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Marco Scutari
Marco Scutari
Senior Researcher, IDSIA
Verified email at bnlearn.com - Homepage
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
14652010
Bayesian Networks in R with Applications in Systems Biology
R Nagarajan, M Scutari, S Lèbre
Springer, 2013
392*2013
Bayesian Networks: with Examples in R
M Scutari, JB Denis
CRC press (1st edition, 2014; 2nd edition, 2021), 2014
372*2014
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
129*2019
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
1252017
On Identifying Significant Edges in Graphical Models of Molecular Networks
M Scutari, R Nagarajan
Artificial Intelligence in Medicine 57 (3), 207-217, 2013
124*2013
bnlearn: Bayesian network structure learning, parameter learning and inference
M Scutari
CRAN, 2007
119*2007
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
862014
Using Genetic Distance to Infer the Accuracy of Genomic Prediction
M Scutari, I Mackay, D Balding
PLoS Genetics 12 (9), e1006288, 2016
792016
Multiple Quantitative Trait Analysis Using Bayesian Networks
M Scutari, P Howell, DJ Balding, I Mackay
Genetics 198 (1), 129-137, 2014
762014
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
682019
Bayesian Network Repository
M Scutari
http://www.bnlearn.com/bnrepository, 2012
50*2012
On the Prior and Posterior Distributions Used in Graphical Modelling (with discussion)
M Scutari
Bayesian Analysis 8 (3), 505-532, 2013
45*2013
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
442018
Bayesian Network Structure Learning with Permutation Tests
M Scutari, A Brogini
Communications in Statistics-Theory and Methods 41 (16-17), 3233-3243, 2012
432012
An Empirical-Bayes Score for Discrete Bayesian Networks
M Scutari
Journal of Machine Learning Research (Proceedings Track) 52, 438-448, 2016
362016
Dirichlet Bayesian Network Scores and the Maximum Relative Entropy Principle
M Scutari
Behaviormetrika 45 (2), 337-36, 2018
312018
Introduction to Graphical Modelling
M Scutari, K Strimmer
Handbook of Statistical Systems Biology, 2011
282011
Bayesian Networks Analysis of Malocclusion Data
M Scutari, P Auconi, G Caldarelli, L Franchi
Scientific Reports 7 (15326), 1-11, 2017
252017
Improving the Efficiency of Genomic Selection
M Scutari, I Mackay, DJ Balding
Statistical Applications in Genetics and Molecular Biology 12 (4), 517-527, 2013
232013
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