The Cost of Understanding-XAI Algorithms towards Sustainable ML in the View of Computational Cost

Claire Jean-Quartier; K Bein; L Hejny; E Hofer; Andreas Holzinger; F Jeanquartier

doi:10.3390/computation11050092

The Cost of Understanding-XAI Algorithms towards Sustainable ML in the View of Computational Cost

Claire Jean-Quartier (First author)
, K Bein
, L Hejny
, E Hofer
, Andreas Holzinger
, F Jeanquartier

Medical University Graz

Research output: Contribution to journal › Research article

16 Citations (Web of Science)

Original language	English
Article number	92
Number of pages	14
Journal	Computation
Volume	11
Issue number	5
DOIs	https://doi.org/10.3390/computation11050092
Publication status	Published - 4 May 2023

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Branches of science

102 Computer Sciences
211 Other Technical Sciences
305 Other Human Medicine, Health Sciences
301 Medical-Theoretical Sciences, Pharmacy

Research Fields

Cancer Research

DOI

10.3390/computation11050092

Links

Web of Science

Cite this

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title = "The Cost of Understanding-XAI Algorithms towards Sustainable ML in the View of Computational Cost",

author = "Claire Jean-Quartier and K Bein and L Hejny and E Hofer and Andreas Holzinger and F Jeanquartier",

year = "2023",

month = may,

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doi = "10.3390/computation11050092",

language = "English",

volume = "11",

journal = "Computation",

issn = "2079-3197",

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AU - Bein, K

AU - Hejny, L

AU - Hofer, E

AU - Holzinger, Andreas

AU - Jeanquartier, F

A2 - Jean-Quartier, Claire

PY - 2023/5/4

Y1 - 2023/5/4

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U2 - 10.3390/computation11050092

DO - 10.3390/computation11050092

M3 - Research article

SN - 2079-3197

VL - 11

JO - Computation

JF - Computation

IS - 5

M1 - 92

ER -