A pairwise class interaction framework for multilabel classification

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

doi:10.1007/978-3-319-11433-0_2

A pairwise class interaction framework for multilabel classification

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

Department of Computer Science

Research output: Contribution to book/anthology/report/conference proceeding › Conference abstract in proceeding › Research › peer-review

5 Citations (Scopus)

Original language	English
Title of host publication	Proceedings of the 7th European Workshop on Probabilistic Graphical Models
Editors	Linda C. van der Gaag, Ad J. Feelders
Number of pages	16
Volume	8754
Publisher	Springer Publishing Company
Publication date	2014
Pages	17-32
ISBN (Print)	978-3-319-11432-3
ISBN (Electronic)	978-3-319-11433-0
DOIs	https://doi.org/10.1007/978-3-319-11433-0_2
Publication status	Published - 2014
Event	The 7th European Workshop on Probabilistic Graphical Models - Department of Information and Computing Sciences of Utrecht University, Utrecht, Netherlands Duration: 17 Sept 2014 → 19 Sept 2014

Conference

Conference	The 7th European Workshop on Probabilistic Graphical Models
Location	Department of Information and Computing Sciences of Utrecht University
Country/Territory	Netherlands
City	Utrecht
Period	17/09/2014 → 19/09/2014

Series	Lecture Notes in Computer Science
ISSN	0302-9743

Keywords

Multidimensional classification
probabilistic classifiers
Markov random fields

Access to Document

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

AUB Link

Search for the material in Aalborg University Library's search engine

Cite this

@inbook{b7de25054253485d862f2c1191432387,

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",

doi = "10.1007/978-3-319-11433-0_2",

language = "English",

isbn = "978-3-319-11432-3",

volume = "8754",

series = "Lecture Notes in Computer Science",

publisher = "Springer Publishing Company",

pages = "17--32",

editor = "{van der Gaag}, {Linda C. } and Feelders, {Ad J. }",

booktitle = "Proceedings of the 7th European Workshop on Probabilistic Graphical Models",

address = "United States",

note = "The 7th European Workshop on Probabilistic Graphical Models ; Conference date: 17-09-2014 Through 19-09-2014",

}

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, The 7th European Workshop on Probabilistic Graphical Models, 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 et al.
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 proceeding › Conference abstract in proceeding › Research › peer-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

T2 - The 7th European Workshop on Probabilistic Graphical Models

Y2 - 17 September 2014 through 19 September 2014

ER -