Human-centered artificial intelligence : advanced lectures / Mohamed Chetouani, Virginia Dignum, Paul Lukowicz, Carles Sierra, editors.

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 Eur...

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Bibliographic Details
Corporate Author: European Advanced Course on AI Berlin, Germany
Other Authors: Chetouani, Mohamed (Editor), Dignum, Virginia (Editor), Lukowicz, Paul (Editor), Sierra, Carles, 1963- (Editor)
Format: eBook
Language:English
Published: Cham, Switzerland : Springer, [2023]
Series:Lecture notes in computer science. Lecture notes in artificial intelligence.
Lecture notes in computer science ; 13500.
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Online Access:Click for online access
Table of 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.