Human-Centered Artificial Intelligence

Advanced Lectures

AvMohamed Chetouani,Virginia Dignum

Häftad, Engelska, 2023

Del 13500 i serien Lecture Notes in Computer Science

878 kr

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Beskrivning

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).

Produktinformation

Utgivningsdatum:2023-04-04
Mått:156 x 234 x 23 mm
Vikt:617 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:429
Förlag:Springer International Publishing AG
ISBN:9783031243486

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Programvaruutveckling inom Data och IT
Informationsteknik: allmänt inom Data och IT

Mer om författaren

Mohamed ChetouaniSorbonne University, FranceVirginia DignumUmea University, SwedenPaul LukowiczGerman Research Center for Artificial Intelligence, GermanyCarles SierraArtificial Intelligence Research Institute (IIIA-CSIC), Spain

Innehållsförteckning

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.