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Probabilistic Topic Models: A focus on graphical model design and applications to document and image analysis.

Publication ,  Journal Article
Blei, D; Carin, L; Dunson, D
Published in: IEEE signal processing magazine
November 2010
Published version (DOI)

Duke Scholars

Lawrence Carin
Author Lawrence Carin Electrical and Computer Engineering
David B. Dunson
Author David B. Dunson Statistical Science
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Published In

IEEE signal processing magazine

DOI

10.1109/msp.2010.938079

EISSN

1558-0792

ISSN

1053-5888

Publication Date

November 2010

Volume

27

Issue

6

Start / End Page

55 / 65

Related Subject Headings

  • Networking & Telecommunications
  • 4603 Computer vision and multimedia computation
  • 4006 Communications engineering
  • 0913 Mechanical Engineering
  • 0906 Electrical and Electronic Engineering
  • 0801 Artificial Intelligence and Image Processing
 

Citation

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ICMJE
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Blei, D., Carin, L., & Dunson, D. (2010). Probabilistic Topic Models: A focus on graphical model design and applications to document and image analysis. IEEE Signal Processing Magazine, 27(6), 55–65. https://doi.org/10.1109/msp.2010.938079
Blei, David, Lawrence Carin, and David Dunson. “Probabilistic Topic Models: A focus on graphical model design and applications to document and image analysis.” IEEE Signal Processing Magazine 27, no. 6 (November 2010): 55–65. https://doi.org/10.1109/msp.2010.938079.
Blei D, Carin L, Dunson D. Probabilistic Topic Models: A focus on graphical model design and applications to document and image analysis. IEEE signal processing magazine. 2010 Nov;27(6):55–65.
Blei, David, et al. “Probabilistic Topic Models: A focus on graphical model design and applications to document and image analysis.” IEEE Signal Processing Magazine, vol. 27, no. 6, Nov. 2010, pp. 55–65. Epmc, doi:10.1109/msp.2010.938079.
Blei D, Carin L, Dunson D. Probabilistic Topic Models: A focus on graphical model design and applications to document and image analysis. IEEE signal processing magazine. 2010 Nov;27(6):55–65.

Published In

IEEE signal processing magazine

DOI

10.1109/msp.2010.938079

EISSN

1558-0792

ISSN

1053-5888

Publication Date

November 2010

Volume

27

Issue

6

Start / End Page

55 / 65

Related Subject Headings

  • Networking & Telecommunications
  • 4603 Computer vision and multimedia computation
  • 4006 Communications engineering
  • 0913 Mechanical Engineering
  • 0906 Electrical and Electronic Engineering
  • 0801 Artificial Intelligence and Image Processing