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Anthony C. Constantinou

Queen Mary University of London

Mile End Road

London , E1 4NS

United Kingdom

  • Queen Mary University of London

SCHOLARLY PAPERS

3

DOWNLOADS

145

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

Federated Causal Discovery with Missing Data in a Multicentric Study on Endometrial Cancer

Number of pages: 27 Posted: 12 Nov 2024
Zanga Alessio, Alice Bernasconi, Peter J. F. Lucas, J. M.A. Pijnenborg, Casper Reijnen, Marco Scutari and Anthony C. Constantinou
University of Milano-Bicocca, Fondazione IRCCS Istituto Nazionale dei Tumori - Department of Research, University of Twente, Radboud University Nijmegen - Radboud University Medical Center, Radboud University Nijmegen - Department of Obstetrics & Gynecology, Istituto Dalle Molle di Studi sull'Intelligenza Artificiale (IDSIA) and Queen Mary University of London
Downloads 76 (837,727)

Abstract:

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federated learning, Multiple sources, Missing data

2.

Causal Discovery Using Dynamically Requested Knowledge

Number of pages: 42 Posted: 10 Nov 2023
Neville Kenneth Kitson and Anthony C. Constantinou
Queen Mary University of London and Queen Mary University of London
Downloads 38 (1,222,651)
Citation 1

Abstract:

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Causal discoveryActive learningInformation fusionStructure LearningKnowledge Constraints

3.

The Impact of Variable Ordering on Bayesian Network Structure Learning

Number of pages: 19 Posted: 25 Feb 2023
Neville Kenneth Kitson and Anthony C. Constantinou
Queen Mary University of London and Queen Mary University of London
Downloads 31 (1,304,549)

Abstract:

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Bayesian Networks, Directed Acyclic Graphs, probabilistic graphical models, structure learning