A parallel algorithm for Bayesian network structure learning from large data sets

Original language	English
Journal	Knowledge-Based Systems
Volume	117
Pages (from-to)	46-55
ISSN	0950-7051
DOIs	https://doi.org/10.1016/j.knosys.2016.07.031
Publication status	Published - 2017

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• 10.1016/j.knosys.2016.07.031

• Open access articleFinal published version, 772 KBLicence: CC BY 4.0

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Projects

• 1 Finished

Projects per year

• AMIDST: Analysis of MassIve Data STreams - AMIDST

  Madsen, A. L., Rommerdahl Bock, A., Nielsen, T. D. & Martinez, A. M.

  European Union’s Seventh Framework Programme for research, technological development and demonstration

  01/01/2014 → 31/12/2016

  Project: Research

  • Data Stream 100%
  • Algorithms 95%
  • Data Streaming 62%
  • Graphical Model 50%
  • Use Case 50%

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Madsen, A. L., Jensen, F., Salmerón, A., Langseth, H., & Nielsen, T. D. (2017). A parallel algorithm for Bayesian network structure learning from large data sets. Knowledge-Based Systems, 117, 46-55. https://doi.org/10.1016/j.knosys.2016.07.031

Madsen, Anders Læsø ; Jensen, Frank ; Salmerón, Antonio et al. / A parallel algorithm for Bayesian network structure learning from large data sets. In: Knowledge-Based Systems. 2017 ; Vol. 117. pp. 46-55.

@article{dca9fe74b7d64807839a50abfa77f6e9,

title = "A parallel algorithm for Bayesian network structure learning from large data sets",

author = "Madsen, {Anders L{\ae}s{\o}} and Frank Jensen and Antonio Salmer{\'o}n and Helge Langseth and Nielsen, {Thomas Dyhre}",

year = "2017",

doi = "10.1016/j.knosys.2016.07.031",

language = "English",

volume = "117",

pages = "46--55",

journal = "Knowledge-Based Systems",

issn = "0950-7051",

publisher = "Elsevier",

}

Madsen, AL, Jensen, F, Salmerón, A, Langseth, H & Nielsen, TD 2017, 'A parallel algorithm for Bayesian network structure learning from large data sets', Knowledge-Based Systems, vol. 117, pp. 46-55. https://doi.org/10.1016/j.knosys.2016.07.031

A parallel algorithm for Bayesian network structure learning from large data sets. / Madsen, Anders Læsø; Jensen, Frank; Salmerón, Antonio et al.
In: Knowledge-Based Systems, Vol. 117, 2017, p. 46-55.

Research output: Contribution to journal › Journal article › Research › peer-review

TY - JOUR

T1 - A parallel algorithm for Bayesian network structure learning from large data sets

AU - Madsen, Anders Læsø

AU - Jensen, Frank

AU - Salmerón, Antonio

AU - Langseth, Helge

AU - Nielsen, Thomas Dyhre

PY - 2017

Y1 - 2017

U2 - 10.1016/j.knosys.2016.07.031

DO - 10.1016/j.knosys.2016.07.031

M3 - Journal article

SN - 0950-7051

VL - 117

SP - 46

EP - 55

JO - Knowledge-Based Systems

JF - Knowledge-Based Systems

ER -

Madsen AL, Jensen F, Salmerón A, Langseth H, Nielsen TD. A parallel algorithm for Bayesian network structure learning from large data sets. Knowledge-Based Systems. 2017;117:46-55. doi: 10.1016/j.knosys.2016.07.031