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Approximate Learning of High Dimensional Bayesian Network Structures via Pruning of Candidate Parent Sets.
Entropy (Basel). 2020 Oct 10;22(10):1142. doi: 10.3390/e22101142.
Entropy (Basel). 2020.
PMID: 33286911
Free PMC article.
Learning Bayesian networks from demographic and health survey data.
Kitson NK, Constantinou AC.
Kitson NK, et al. Among authors: constantinou ac.
J Biomed Inform. 2021 Jan;113:103588. doi: 10.1016/j.jbi.2020.103588. Epub 2020 Nov 17.
J Biomed Inform. 2021.
PMID: 33217542
Free article.
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From complex questionnaire and interviewing data to intelligent Bayesian network models for medical decision support.
Constantinou AC, Fenton N, Marsh W, Radlinski L.
Constantinou AC, et al.
Artif Intell Med. 2016 Feb;67:75-93. doi: 10.1016/j.artmed.2016.01.002. Epub 2016 Jan 16.
Artif Intell Med. 2016.
PMID: 26830286
Free PMC article.
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Integrating Expert Knowledge with Data in Bayesian Networks: Preserving Data-Driven Expectations when the Expert Variables Remain Unobserved.
Constantinou AC, Fenton N, Neil M.
Constantinou AC, et al.
Expert Syst Appl. 2016 Sep 1;56:197-208. doi: 10.1016/j.eswa.2016.02.050. Epub 2016 Mar 18.
Expert Syst Appl. 2016.
PMID: 27378822
Free PMC article.
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Value of information analysis for interventional and counterfactual Bayesian networks in forensic medical sciences.
Constantinou AC, Yet B, Fenton N, Neil M, Marsh W.
Constantinou AC, et al.
Artif Intell Med. 2016 Jan;66:41-52. doi: 10.1016/j.artmed.2015.09.002. Epub 2015 Sep 8.
Artif Intell Med. 2016.
PMID: 26395654
Free article.
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The future of the London Buy-To-Let property market: Simulation with temporal Bayesian Networks.
Constantinou AC, Fenton N.
Constantinou AC, et al.
PLoS One. 2017 Jun 27;12(6):e0179297. doi: 10.1371/journal.pone.0179297. eCollection 2017.
PLoS One. 2017.
PMID: 28654698
Free PMC article.
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Improving risk management for violence in mental health services: a multimethods approach.
Coid JW, Ullrich S, Kallis C, Freestone M, Gonzalez R, Bui L, Igoumenou A, Constantinou A, Fenton N, Marsh W, Yang M, DeStavola B, Hu J, Shaw J, Doyle M, Archer-Power L, Davoren M, Osumili B, McCrone P, Barrett K, Hindle D, Bebbington P.
Coid JW, et al.
Southampton (UK): NIHR Journals Library; 2016 Nov.
Southampton (UK): NIHR Journals Library; 2016 Nov.
PMID: 27929618
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