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Entropy (Basel, Switzerland)|December 8, 2020
Approximate Learning of High Dimensional Bayesian Network Structures via Pruning of Candidate Parent SetsZhigao Guo, Anthony C ConstantinouPlos One|June 28, 2017
The future of the London Buy-To-Let property market: Simulation with temporal Bayesian NetworksAnthony C Constantinou, Norman FentonJournal of Biomedical Informatics|November 20, 2020
Learning Bayesian networks from demographic and health survey dataNeville Kenneth Kitson, Anthony C ConstantinouMachine Learning|February 20, 2026
Linear Causal Discovery with Interventional ConstraintsZhigao Guo, Feng DongEntropy (Basel, Switzerland)|October 23, 2021
Constrained Adjusted Maximum a Posteriori Estimation of Bayesian Network ParametersRuohai Di, Peng Wang, Chuchao He, et al.Journal of Biomedical Informatics|July 24, 2025
Federated causal discovery with missing data in a multicentric study on endometrial cancerAlessio Zanga, Alice Bernasconi, Peter J F Lucas, et al.Frontiers in Endocrinology|October 6, 2025
Causal insights into gestational diabetes mellitusSheresh Zahoor, Anthony C Constantinou, Fiona O'Halloran, et al.Pageof 1