Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem

Kirsi Varpa; Henry Joutsijoki; Kati Iltanen; Martti Juhola

doi:10.3233/978-1-60750-806-9-579

Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem

Kirsi Varpa, Henry Joutsijoki, Kati Iltanen, Martti Juhola

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

13 Citations (Scopus)

Original language	English
Title of host publication	User Centred Networked Health Care - Proceedings of MIE 2011
Editors	Anne Moen
Place of Publication	Amsterdam
Publisher	IOS Press
Pages	579583
ISBN (Print)	978-1-60750-805-2
DOIs	https://doi.org/10.3233/978-1-60750-806-9-579
Publication status	Published - 2011
Publication type	A4 Article in conference proceedings

Publication series

Name	Studies in Health Technology and Informatics
Number	169
ISSN (Print)	0926-9630

Keywords

classification
k-lähimmän naapurin menetelmä
k-nearest neighbour method
luokittelu
support vector machines
tukivektorit

Access to Document

10.3233/978-1-60750-806-9-579

Cite this

Varpa, K., Joutsijoki, H., Iltanen, K., & Juhola, M. (2011). Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem. In A. Moen (Ed.), User Centred Networked Health Care - Proceedings of MIE 2011 (pp. 579583). (Studies in Health Technology and Informatics; No. 169). IOS Press. https://doi.org/10.3233/978-1-60750-806-9-579

Varpa, Kirsi ; Joutsijoki, Henry ; Iltanen, Kati et al. / Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem. User Centred Networked Health Care - Proceedings of MIE 2011. editor / Anne Moen. Amsterdam : IOS Press, 2011. pp. 579583 (Studies in Health Technology and Informatics; 169).

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title = "Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem",

keywords = "classification, k-l{\"a}himm{\"a}n naapurin menetelm{\"a}, k-nearest neighbour method, luokittelu, support vector machines, tukivektorit, classification, k-l{\"a}himm{\"a}n naapurin menetelm{\"a}, k-nearest neighbour method, luokittelu, support vector machines, tukivektorit",

author = "Kirsi Varpa and Henry Joutsijoki and Kati Iltanen and Martti Juhola",

year = "2011",

doi = "10.3233/978-1-60750-806-9-579",

language = "English",

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series = "Studies in Health Technology and Informatics",

publisher = "IOS Press",

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booktitle = "User Centred Networked Health Care - Proceedings of MIE 2011",

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Varpa, K, Joutsijoki, H , Iltanen, K & Juhola, M 2011, Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem. in A Moen (ed.), User Centred Networked Health Care - Proceedings of MIE 2011. Studies in Health Technology and Informatics, no. 169, IOS Press, Amsterdam, pp. 579583. https://doi.org/10.3233/978-1-60750-806-9-579

Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem. / Varpa, Kirsi; Joutsijoki, Henry ; Iltanen, Kati et al.
User Centred Networked Health Care - Proceedings of MIE 2011. ed. / Anne Moen. Amsterdam: IOS Press, 2011. p. 579583 (Studies in Health Technology and Informatics; No. 169).

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

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T1 - Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem

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AU - Joutsijoki, Henry

AU - Iltanen, Kati

AU - Juhola, Martti

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KW - k-lähimmän naapurin menetelmä

KW - k-nearest neighbour method

KW - luokittelu

KW - support vector machines

KW - tukivektorit

KW - classification

KW - k-lähimmän naapurin menetelmä

KW - k-nearest neighbour method

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KW - tukivektorit

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T3 - Studies in Health Technology and Informatics

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BT - User Centred Networked Health Care - Proceedings of MIE 2011

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Varpa K, Joutsijoki H , Iltanen K , Juhola M. Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem. In Moen A, editor, User Centred Networked Health Care - Proceedings of MIE 2011. Amsterdam: IOS Press. 2011. p. 579583. (Studies in Health Technology and Informatics; 169). doi: 10.3233/978-1-60750-806-9-579