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Accurate parameter estimation for Bayesian network classifiers using hierarchical Dirichlet processes

Petitjean, Francois, Buntine, Wray, Webb, Geoffrey I. and Zaidi, Nayyar 2018, Accurate parameter estimation for Bayesian network classifiers using hierarchical Dirichlet processes, in ECML-PKDD 2018 : Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer, Berlin, Germany, pp. 1303-1331, doi: 10.1007/s10994-018-5718-0.

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Title Accurate parameter estimation for Bayesian network classifiers using hierarchical Dirichlet processes
Author(s) Petitjean, Francois
Buntine, Wray
Webb, Geoffrey I.
Zaidi, NayyarORCID iD for Zaidi, Nayyar orcid.org/0000-0003-4024-2517
Conference name European Machine Learning and Data Mining. Conference (2018 : Dublin, Ireland)
Conference location Dublin, Ireland
Conference dates 10-14 Oct. 2018
Title of proceedings ECML-PKDD 2018 : Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
Editor(s) Berlingerio, M.
Bonchi, F.
Gartner, T.
Hurley, N.
Ifrim, G.
Publication date 2018
Series Machine Learning
Start page 1303
End page 1331
Total pages 29
Publisher Springer
Place of publication Berlin, Germany
Keyword(s) Bayesian network
Parameter estimation
Graphical models
Dirichlet processes
Smoothing
Classification
ISSN 0885-6125
1573-0565
Language eng
DOI 10.1007/s10994-018-5718-0
Indigenous content off
Field of Research 0801 Artificial Intelligence and Image Processing
1702 Cognitive Sciences
HERDC Research category E1.1 Full written paper - refereed
Free to Read? Yes
Persistent URL http://hdl.handle.net/10536/DRO/DU:30135377

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Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au.