Work Disability Risk Prediction Using Machine Learning, Comparison of Two Methods

Katja Saarela; Vili Huhta-Koivisto; Jukka K. Nurminen

doi:10.1007/978-3-031-14054-9_2

Work Disability Risk Prediction Using Machine Learning, Comparison of Two Methods

Katja Saarela
, Vili Huhta-Koivisto
, Jukka K. Nurminen

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

Originalspråk	engelska
Titel på värdpublikation	Proceedings of the ICR’22 International Conference on Innovations in Computing Research
Redaktörer	Kevin Daimi, Abeer Al Sadoon
Antal sidor	9
Volym	1431
Förlag	Springer
Utgivningsdatum	aug. 2022
Sidor	13-21
ISBN (tryckt)	978-3-031-14053-2
ISBN (elektroniskt)	978-3-031-14054-9
DOI	https://doi.org/10.1007/978-3-031-14054-9_2
Status	Publicerad - aug. 2022
MoE-publikationstyp	A4 Artikel i en konferenspublikation
Evenemang	The International Conference on Innovations in Computing Research - Athens, Grekland Varaktighet: 29 aug. 2022 → 31 aug. 2022

Publikationsserier

Namn	Proceedings of the International Conference on Innovations in Computing Research (ICR'22)
Förlag	Springer Nature
ISSN (tryckt)	2194-5357
ISSN (elektroniskt)	2194-5365

Vetenskapsgrenar

113 Data- och informationsvetenskap

Åtkomst av dokument

10.1007/978-3-031-14054-9_2

Work disability risk prediction using machine learning, comparison of two methods AAM versionAccepterat manuskript från författare, 659 KB

Citera det här

Saarela, K., Huhta-Koivisto, V., & Nurminen, J. K. (2022). Work Disability Risk Prediction Using Machine Learning, Comparison of Two Methods. I K. Daimi, & A. Al Sadoon (Red.), Proceedings of the ICR’22 International Conference on Innovations in Computing Research (Vol. 1431, s. 13-21). (Proceedings of the International Conference on Innovations in Computing Research (ICR'22)). Springer. https://doi.org/10.1007/978-3-031-14054-9_2

Saarela, Katja ; Huhta-Koivisto, Vili ; Nurminen, Jukka K. / Work Disability Risk Prediction Using Machine Learning, Comparison of Two Methods. Proceedings of the ICR’22 International Conference on Innovations in Computing Research. redaktör / Kevin Daimi ; Abeer Al Sadoon. Vol. 1431 Springer, 2022. s. 13-21 (Proceedings of the International Conference on Innovations in Computing Research (ICR'22)).

@inproceedings{5ebc4b25d741415bb63232f886df99fe,

title = "Work Disability Risk Prediction Using Machine Learning, Comparison of Two Methods",

keywords = "113 Computer and information sciences, Machine learning, Nlp, Neural networks, ULMFit",

author = "Katja Saarela and Vili Huhta-Koivisto and Nurminen, \{Jukka K.\}",

year = "2022",

month = aug,

doi = "10.1007/978-3-031-14054-9\_2",

language = "English",

isbn = "978-3-031-14053-2",

volume = "1431",

series = "Proceedings of the International Conference on Innovations in Computing Research (ICR'22)",

publisher = "Springer",

pages = "13--21",

editor = "Daimi, \{Kevin \} and \{Al Sadoon\}, \{Abeer \}",

booktitle = "Proceedings of the ICR{\textquoteright}22 International Conference on Innovations in Computing Research",

address = "United States",

note = "The International Conference on Innovations in Computing Research, ICR'22 ; Conference date: 29-08-2022 Through 31-08-2022",

}

Saarela, K, Huhta-Koivisto, V & Nurminen, JK 2022, Work Disability Risk Prediction Using Machine Learning, Comparison of Two Methods. i K Daimi & A Al Sadoon (red), Proceedings of the ICR’22 International Conference on Innovations in Computing Research. vol. 1431, Proceedings of the International Conference on Innovations in Computing Research (ICR'22), Springer, s. 13-21, The International Conference on Innovations in Computing Research, Athens, Grekland, 29/08/2022. https://doi.org/10.1007/978-3-031-14054-9_2

Work Disability Risk Prediction Using Machine Learning, Comparison of Two Methods. / Saarela, Katja; Huhta-Koivisto, Vili; Nurminen, Jukka K.
Proceedings of the ICR’22 International Conference on Innovations in Computing Research. red. / Kevin Daimi; Abeer Al Sadoon. Vol. 1431 Springer, 2022. s. 13-21 (Proceedings of the International Conference on Innovations in Computing Research (ICR'22)).

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

TY - GEN

T1 - Work Disability Risk Prediction Using Machine Learning, Comparison of Two Methods

AU - Saarela, Katja

AU - Huhta-Koivisto, Vili

AU - Nurminen, Jukka K.

PY - 2022/8

Y1 - 2022/8

KW - 113 Computer and information sciences

KW - Machine learning

KW - Nlp

KW - Neural networks

KW - ULMFit

U2 - 10.1007/978-3-031-14054-9_2

DO - 10.1007/978-3-031-14054-9_2

M3 - Conference contribution

SN - 978-3-031-14053-2

VL - 1431

T3 - Proceedings of the International Conference on Innovations in Computing Research (ICR'22)

SP - 13

EP - 21

BT - Proceedings of the ICR’22 International Conference on Innovations in Computing Research

A2 - Daimi, Kevin

A2 - Al Sadoon, Abeer

PB - Springer

T2 - The International Conference on Innovations in Computing Research

Y2 - 29 August 2022 through 31 August 2022

ER -

Saarela K, Huhta-Koivisto V, Nurminen JK. Work Disability Risk Prediction Using Machine Learning, Comparison of Two Methods. I Daimi K, Al Sadoon A, redaktörer, Proceedings of the ICR’22 International Conference on Innovations in Computing Research. Vol. 1431. Springer. 2022. s. 13-21. (Proceedings of the International Conference on Innovations in Computing Research (ICR'22)). doi: 10.1007/978-3-031-14054-9_2