Structure Learning for Bayesian Networks over Labeled DAGs

Antti Hyttinen; Johan  Pensar; Juha Kontinen; Jukka Corander

Structure Learning for Bayesian Networks over Labeled DAGs

Antti Hyttinen, Johan Pensar, Juha Kontinen, Jukka Corander

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	Proceedings of the Ninth International Conference on Probabilistic Graphical Models
Number of pages	12
Volume	72
Publisher	PMLR
Publication date	2018
Pages	133-144
Publication status	Published - 2018
MoE publication type	A4 Article in conference proceedings
Event	9th International Conference on Probabilistic Graphical Models - Duration: 11 Sept 2018 → 14 Sept 2018

Publication series

Name	Proceedings of Machine Learning Research
Publisher	PMLR
Volume	72
ISSN (Electronic)	1938-7228

Fields of Science

113 Computer and information sciences
111 Mathematics

Access to Document

hyttinen18aFinal published version, 249 KB

http://proceedings.mlr.press/v72/hyttinen18a.html

Cite this

@inproceedings{362c5ea407db4376a5421100006bcafd,

title = "Structure Learning for Bayesian Networks over Labeled DAGs",

keywords = "113 Computer and information sciences, 111 Mathematics",

author = "Antti Hyttinen and Johan Pensar and Juha Kontinen and Jukka Corander",

year = "2018",

language = "English",

volume = "72",

series = "Proceedings of Machine Learning Research",

publisher = "PMLR",

pages = "133--144",

booktitle = "Proceedings of the Ninth International Conference on Probabilistic Graphical Models",

address = "United States",

note = "9th International Conference on Probabilistic Graphical Models, PGM 2018 ; Conference date: 11-09-2018 Through 14-09-2018",

}

Hyttinen, A, Pensar, J, Kontinen, J & Corander, J 2018, Structure Learning for Bayesian Networks over Labeled DAGs. in Proceedings of the Ninth International Conference on Probabilistic Graphical Models. vol. 72, Proceedings of Machine Learning Research, vol. 72, PMLR, pp. 133-144, 9th International Conference on Probabilistic Graphical Models, 11/09/2018. <http://proceedings.mlr.press/v72/hyttinen18a.html>

Structure Learning for Bayesian Networks over Labeled DAGs. / Hyttinen, Antti; Pensar, Johan ; Kontinen, Juha et al.
Proceedings of the Ninth International Conference on Probabilistic Graphical Models. Vol. 72 PMLR, 2018. p. 133-144 (Proceedings of Machine Learning Research; Vol. 72).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Structure Learning for Bayesian Networks over Labeled DAGs

AU - Hyttinen, Antti

AU - Pensar, Johan

AU - Kontinen, Juha

AU - Corander, Jukka

PY - 2018

Y1 - 2018

KW - 113 Computer and information sciences

KW - 111 Mathematics

M3 - Conference contribution

VL - 72

T3 - Proceedings of Machine Learning Research

SP - 133

EP - 144

BT - Proceedings of the Ninth International Conference on Probabilistic Graphical Models

PB - PMLR

T2 - 9th International Conference on Probabilistic Graphical Models

Y2 - 11 September 2018 through 14 September 2018

ER -