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Empirical Hardness of Finding Optimal Bayesian Network Structures: Algorithm Selection and Runtime Prediction

Year of publication

2018

Authors

Malone, Brandon; Kangas, Kustaa; Järvisalo, Matti; Koivisto, Mikko; Myllymäki, Petri

Organizations and authors

University of Helsinki

Myllymäki Petri

Kangas Kustaa

Koivisto Mikko

Järvisalo Matti

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Original article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A1 Journal article (refereed), original research

Publication channel information

Journal

Machine Learning

Parent publication name

Machine Learning

Volume

107

Issue

1

Pages

247-283

ISSN

0885-6125

​Publication forum

62830

​Publication forum level

3

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Partially open publication channel

Self-archived

Yes

Other information

Fields of science

Computer and information sciences

Keywords

[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Publication country

United States

Internationality of the publisher

International

Language

English

International co-publication

Yes

Co-publication with a company

No

DOI

10.1007/s10994-017-5680-2

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes