eXplainable AI (XAI): an introduction to the XAI landscape with practical examples

Rowan Hughes; Cameron Edmond; Lindsay Wells; Mashhuda Glencross; Liming Zhu; Tomasz Bednarz

doi:10.1145/3415263.3419166

eXplainable AI (XAI): an introduction to the XAI landscape with practical examples

Rowan Hughes, Cameron Edmond, Lindsay Wells, Mashhuda Glencross, Liming Zhu, Tomasz Bednarz

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

9 Citations (Scopus)

Abstract

• Do Machine Learning algorithms have a Soul?
• Could they understand every day's reality as us Humans do?
• What the consequence of their Creativity?
• Can they help us to understand world better?

Original language	English
Title of host publication	SIGGRAPH Asia 2020 Courses, SA 2020
Place of Publication	New York, NY
Publisher	Association for Computing Machinery, Inc
Pages	1-62
Number of pages	62
ISBN (Electronic)	9781450381123
DOIs	https://doi.org/10.1145/3415263.3419166
Publication status	Published - 2020
Externally published	Yes
Event	SIGGRAPH Asia 2020 Courses - International Conference on Computer Graphics and Interactive Techniques, SA 2020 - Virtual, Online, Korea, Republic of Duration: 4 Dec 2020 → 13 Dec 2020

Publication series

Name	SIGGRAPH Asia 2020 Courses, SA 2020

Conference

Conference	SIGGRAPH Asia 2020 Courses - International Conference on Computer Graphics and Interactive Techniques, SA 2020
Country/Territory	Korea, Republic of
City	Virtual, Online
Period	4/12/20 → 13/12/20

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10.1145/3415263.3419166

Cite this

@inproceedings{2b3664bf1a674557839ab5b25be81b61,

title = "eXplainable AI (XAI): an introduction to the XAI landscape with practical examples",

abstract = "• Do Machine Learning algorithms have a Soul? • Could they understand every day's reality as us Humans do? • What the consequence of their Creativity? • Can they help us to understand world better?",

author = "Rowan Hughes and Cameron Edmond and Lindsay Wells and Mashhuda Glencross and Liming Zhu and Tomasz Bednarz",

year = "2020",

doi = "10.1145/3415263.3419166",

language = "English",

series = "SIGGRAPH Asia 2020 Courses, SA 2020",

publisher = "Association for Computing Machinery, Inc",

pages = "1--62",

booktitle = "SIGGRAPH Asia 2020 Courses, SA 2020",

note = "SIGGRAPH Asia 2020 Courses - International Conference on Computer Graphics and Interactive Techniques, SA 2020 ; Conference date: 04-12-2020 Through 13-12-2020",

}

Hughes, R, Edmond, C, Wells, L, Glencross, M, Zhu, L & Bednarz, T 2020, eXplainable AI (XAI): an introduction to the XAI landscape with practical examples. in SIGGRAPH Asia 2020 Courses, SA 2020., 11, SIGGRAPH Asia 2020 Courses, SA 2020, Association for Computing Machinery, Inc, New York, NY, pp. 1-62, SIGGRAPH Asia 2020 Courses - International Conference on Computer Graphics and Interactive Techniques, SA 2020, Virtual, Online, Korea, Republic of, 4/12/20. https://doi.org/10.1145/3415263.3419166

eXplainable AI (XAI): an introduction to the XAI landscape with practical examples. / Hughes, Rowan; Edmond, Cameron; Wells, Lindsay et al.
SIGGRAPH Asia 2020 Courses, SA 2020. New York, NY: Association for Computing Machinery, Inc, 2020. p. 1-62 11 (SIGGRAPH Asia 2020 Courses, SA 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

TY - GEN

T1 - eXplainable AI (XAI)

T2 - SIGGRAPH Asia 2020 Courses - International Conference on Computer Graphics and Interactive Techniques, SA 2020

AU - Hughes, Rowan

AU - Edmond, Cameron

AU - Wells, Lindsay

AU - Glencross, Mashhuda

AU - Zhu, Liming

AU - Bednarz, Tomasz

PY - 2020

Y1 - 2020

N2 - • Do Machine Learning algorithms have a Soul? • Could they understand every day's reality as us Humans do? • What the consequence of their Creativity? • Can they help us to understand world better?

AB - • Do Machine Learning algorithms have a Soul? • Could they understand every day's reality as us Humans do? • What the consequence of their Creativity? • Can they help us to understand world better?

UR - https://www.scopus.com/pages/publications/85098714339

U2 - 10.1145/3415263.3419166

DO - 10.1145/3415263.3419166

M3 - Conference proceeding contribution

AN - SCOPUS:85098714339

T3 - SIGGRAPH Asia 2020 Courses, SA 2020

SP - 1

EP - 62

BT - SIGGRAPH Asia 2020 Courses, SA 2020

PB - Association for Computing Machinery, Inc

CY - New York, NY

Y2 - 4 December 2020 through 13 December 2020

ER -

eXplainable AI (XAI): an introduction to the XAI landscape with practical examples

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