Learning discrete decomposable graphical models via constraint optimization

Tomi Janhunen, Martin Gebser, Jussi Rintanen, Henrik Nyman, Johan Pensar, Jukka Corander

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
JournalStatistics and Computing
Volume27
Issue number1
Pages (from-to)115-130
Number of pages16
ISSN0960-3174
DOIs
Publication statusPublished - Jan 2017
MoE publication typeA1 Journal article-refereed

Fields of Science

  • Graphical models
  • Structure learning
  • Constraint programming
  • Satisfiability
  • MAXSAT
  • Answer set programming
  • CONTINGENCY-TABLES
  • SEARCH
  • 113 Computer and information sciences
  • 112 Statistics and probability

Cite this

Janhunen, Tomi ; Gebser, Martin ; Rintanen, Jussi ; Nyman, Henrik ; Pensar, Johan ; Corander, Jukka. / Learning discrete decomposable graphical models via constraint optimization. In: Statistics and Computing. 2017 ; Vol. 27, No. 1. pp. 115-130.
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title = "Learning discrete decomposable graphical models via constraint optimization",
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author = "Tomi Janhunen and Martin Gebser and Jussi Rintanen and Henrik Nyman and Johan Pensar and Jukka Corander",
year = "2017",
month = "1",
doi = "10.1007/s11222-015-9611-4",
language = "English",
volume = "27",
pages = "115--130",
journal = "Statistics and Computing",
issn = "0960-3174",
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Learning discrete decomposable graphical models via constraint optimization. / Janhunen, Tomi; Gebser, Martin; Rintanen, Jussi; Nyman, Henrik; Pensar, Johan; Corander, Jukka.

In: Statistics and Computing, Vol. 27, No. 1, 01.2017, p. 115-130.

Research output: Contribution to journalArticleScientificpeer-review

TY - JOUR

T1 - Learning discrete decomposable graphical models via constraint optimization

AU - Janhunen, Tomi

AU - Gebser, Martin

AU - Rintanen, Jussi

AU - Nyman, Henrik

AU - Pensar, Johan

AU - Corander, Jukka

PY - 2017/1

Y1 - 2017/1

KW - Graphical models

KW - Structure learning

KW - Constraint programming

KW - Satisfiability

KW - MAXSAT

KW - Answer set programming

KW - CONTINGENCY-TABLES

KW - SEARCH

KW - 113 Computer and information sciences

KW - 112 Statistics and probability

U2 - 10.1007/s11222-015-9611-4

DO - 10.1007/s11222-015-9611-4

M3 - Article

VL - 27

SP - 115

EP - 130

JO - Statistics and Computing

JF - Statistics and Computing

SN - 0960-3174

IS - 1

ER -