Labeled directed acyclic graphs

a generalization of context-specific independence in directed graphical models

Johan Pensar, Henrik Nyman, Timo Koski, Jukka Corander

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Originalspråkengelska
TidskriftData Mining and Knowledge Discovery
Volym29
Utgåva2
Sidor (från-till)503-533
Antal sidor31
ISSN1384-5810
DOI
StatusPublicerad - mar 2015
MoE-publikationstypA1 Tidskriftsartikel-refererad

Vetenskapsgrenar

  • 113 Data- och informationsvetenskap
  • 111 Matematik

Citera det här

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title = "Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models",
keywords = "Directed acyclic graph, Graphical model, Context-specific independence, Bayesian model learning, Markov chain Monte Carlo, PROBABILISTIC INFERENCE, CONTINGENCY-TABLES, NETWORKS, KNOWLEDGE, MCMC, 113 Computer and information sciences, 111 Mathematics",
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Labeled directed acyclic graphs : a generalization of context-specific independence in directed graphical models. / Pensar, Johan; Nyman, Henrik; Koski, Timo; Corander, Jukka.

I: Data Mining and Knowledge Discovery, Vol. 29, Nr. 2, 03.2015, s. 503-533.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

TY - JOUR

T1 - Labeled directed acyclic graphs

T2 - a generalization of context-specific independence in directed graphical models

AU - Pensar, Johan

AU - Nyman, Henrik

AU - Koski, Timo

AU - Corander, Jukka

PY - 2015/3

Y1 - 2015/3

KW - Directed acyclic graph

KW - Graphical model

KW - Context-specific independence

KW - Bayesian model learning

KW - Markov chain Monte Carlo

KW - PROBABILISTIC INFERENCE

KW - CONTINGENCY-TABLES

KW - NETWORKS

KW - KNOWLEDGE

KW - MCMC

KW - 113 Computer and information sciences

KW - 111 Mathematics

U2 - 10.1007/s10618-014-0355-0

DO - 10.1007/s10618-014-0355-0

M3 - Article

VL - 29

SP - 503

EP - 533

JO - Data Mining and Knowledge Discovery

JF - Data Mining and Knowledge Discovery

SN - 1384-5810

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