Human-Centered Artificial Intelligence Advanced Lectures için kapak resmi
Başlık:
Human-Centered Artificial Intelligence Advanced Lectures
Yazar:
Chetouani, Mohamed. editor. (orcid)
ISBN:
9783031243493
Basım Bilgisi:
1st ed. 2023.
Fiziksel Tanımlama:
XII, 429 p. 111 illus., 91 illus. in color. online resource.
Seri:
Lecture Notes in Artificial Intelligence, 13500
İçerik:
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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