Explaining the decisions of deep learning models for load disaggregation (NILM) based on XAI
author
Machlev, Ram
Malka, Asaf
Perl, Michael
Levron, Yoash
Belikov, Juri
statement of authorship
R. Machlev, A. Malka, M. Perl, Y. Levron, J. Belikov
source
2022 IEEE Power & Energy Society General Meeting (PESGM)
location of publication
Washington
publisher
IEEE Computer Society
year of publication
2022
pages
art. 183865 , p. 1-5 : ill
conference name, date
2022 IEEE Power and Energy Society General Meeting, PESGM 2022, 17 July-21 July 2022
conference location
Denver, USA
url
https://doi.org/10.1109/PESGM48719.2022.9917049
subject term
võrgustikukäsitlus
sügavõpe
tehisintellekt
koormus (tehnika)
Scopus
Scopus
subject of form
konverentsikogumikud
keyword
convolutional neural network
deep-learning
explainable artificial intelligence
load disaggregation
NILM
non-intrusive load monitoring
XAI
ISSN
1944-9925
ISBN
978-166540823-3
notes
Bibliogr.: 26 ref
classifier
3.1
TalTech department
tarkvarateaduse instituut
language
inglise
Reserch Group
Centre for intelligent systems
Nonlinear control systems group