國立高雄大學圖資館 |

Language: English

Back

Human-centered artificial intelligenceadvanced lectures /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Human-centered artificial intelligenceedited by Mohamed Chetouani ... [et al.].
Reminder of title:	advanced lectures /
other author:	Chetouani, Mohamed.
corporate name:
Published:	Cham :Springer International Publishing :2023.
Description:	xii, 429 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence
Online resource:	https://doi.org/10.1007/978-3-031-24349-3
ISBN:	9783031243493$q(electronic bk.)

Human-centered artificial intelligenceadvanced lectures /
Human-centered artificial intelligenceadvanced lectures /[electronic resource] :edited by Mohamed Chetouani ... [et al.]. - Cham :Springer International Publishing :2023. - xii, 429 p. :ill., digital ;24 cm. - Lecture notes in computer science,135001611-3349 ;. - Lecture notes in computer science ;4891..

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.

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 European AI researchers. In addition, the school also included 4 invited talks, a student poster presentation, and a mentorship program. This volume contains 21 tutorial chapters organized according to the following themes: human-centered AI; human-centered machine learning; explainable AI; ethics, law, and the societal aspects of AI; argumentation; and social simulation. The contributions include learning objectives, reading lists, and links to further resources.

ISBN: 9783031243493$q(electronic bk.)

Standard No.: 10.1007/978-3-031-24349-3doiSubjects--Topical Terms:

252958
Artificial intelligence

LC Class. No.: Q334.5

Dewey Class. No.: 006.3

Human-centered artificial intelligenceadvanced lectures /
LDR:02910nmm a2200349 a 4500 001 642622
003 DE-He213
005 20230403074148.0
006 m d
007 cr nn 008maaau
008 231123s2023 sz s 0 eng d
020 $a 9783031243493$q(electronic bk.)
020 $a 9783031243486$q(paper)
024 7 $a 10.1007/978-3-031-24349-3 $2 doi
035 $a 978-3-031-24349-3
040 $a GP $c GP
041 0 $a eng
050 4 $a Q334.5
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q334.5 $b .E89 2021
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Human-centered artificial intelligence $h [electronic resource] : $b advanced lectures / $c edited by Mohamed Chetouani ... [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2023.
300 $a xii, 429 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 1611-3349 ; $v 13500
490 1 $a Lecture notes in artificial intelligence
505 0 $a 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.
520 $a 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 European AI researchers. In addition, the school also included 4 invited talks, a student poster presentation, and a mentorship program. This volume contains 21 tutorial chapters organized according to the following themes: human-centered AI; human-centered machine learning; explainable AI; ethics, law, and the societal aspects of AI; argumentation; and social simulation. The contributions include learning objectives, reading lists, and links to further resources.
650 0 $a Artificial intelligence $3 252958
650 0 $a Human-computer interaction $v Congresses. $3 384531
650 1 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Theory of Computation. $3 274475
650 2 4 $a Software Engineering. $3 274511
650 2 4 $a Computing Milieux. $3 275270
650 2 4 $a Computer and Information Systems Applications. $3 913125
700 1 $a Chetouani, Mohamed. $3 949962
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
830 0 $a Lecture notes in artificial intelligence. $3 822012
856 4 0 $u https://doi.org/10.1007/978-3-031-24349-3
950 $a Computer Science (SpringerNature-11645)