フォロー
Marco Scutari
Marco Scutari
Senior Researcher, IDSIA
確認したメール アドレス: bnlearn.com - ホームページ
タイトル
引用先
引用先
年
Learning Bayesian Networks with the bnlearn R Package
M Scutari
Journal of Statistical Software 35 (3), 1-22, 2010
22502010
Bayesian Networks: with Examples in R
M Scutari, JB Denis
CRC press (1st edition, 2014; 2nd edition, 2021), 2014
700*2014
Bayesian Networks in R with Applications in Systems Biology
R Nagarajan, M Scutari, S Lèbre
Springer, 2013
571*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
360*2019
On Identifying Significant Edges in Graphical Models of Molecular Networks
M Scutari, R Nagarajan
Artificial Intelligence in Medicine 57 (3), 207-217, 2013
226*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
2152017
bnlearn: Bayesian network structure learning, parameter learning and inference
M Scutari
CRAN, 2007
206*2007
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
1392019
Using Genetic Distance to Infer the Accuracy of Genomic Prediction
M Scutari, I Mackay, D Balding
PLoS Genetics 12 (9), e1006288, 2016
1352016
A Tutorial on Bayesian Networks for Psychopathology Researchers
G Briganti, M Scutari, RJ McNally
Psychological Methods 28 (4), 947-961, 2023
1162023
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
1142014
Multiple Quantitative Trait Analysis Using Bayesian Networks
M Scutari, P Howell, DJ Balding, I Mackay
Genetics 198 (1), 129-137, 2014
1042014
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
882018
Bayesian Network Repository
M Scutari
http://www.bnlearn.com/bnrepository, 2012
87*2012
Dirichlet Bayesian Network Scores and the Maximum Relative Entropy Principle
M Scutari
Behaviormetrika 45 (2), 337-36, 2018
72*2018
An Empirical-Bayes Score for Discrete Bayesian Networks
M Scutari
Journal of Machine Learning Research (Proceedings Track) 52, 438-448, 2016
622016
On the Prior and Posterior Distributions Used in Graphical Modelling (with discussion)
M Scutari
Bayesian Analysis 8 (3), 505-532, 2013
59*2013
Bayesian Network Models for Incomplete and Dynamic Data
M Scutari
Statistica Neerlandica 74 (3), 397-419, 2020
532020
Bayesian Networks Analysis of Malocclusion Data
M Scutari, P Auconi, G Caldarelli, L Franchi
Scientific Reports 7 (15326), 1-11, 2017
492017
Bayesian Network Structure Learning with Permutation Tests
M Scutari, A Brogini
Communications in Statistics-Theory and Methods 41 (16-17), 3233-3243, 2012
462012
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