Human Centered Artificial Intelligence Advanced Lectures 1st Edition by Mohamed Chetouani, Virginia Dignum, Paul Lukowicz, Carles Sierra ISBN 9783031243493 3031243498

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Product details:

ISBN 13: 9783031243493
ISBN 10: 3031243498
Author:  Mohamed Chetouani, Virginia Dignum, Paul Lukowicz, Carles Sierra

Table of contents:

Introduction to Human-Centered AI

• The Advanced Course on Human-Centered AI: Learning Objectives
• Conceptual Foundations of Human-Centric AI

Human-Centered Machine Learning

• 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 AI

• Explainable for Trustworthy AI
• Why and How Should We Explain AI?
• Artificial Visual Intelligence

Ethics, Law and Society AI

• An Introduction to Ethics and AI
• Law for Computer Scientists
• 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

• Argumentation in AI
• Computational Argumentation & Cognitive AI

Social Simulation

• Agent-Based Social Simulation for Policy Making
• Towards a Social Artificial Intelligence

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