Marco Scutari

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Sophie LèbreIMAG UMR 5149, Université Paul Valéry Montpellier 3, COSTNET CA15109Verified email at univ-montp3.fr
Ian MackayIMplant ConsultancyVerified email at sruc.ac.uk
David BaldingHonorary positions at Melbourne Integrative Genomics, U Melbourne, and UCL Genetics InstituteVerified email at unimelb.edu.au
Giovanni BrigantiUniversity of MonsVerified email at umons.ac.be
Dr Bernard Xian Wei LiewSchool of Sport, Rehabilitation and Exercise Sciences, University of Essex, UKVerified email at essex.ac.uk
Claudia VitoloDigital Twin Earth Applications Scientist at the European Space AgencyVerified email at esa.int
Allan TuckerProfessor, Brunel University LondonVerified email at brunel.ac.uk
Fabio Antonio StellaUniversity of Milano-BicoccaVerified email at unimib.it
José M. GutiérrezResearch Professor, IFCA (CSIC - Universidad de Cantabria)Verified email at unican.es
Phil HowellNIAB Cambridge UKVerified email at niab.com
Richard McNallyHarvard University, University of Illinois at Chicago, University of Health Sciences/The ChicagoVerified email at wjh.harvard.edu
Professor Deborah FallaChair in Rehabilitation Science and Physiotherapy, School of Sport, Exercise and RehabilitationVerified email at bham.ac.uk
Paul LinkowskiProfesseur de psychiatrie Université libre de BruxellesVerified email at ulb.ac.be
James CockramProgramme Leader, NIAB, UKVerified email at niab.com
Tobias BarberPhD student at NIAB, Uni of Cambridge and RAGT Seeds Ltd.Verified email at cam.ac.uk
Alison R BentleyCIMMYTVerified email at cgiar.org
Katia BEAUCHENEARVALIS-Institut du végétalVerified email at arvalis.fr
Sébastien PraudlimagrainVerified email at limagrain.com
Andrew RussellQueen Mary University of LondonVerified email at qmul.ac.uk
Alessandro BregoliUniversità degli Studi di Milano - BicoccaVerified email at campus.unimib.it

Marco Scutari

Senior Researcher, IDSIA

Verified email at bnlearn.com - Homepage

Bayesian Networks Causal Discovery Fairness Machine Learning Software Engineering


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Learning Bayesian Networks with the bnlearn R Package M Scutari Journal of Statistical Software 35 (3), 1-22, 2010	2120	2010
Bayesian Networks: with Examples in R M Scutari, JB Denis CRC press (1st edition, 2014; 2nd edition, 2021), 2014	645*	2014
Bayesian Networks in R with Applications in Systems Biology R Nagarajan, M Scutari, S Lèbre Springer, 2013	550*	2013
Who Learns Better Bayesian Network Structures: Accuracy and Speed of Structure Learning Algorithms M Scutari, CE Graafland, JM Gutiérrez International Journal of Approximate Reasoning 115, 235-253, 2019	325*	2019
On Identifying Significant Edges in Graphical Models of Molecular Networks M Scutari, R Nagarajan Artificial Intelligence in Medicine 57 (3), 207-217, 2013	209*	2013
Bayesian Network Constraint-Based Structure Learning Algorithms: Parallel and Optimised Implementations in the bnlearn R Package M Scutari Journal of Statistical Software 77 (2), 1-20, 2017	203	2017
bnlearn: Bayesian network structure learning, parameter learning and inference M Scutari CRAN, 2007	193*	2007
Using Genetic Distance to Infer the Accuracy of Genomic Prediction M Scutari, I Mackay, D Balding PLoS Genetics 12 (9), e1006288, 2016	130	2016
Learning Bayesian Networks from Big Data with Greedy Search: Computational Complexity and Efficient Implementation M Scutari, C Vitolo, A Tucker Statistics and Computing 25 (9), 1095-1108, 2019	128	2019
Applying Association Mapping and Genomic Selection to the Dissection of Key Traits in Elite European Wheat AR Bentley, M Scutari, N Gosman, S Faure, F Bedford, P Howell, ... Theoretical and Applied Genetics 127, 2619-2633, 2014	111	2014
Multiple Quantitative Trait Analysis Using Bayesian Networks M Scutari, P Howell, DJ Balding, I Mackay Genetics 198 (1), 129-137, 2014	100	2014
A Tutorial on Bayesian Networks for Psychopathology Researchers G Briganti, M Scutari, RJ McNally Psychological Methods 28 (4), 947-961, 2023	92	2023
Bayesian Network Repository M Scutari http://www.bnlearn.com/bnrepository, 2012	84*	2012
Modelling Air Pollution, Climate and Health Data Using Bayesian Networks: a Case Study of the English Regions C Vitolo, M Scutari, M Ghalaieny, A Tucker, A Russell Earth and Space Science 5 (4), 76-88, 2018	81	2018
Dirichlet Bayesian Network Scores and the Maximum Relative Entropy Principle M Scutari Behaviormetrika 45 (2), 337-36, 2018	67*	2018
An Empirical-Bayes Score for Discrete Bayesian Networks M Scutari Journal of Machine Learning Research (Proceedings Track) 52, 438-448, 2016	59	2016
On the Prior and Posterior Distributions Used in Graphical Modelling (with discussion) M Scutari Bayesian Analysis 8 (3), 505-532, 2013	58*	2013
Bayesian Networks Analysis of Malocclusion Data M Scutari, P Auconi, G Caldarelli, L Franchi Scientific Reports 7 (15326), 1-11, 2017	48	2017
Bayesian Network Structure Learning with Permutation Tests M Scutari, A Brogini Communications in Statistics-Theory and Methods 41 (16-17), 3233-3243, 2012	46	2012
Bayesian Network Models for Incomplete and Dynamic Data M Scutari Statistica Neerlandica 74 (3), 397-419, 2020	45	2020

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