1 option
Human-Centered Artificial Intelligence : Advanced Lectures / edited by Mohamed Chetouani, Virginia Dignum, Paul Lukowicz, Carles Sierra.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 13500
- Lecture Notes in Artificial Intelligence, 2945-9141 ; 13500
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Computer science.
- Software engineering.
- Computers.
- Application software.
- Artificial Intelligence.
- Theory of Computation.
- Software Engineering.
- Computing Milieux.
- Computer and Information Systems Applications.
- Local Subjects:
- Artificial Intelligence.
- Theory of Computation.
- Software Engineering.
- Computing Milieux.
- Computer and Information Systems Applications.
- Physical Description:
- 1 online resource (XII, 429 pages) : 111 illustrations, 91 illustrations in color.
- Edition:
- 1st ed. 2023.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2023.
- System Details:
- text file PDF
- 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.
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-031-24349-3
- 9783031243493
- Access Restriction:
- Restricted for use by site license.
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.