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Efficient Information Gathering in Discrete Bayesian Networks

Lilleborge, Marie
Doctoral thesis
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PhD-Lilleborge-DUO.pdf (593.1Kb)
Year
2017
Permanent link
http://urn.nb.no/URN:NBN:no-56874

CRIStin
1433842

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Appears in the following Collection
  • Matematisk institutt [2453]
  • CRIStin høstingsarkiv [16034]
Abstract
No abstract.
List of papers
Paper I LILLEBORGE, M., HAUGE, R. & EIDSVIK, J. (2016a). Information Gathering in Bayesian Networks Applied to Petroleum Prospecting. Mathematical Geosciences 48, 233–257 The paper is removed from the thesis in DUO due to publisher restrictions. The published version is available at: https://doi.org/10.1007/s11004-015-9616-8
Paper II LILLEBORGE,M. & EIDSVIK, J. (2017). Efficient designs for Bayesian networks with sub-tree bounds. Statistics and Computing 27, 301-318. The paper is removed from the thesis in DUO due to publisher restrictions. The published version is available at: https://doi.org/10.1007/s11222-015-9623-0
Paper III LILLEBORGE, M. (2016). Efficient optimization with Junction Tree bounds in discrete MTP2 distributions. Tech. rep., Norwegian Computing Center. The paper is available in DUO as a part of the thesis.
Paper IV LILLEBORGE, M., HOFVIND, S., SEBUØDEGÅRD, S.&HAUGE, R. (2016b). Using Bayesian Networks to optimize performance of the Norwegian Breast Cancer Screening Program - a modelling study. Submitted for publication in Statistics in Medicine To be published. The paper is removed from the thesis in DUO awaiting publishing.
 
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