Metric learning in dissimilarity space for improved nearest neighbor performance

RPW Duin; M Bicego; M Orozco-Alzate; S.-W. Kim; M Loog

doi:10.1007/978-3-662-44415-3_19

Metric learning in dissimilarity space for improved nearest neighbor performance

RPW Duin, M Bicego, M Orozco-Alzate, S.-W. Kim, M Loog

Pattern Recognition and Bioinformatics

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

17 Citations (Scopus)

Original language	English
Title of host publication	Proceedings of the Joint IAPR International Workshop, S+SSPR 2014
Editors	P Fränti, G Brown, M Loog, F Escolano, M Pelillo
Place of Publication	Berlin Heidelberg Germany
Publisher	Springer
Pages	183-192
Number of pages	10
ISBN (Print)	978-3-662-44415-3
DOIs	https://doi.org/10.1007/978-3-662-44415-3_19
Publication status	Published - 2014
Event	Joint IAPR International Workshop, S+SSPR 2014, Joensuu, Finland - Berlin Heidelberg Germany Duration: 20 Aug 2014 → 22 Aug 2014

Publication series

Name
Publisher	Springer

Name	Lecture Notes in Computer Science
Volume	8621
ISSN (Print)	0302-9743

Conference

Conference	Joint IAPR International Workshop, S+SSPR 2014, Joensuu, Finland
Period	20/08/14 → 22/08/14

Access to Document

10.1007/978-3-662-44415-3_19

Cite this

Duin, RPW., Bicego, M., Orozco-Alzate, M., Kim, S.-W., & Loog, M. (2014). Metric learning in dissimilarity space for improved nearest neighbor performance. In P. Fränti, G. Brown, M. Loog, F. Escolano, & M. Pelillo (Eds.), Proceedings of the Joint IAPR International Workshop, S+SSPR 2014 (pp. 183-192). (Lecture Notes in Computer Science; Vol. 8621). Springer. https://doi.org/10.1007/978-3-662-44415-3_19

@inproceedings{a81d956d84f446bbb4a4547a23996fb8,

title = "Metric learning in dissimilarity space for improved nearest neighbor performance",

author = "RPW Duin and M Bicego and M Orozco-Alzate and S.-W. Kim and M Loog",

year = "2014",

doi = "10.1007/978-3-662-44415-3_19",

language = "English",

isbn = "978-3-662-44415-3",

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pages = "183--192",

editor = "P Fr{\"a}nti and G Brown and M Loog and F Escolano and M Pelillo",

booktitle = "Proceedings of the Joint IAPR International Workshop, S+SSPR 2014",

note = "Joint IAPR International Workshop, S+SSPR 2014, Joensuu, Finland ; Conference date: 20-08-2014 Through 22-08-2014",

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Duin, RPW, Bicego, M, Orozco-Alzate, M, Kim, S-W & Loog, M 2014, Metric learning in dissimilarity space for improved nearest neighbor performance. in P Fränti, G Brown, M Loog, F Escolano & M Pelillo (eds), Proceedings of the Joint IAPR International Workshop, S+SSPR 2014. Lecture Notes in Computer Science, vol. 8621, Springer, Berlin Heidelberg Germany, pp. 183-192, Joint IAPR International Workshop, S+SSPR 2014, Joensuu, Finland, 20/08/14. https://doi.org/10.1007/978-3-662-44415-3_19

Metric learning in dissimilarity space for improved nearest neighbor performance. / Duin, RPW; Bicego, M; Orozco-Alzate, M et al.
Proceedings of the Joint IAPR International Workshop, S+SSPR 2014. ed. / P Fränti; G Brown; M Loog; F Escolano; M Pelillo. Berlin Heidelberg Germany: Springer, 2014. p. 183-192 (Lecture Notes in Computer Science; Vol. 8621).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Metric learning in dissimilarity space for improved nearest neighbor performance

AU - Duin, RPW

AU - Bicego, M

AU - Orozco-Alzate, M

AU - Kim, S.-W.

AU - Loog, M

PY - 2014

Y1 - 2014

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DO - 10.1007/978-3-662-44415-3_19

M3 - Conference contribution

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EP - 192

BT - Proceedings of the Joint IAPR International Workshop, S+SSPR 2014

A2 - Fränti, P

A2 - Brown, G

A2 - Loog, M

A2 - Escolano, F

A2 - Pelillo, M

PB - Springer

CY - Berlin Heidelberg Germany

T2 - Joint IAPR International Workshop, S+SSPR 2014, Joensuu, Finland

Y2 - 20 August 2014 through 22 August 2014

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Duin RPW, Bicego M, Orozco-Alzate M, Kim SW, Loog M. Metric learning in dissimilarity space for improved nearest neighbor performance. In Fränti P, Brown G, Loog M, Escolano F, Pelillo M, editors, Proceedings of the Joint IAPR International Workshop, S+SSPR 2014. Berlin Heidelberg Germany: Springer. 2014. p. 183-192. (Lecture Notes in Computer Science). doi: 10.1007/978-3-662-44415-3_19