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Title:Human gait activity recognition machine learning methods
Authors:ID Slemenšek, Jan (Author)
ID Fister, Iztok (Author)
ID Geršak, Jelka (Author)
ID Bratina, Božidar (Author)
ID Van Midden, Vesna M. (Author)
ID Pirtošek, Zvezdan (Author)
ID Šafarič, Riko (Author)
Files:.pdf sensors-23-00745-v2.pdf (5,11 MB)
MD5: EFA673144A4E7A719A7417B198AA848D
 
URL https://www.mdpi.com/1424-8220/23/2/745
 
Language:English
Work type:Article
Typology:1.01 - Original Scientific Article
Organization:FERI - Faculty of Electrical Engineering and Computer Science
FS - Faculty of Mechanical Engineering
Keywords:human gait, activity recognition, wearable, machine learning, convolutional neural network, recurrent neural network, attention mechanism
Publication status:Published
Publication version:Version of Record
Submitted for review:09.12.2022
Article acceptance date:03.01.2023
Publication date:09.01.2023
Publisher:MDPI
Year of publishing:2023
Number of pages:Str. 1-24
Numbering:Vol. 23, iss. 2, [article no.] 745
PID:20.500.12556/DKUM-88156 New window
UDC:004.946.5
ISSN on article:1424-8220
COBISS.SI-ID:138729475 New window
DOI:10.3390/s23020745 New window
Publication date in DKUM:10.04.2024
Views:502
Downloads:40
Metadata:XML DC-XML DC-RDF
Categories:Misc.
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Record is a part of a journal

Title:Sensors
Shortened title:Sensors
Publisher:MDPI
ISSN:1424-8220
COBISS.SI-ID:10176278 New window

Document is financed by a project

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P2-0123-2018
Name:Oblačilna znanost, udobje in tekstilni materiali

Funder:Other - Other funder or multiple funders
Funding programme:Contracts on co-financing of research activities UM
Project number:1000-2022-0552

Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.

Secondary language

Language:Slovenian
Keywords:hoha, prepoznavanje aktivnosti, nosljivost, strojno učenje, konvolucijske nevronske mreže, rekurzivna nevronska omrežja, povratna nevronska mreža, mehanizmi pozornosti


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