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Princeton University Library Catalog
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Human-centered artificial intelligence : advanced lectures / Mohamed Chetouani [and three others].
Format
Book
Language
English
Εdition
1st ed. 2023.
Published/Created
Cham, Switzerland : Springer Nature Switzerland AG, [2023]
©2023
Description
1 online resource (434 pages)
Availability
Available Online
Springer Nature - Springer Computer Science eBooks 2023 English International
Springer Nature - Springer Lecture Notes in Computer Science eBooks
Details
Subject(s)
Artificial intelligence
—
Congresses
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Human-computer interaction
—
Congresses
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Editor
Chetouani, Mohamed
[Browse]
Series
Lecture Notes in Artificial Intelligence, 13500
[More in this series]
Lecture Notes in Artificial Intelligence, 2945-9141 ; 13500
[More in this series]
Summary note
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.
Bibliographic references
Includes bibliographical references and index.
Source of description
Description based on print version record.
Contents
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.
Show 18 more Contents items
ISBN
3-031-24349-8
OCLC
1375474709
Doi
10.1007/978-3-031-24349-3
Statement on language in description
Princeton University Library aims to describe library materials in a manner that is respectful to the individuals and communities who create, use, and are represented in the collections we manage.
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