Financial Data Analysis with PGMs Using AMIDST

Rafael Cabanas, Ana M. Martinez, Andres R. Masegosa, Dario Ramos-Lopez, Antonio Sameron, Thomas D. Nielsen, Helge Langseth, Anders L. Madsen

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

3 Citations (Scopus)
Original languageEnglish
Title of host publicationProceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016
Number of pages4
PublisherIEEE
Publication date30 Jan 2017
Pages1284-1287
Article number7836816
ISBN (Electronic)978-1-5090-5910-2
DOIs
Publication statusPublished - 30 Jan 2017
Event16th IEEE International Conference on Data Mining Workshops, ICDMW 2016 - Barcelona, Spain
Duration: 12 Dec 201615 Dec 2016

Conference

Conference16th IEEE International Conference on Data Mining Workshops, ICDMW 2016
CountrySpain
CityBarcelona
Period12/12/201615/12/2016
SponsorIEEE Computer Society

Fingerprint

Economics

Keywords

  • Concept drift
  • Data streams
  • Financial data
  • Java 8
  • Latent variable models
  • Machine learning
  • Probabilistic graphical models
  • Scalable learning
  • Variational methods

Cite this

Cabanas, R., Martinez, A. M., Masegosa, A. R., Ramos-Lopez, D., Sameron, A., Nielsen, T. D., ... Madsen, A. L. (2017). Financial Data Analysis with PGMs Using AMIDST. In Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016 (pp. 1284-1287). [7836816] IEEE. https://doi.org/10.1109/ICDMW.2016.0185
Cabanas, Rafael ; Martinez, Ana M. ; Masegosa, Andres R. ; Ramos-Lopez, Dario ; Sameron, Antonio ; Nielsen, Thomas D. ; Langseth, Helge ; Madsen, Anders L. / Financial Data Analysis with PGMs Using AMIDST. Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. IEEE, 2017. pp. 1284-1287
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Cabanas, R, Martinez, AM, Masegosa, AR, Ramos-Lopez, D, Sameron, A, Nielsen, TD, Langseth, H & Madsen, AL 2017, Financial Data Analysis with PGMs Using AMIDST. in Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016., 7836816, IEEE, pp. 1284-1287, 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016, Barcelona, Spain, 12/12/2016. https://doi.org/10.1109/ICDMW.2016.0185

Financial Data Analysis with PGMs Using AMIDST. / Cabanas, Rafael; Martinez, Ana M.; Masegosa, Andres R.; Ramos-Lopez, Dario; Sameron, Antonio; Nielsen, Thomas D.; Langseth, Helge; Madsen, Anders L.

Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. IEEE, 2017. p. 1284-1287 7836816.

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

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T1 - Financial Data Analysis with PGMs Using AMIDST

AU - Cabanas, Rafael

AU - Martinez, Ana M.

AU - Masegosa, Andres R.

AU - Ramos-Lopez, Dario

AU - Sameron, Antonio

AU - Nielsen, Thomas D.

AU - Langseth, Helge

AU - Madsen, Anders L.

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KW - Concept drift

KW - Data streams

KW - Financial data

KW - Java 8

KW - Latent variable models

KW - Machine learning

KW - Probabilistic graphical models

KW - Scalable learning

KW - Variational methods

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DO - 10.1109/ICDMW.2016.0185

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BT - Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016

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Cabanas R, Martinez AM, Masegosa AR, Ramos-Lopez D, Sameron A, Nielsen TD et al. Financial Data Analysis with PGMs Using AMIDST. In Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. IEEE. 2017. p. 1284-1287. 7836816 https://doi.org/10.1109/ICDMW.2016.0185