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Leonelli, Manuele
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Online (51)
Mediatypes
Articles (Online) (16)
OpenAccess-fulltext (35)
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1
Structural learning of simple staged trees:
Leonelli, Manuele
;
Varando, Gherardo
Data Mining and Knowledge Discovery. 38 (2024) 3 - p. 1520-1544 , 2024
Link:
https://doi.org/10.1007/..
?
2
Using staged tree models for health data: Investigating inv..:
Filigheddu, Maria Teresa
;
Leonelli, Manuele
;
Varando, Gherardo
...
Computational and Structural Biotechnology Journal. 24 (2024) - p. 12-22 , 2024
Link:
https://doi.org/10.1016/..
?
3
Learning and interpreting asymmetry-labeled DAGs: a case st..:
Leonelli, Manuele
;
Varando, Gherardo
Applied Intelligence. 54 (2024) 2 - p. 1734-1750 , 2024
Link:
https://doi.org/10.1007/..
?
4
Robust learning of staged tree models: A case study in eval..:
Leonelli, Manuele
;
Varando, Gherardo
Socio-Economic Planning Sciences. 95 (2024) - p. 102030 , 2024
Link:
https://doi.org/10.1016/..
?
5
Staged trees and asymmetry-labeled DAGs:
Varando, Gherardo
;
Carli, Federico
;
Leonelli, Manuele
Metrika. , 2024
Link:
https://doi.org/10.1007/..
?
6
The YODO algorithm: An efficient computational framework fo..:
Ballester-Ripoll, Rafael
;
Leonelli, Manuele
International Journal of Approximate Reasoning. 159 (2023) - p. 108929 , 2023
Link:
https://doi.org/10.1016/..
?
7
A new class of generative classifiers based on staged tree ..:
Carli, Federico
;
Leonelli, Manuele
;
Varando, Gherardo
Knowledge-Based Systems. 268 (2023) - p. 110488 , 2023
Link:
https://doi.org/10.1016/..
?
8
Sensitivity and robustness analysis in Bayesian networks wi..:
Leonelli, Manuele
;
Ramanathan, Ramsiya
;
Wilkerson, Rachel L.
Knowledge-Based Systems. 278 (2023) - p. 110882 , 2023
Link:
https://doi.org/10.1016/..
?
9
Computing Sobol indices in probabilistic graphical models:
Ballester-Ripoll, Rafael
;
Leonelli, Manuele
Reliability Engineering & System Safety. 225 (2022) - p. 108573 , 2022
Link:
https://doi.org/10.1016/..
?
10
A geometric characterization of sensitivity analysis in mon..:
Leonelli, Manuele
;
Riccomagno, Eva
International Journal of Approximate Reasoning. 151 (2022) - p. 64-84 , 2022
Link:
https://doi.org/10.1016/..
?
11
Coherent combination of probabilistic outputs for group dec..:
Leonelli, Manuele
;
Riccomagno, Eva
;
Smith, Jim Q.
OR Spectrum. 42 (2020) 2 - p. 499-528 , 2020
Link:
https://doi.org/10.1007/..
?
12
Semiparametric bivariate modelling with flexible extremal d..:
Leonelli, Manuele
;
Gamerman, Dani
Statistics and Computing. 30 (2019) 2 - p. 221-236 , 2019
Link:
https://doi.org/10.1007/..
?
13
Sensitivity analysis beyond linearity:
Leonelli, Manuele
International Journal of Approximate Reasoning. 113 (2019) - p. 106-118 , 2019
Link:
https://doi.org/10.1016/..
?
14
A symbolic algebra for the computation of expected utilitie..:
Leonelli, Manuele
;
Riccomagno, Eva
;
Smith, Jim Q.
Annals of Mathematics and Artificial Intelligence. 81 (2017) 3-4 - p. 273-313 , 2017
Link:
https://doi.org/10.1007/..
?
15
Sensitivity analysis in multilinear probabilistic models:
Leonelli, Manuele
;
Görgen, Christiane
;
Smith, Jim Q.
Information Sciences. 411 (2017) - p. 84-97 , 2017
Link:
https://doi.org/10.1016/..
1-15