A pairwise class interaction framework for multilabel classification

Jacinto Arias, José A. Gámez, Thomas Dyhre Nielsen, José M. Puerta

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearchpeer-review

5 Citations (Scopus)
Original languageEnglish
Title of host publicationProceedings of the 7th European Workshop on Probabilistic Graphical Models
EditorsLinda C. van der Gaag, Ad J. Feelders
Number of pages16
Volume8754
PublisherSpringer Publishing Company
Publication date2014
Pages17-32
ISBN (Print)978-3-319-11432-3
ISBN (Electronic)978-3-319-11433-0
DOIs
Publication statusPublished - 2014
EventThe 7th European Workshop on Probabilistic Graphical Models - Department of Information and Computing Sciences of Utrecht University, Utrecht, Netherlands
Duration: 17 Sep 201419 Sep 2014

Conference

ConferenceThe 7th European Workshop on Probabilistic Graphical Models
Location Department of Information and Computing Sciences of Utrecht University
CountryNetherlands
CityUtrecht
Period17/09/201419/09/2014
SeriesLecture Notes in Computer Science
ISSN0302-9743

Keywords

  • Multidimensional classification
  • probabilistic classifiers
  • Markov random fields

Cite this

Arias, J., Gámez, J. A., Nielsen, T. D., & Puerta, J. M. (2014). A pairwise class interaction framework for multilabel classification. In L. C. van der Gaag, & A. J. Feelders (Eds.), Proceedings of the 7th European Workshop on Probabilistic Graphical Models (Vol. 8754, pp. 17-32). Springer Publishing Company. Lecture Notes in Computer Science https://doi.org/10.1007/978-3-319-11433-0_2
Arias, Jacinto ; Gámez, José A. ; Nielsen, Thomas Dyhre ; Puerta, José M. / A pairwise class interaction framework for multilabel classification. Proceedings of the 7th European Workshop on Probabilistic Graphical Models. editor / Linda C. van der Gaag ; Ad J. Feelders. Vol. 8754 Springer Publishing Company, 2014. pp. 17-32 (Lecture Notes in Computer Science).
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title = "A pairwise class interaction framework for multilabel classification",
keywords = "Multidimensional classification, probabilistic classifiers, Markov random fields",
author = "Jacinto Arias and G{\'a}mez, {Jos{\'e} A.} and Nielsen, {Thomas Dyhre} and Puerta, {Jos{\'e} M.}",
year = "2014",
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language = "English",
isbn = "978-3-319-11432-3",
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booktitle = "Proceedings of the 7th European Workshop on Probabilistic Graphical Models",
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Arias, J, Gámez, JA, Nielsen, TD & Puerta, JM 2014, A pairwise class interaction framework for multilabel classification. in LC van der Gaag & AJ Feelders (eds), Proceedings of the 7th European Workshop on Probabilistic Graphical Models. vol. 8754, Springer Publishing Company, Lecture Notes in Computer Science, pp. 17-32, Utrecht, Netherlands, 17/09/2014. https://doi.org/10.1007/978-3-319-11433-0_2

A pairwise class interaction framework for multilabel classification. / Arias, Jacinto; Gámez, José A.; Nielsen, Thomas Dyhre; Puerta, José M.

Proceedings of the 7th European Workshop on Probabilistic Graphical Models. ed. / Linda C. van der Gaag; Ad J. Feelders. Vol. 8754 Springer Publishing Company, 2014. p. 17-32 (Lecture Notes in Computer Science).

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearchpeer-review

TY - ABST

T1 - A pairwise class interaction framework for multilabel classification

AU - Arias, Jacinto

AU - Gámez, José A.

AU - Nielsen, Thomas Dyhre

AU - Puerta, José M.

PY - 2014

Y1 - 2014

KW - Multidimensional classification

KW - probabilistic classifiers

KW - Markov random fields

U2 - 10.1007/978-3-319-11433-0_2

DO - 10.1007/978-3-319-11433-0_2

M3 - Conference abstract in proceeding

SN - 978-3-319-11432-3

VL - 8754

T3 - Lecture Notes in Computer Science

SP - 17

EP - 32

BT - Proceedings of the 7th European Workshop on Probabilistic Graphical Models

A2 - van der Gaag, Linda C.

A2 - Feelders, Ad J.

PB - Springer Publishing Company

ER -

Arias J, Gámez JA, Nielsen TD, Puerta JM. A pairwise class interaction framework for multilabel classification. In van der Gaag LC, Feelders AJ, editors, Proceedings of the 7th European Workshop on Probabilistic Graphical Models. Vol. 8754. Springer Publishing Company. 2014. p. 17-32. (Lecture Notes in Computer Science). https://doi.org/10.1007/978-3-319-11433-0_2