| Sensitivity analysis in multilinear probabilistic models M Leonelli, C Görgen, JQ Smith Information Sciences 411, 84-97, 2017 | 32* | 2017 |
| Bayesian decision support for complex systems with many distributed experts M Leonelli, JQ Smith Annals of Operations Research 235 (1), 517-542, 2015 | 29 | 2015 |
| The R package stagedtrees for structural learning of stratified staged trees F Carli, M Leonelli, E Riccomagno, G Varando Journal of Statistical Software 102 (6), 1--30, 2022 | 21 | 2022 |
| A differential approach for staged trees C Görgen, M Leonelli, JQ Smith ECSQARU2015, 346-355, 2015 | 19 | 2015 |
| Coherent frameworks for statistical inference serving integrating decision support systems JQ Smith, MJ Barons, M Leonelli arXiv preprint arXiv:1507.07394, 2015 | 18* | 2015 |
| Sensitivity analysis beyond linearity M Leonelli International Journal of Approximate Reasoning 113, 106-118, 2019 | 13 | 2019 |
| Using graphical models and multi-attribute utility theory for probabilistic uncertainty handling in large systems, with application to the nuclear emergency management M Leonelli, JQ Smith Data Engineering Workshops (ICDEW), 2013 IEEE 29th International Conference …, 2013 | 13 | 2013 |
| A geometric characterization of sensitivity analysis in monomial models M Leonelli, E Riccomagno International Journal of Approximate Reasoning 151, 64--84, 2022 | 11 | 2022 |
| Dynamic uncertainty handling for coherent decision making in nuclear emergency response M Leonelli, JQ Smith Proceedings of the winter meeting of the ANS, 2013 | 9 | 2013 |
| Coherent combination of probabilistic outputs for group decision making: an algebraic approach M Leonelli, E Riccomagno, JQ Smith OR Spectrum 42, 499-528, 2020 | 8* | 2020 |
| Decision focused inference on networked probabilistic systems: with applications to food security JQ Smith, MJ Barons, M Leonelli Joint Statistical Meeting 2015, 3220-3233, 2015 | 8 | 2015 |
| Context-specific causal discovery for categorical data using staged trees M Leonelli, G Varando International Conference on Artificial Intelligence and Statistics, 8871-8888, 2023 | 7 | 2023 |
| The curved exponential family of a staged tree C Görgen, M Leonelli, O Marigliano Electronic Journal of Statistics 16 (1), 2607--2620, 2022 | 7* | 2022 |
| A symbolic algebra for the computation of expected utilities in multiplicative influence diagrams M Leonelli, E Riccomagno, JQ Smith Annals of Mathematics and Artificial Intelligence 81 (3-4), 273–313, 2017 | 6* | 2017 |
| Structural learning of simple staged trees M Leonelli, G Varando arXiv preprint arXiv:2203.04390, 2022 | 5 | 2022 |
| Staged trees and asymmetry-labeled DAGs G Varando, F Carli, M Leonelli arXiv preprint arXiv:2108.01994, 2021 | 5 | 2021 |
| Sensitivity and robustness analysis in Bayesian networks with the bnmonitor R package M Leonelli, R Ramanathan, RL Wilkerson arXiv preprint arXiv:2107.11785, 2021 | 5 | 2021 |
| Coherent inference for integrating decision support systems JQ Smith, MJ Barons, M Leonelli arXiv preprint arXiv:1507.07394, 2017 | 5 | 2017 |
| Highly efficient structural learning of sparse staged trees M Leonelli, G Varando International Conference on Probabilistic Graphical Models, 193--204, 2022 | 4 | 2022 |
| Semiparametric bivariate modelling with flexible extremal dependence M Leonelli, D Gamerman Statistics and Computing 30, 221-236, 2020 | 4* | 2020 |
J.Q. SmithProfessor of Statistics University of WarwickVerified email at warwick.ac.uk
