Human-Centered Artificial Intelligence Advanced Lectures
by
Chetouani, Mohamed. editor. (orcid)
Title
:
Human-Centered Artificial Intelligence Advanced Lectures
Author
:
Chetouani, Mohamed. editor. (orcid)
ISBN
:
9783031243493
Edition
:
1st ed. 2023.
Physical Description
:
XII, 429 p. 111 illus., 91 illus. in color. online resource.
Series
:
Lecture Notes in Artificial Intelligence, 13500
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.
Added Author
:
Chetouani, Mohamed.
Dignum, Virginia.
Lukowicz, Paul.
Sierra, Carles.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
---|
Online Library | E-Book | 520925-1001 | XX(520925.1) | | Elektronik Kütüphane |