Learning discrete decomposable graphical models via constraint optimization

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

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Originalspråkengelska
TidskriftStatistics and Computing
Volym27
Utgåva1
Sidor (från-till)115-130
Antal sidor16
ISSN0960-3174
DOI
StatusPublicerad - jan 2017
MoE-publikationstypA1 Tidskriftsartikel-refererad

Vetenskapsgrenar

  • 113 Data- och informationsvetenskap
  • 112 Statistik

Citera det här

Janhunen, Tomi ; Gebser, Martin ; Rintanen, Jussi ; Nyman, Henrik ; Pensar, Johan ; Corander, Jukka. / Learning discrete decomposable graphical models via constraint optimization. I: Statistics and Computing. 2017 ; Vol. 27, Nr. 1. s. 115-130.
@article{28f98ed755c146da9fe47695d017af14,
title = "Learning discrete decomposable graphical models via constraint optimization",
keywords = "Graphical models, Structure learning, Constraint programming, Satisfiability, MAXSAT, Answer set programming, CONTINGENCY-TABLES, SEARCH, 113 Computer and information sciences, 112 Statistics and probability",
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",
publisher = "Springer",
number = "1",

}

Learning discrete decomposable graphical models via constraint optimization. / Janhunen, Tomi; Gebser, Martin; Rintanen, Jussi; Nyman, Henrik; Pensar, Johan; Corander, Jukka.

I: Statistics and Computing, Vol. 27, Nr. 1, 01.2017, s. 115-130.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer 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 -