Marco Scutari
Marco Scutari
Senior Researcher, IDSIA
Verified email at idsia.ch - Homepage
TitleCited byYear
Learning Bayesian Networks with the bnlearn R Package
M Scutari
Journal of Statistical Software 35 (3), 1-22, 2010
8802010
Bayesian Networks in R with Applications in Systems Biology
R Nagarajan, M Scutari, S Lèbre
Springer, 2013
232*2013
Bayesian Networks: with Examples in R
M Scutari, JB Denis
CRC press, 2014
1642014
On Identifying Significant Edges in Graphical Models of Molecular Networks
M Scutari, R Nagarajan
Artificial Intelligence in Medicine 57 (3), 207-217, 2013
66*2013
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
652014
bnlearn: Bayesian network structure learning, parameter learning and inference
M Scutari
CRAN, 2007
60*2007
Multiple Quantitative Trait Analysis Using Bayesian Networks
M Scutari, P Howell, DJ Balding, I Mackay
Genetics 198 (1), 129-137, 2014
532014
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
422017
Using Genetic Distance to Infer the Accuracy of Genomic Prediction
M Scutari, I Mackay, D Balding
PLoS Genetics 12 (9), e1006288, 2016
352016
Bayesian Network Repository
M Scutari
http://www.bnlearn.com/bnrepository, 2012
33*2012
Bayesian Network Structure Learning with Permutation Tests
M Scutari, A Brogini
Communications in Statistics-Theory and Methods 41 (16-17), 3233-3243, 2012
282012
Introduction to Graphical Modelling
M Scutari, K Strimmer
Handbook of Statistical Systems Biology, 2011
222011
Measures of Variability for Graphical Models
M Scutari
21*2011
On the Prior and Posterior Distributions Used in Graphical Modelling (with discussion)
M Scutari
Bayesian Analysis 8 (3), 505-532, 2013
202013
Functional Relationships Between Genes Associated with Differentiation Potential of Aged Myogenic Progenitors
R Nagarajan, S Datta, M Scutari, ML Beggs, GT Nolen, CA Peterson
Frontiers in Physiology 1 (21), 1-8, 2010
192010
Improving the Efficiency of Genomic Selection
M Scutari, I Mackay, DJ Balding
Statistical Applications in Genetics and Molecular Biology 12 (4), 517-527, 2013
172013
An Empirical-Bayes Score for Discrete Bayesian Networks
M Scutari
Journal of Machine Learning Research (Proceedings Track) 52, 438-448, 2016
162016
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
12*2019
Dirichlet Bayesian Network Scores and the Maximum Relative Entropy Principle
M Scutari
Behaviormetrika 45 (2), 337-36, 2018
82018
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
8*2018
The system can't perform the operation now. Try again later.
Articles 1–20