered machine learning; explainable AI; ethics, law, and the societal aspects of AI; argumentation; and social simulation. The contributions include learning objectives, reading lists, and links to further resources.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (EBSCO, viewed April 10, 2023).
Added Author Chetouani, Mohamed, editor.
Dignum, Virginia, editor.
Lukowicz, Paul, editor.
Sierra, Carles, 1963- editor.
Series Lecture notes in computer science. Lecture notes in artificial intelligence.
Lecture notes in computer science ; 13500.
Available in Other Form Print version: 9783031243486
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
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.

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