Alessio Benavoli
Alessio Benavoli
Associate Professor in Statistics, SCSS, Trinity College Dublin
Verified email at - Homepage
Cited by
Cited by
Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis
A Benavoli, G Corani, J Demšar, M Zaffalon
Journal of Machine Learning Research 18 (77), 1-36, 2017
Should we really use post-hoc tests based on mean-ranks?
A Benavoli, G Corani, F Mangili
The Journal of Machine Learning Research 17 (1), 152-161, 2016
A Bayesian Wilcoxon signed-rank test based on the Dirichlet process
A Benavoli, G Corani, F Mangili, M Zaffalon, F Ruggeri
International conference on machine learning, 1026-1034, 2014
Data-driven communication for state estimation with sensor networks
G Battistelli, A Benavoli, L Chisci
Automatica 48 (5), 926-935, 2012
Tracking of a ballistic missile with a-priori information
A Benavoli, L Chisci, A Farina
IEEE transactions on aerospace and electronic systems 43 (3), 1000-1016, 2007
An application of evidential networks to threat assessment
A Benavoli, B Ristic, A Farina, M Oxenham, L Chisci
IEEE Transactions on Aerospace and Electronic Systems 45 (2), 620-639, 2009
Knowledge-based system for multi-target tracking in a littoral environment
A Benavoli, L Chisci, A Farina, S Immediata, L Timmoneri, G Zappa
IEEE Transactions on Aerospace and Electronic Systems 42 (3), 1100-1119, 2006
A Bayesian approach for comparing cross-validated algorithms on multiple data sets
G Corani, A Benavoli
Machine Learning 100 (2), 285-304, 2015
Statistical comparison of classifiers through Bayesian hierarchical modelling
G Corani, A Benavoli, J Demšar, F Mangili, M Zaffalon
Machine Learning 106, 1817-1837, 2017
An approach to threat assessment based on evidential networks
A Benavoli, B Ristic, A Farina, M Oxenham, L Chisci
2007 10th International Conference on Information Fusion, 1-8, 2007
Performance measures and MHT for tracking move-stop-move targets with MTI sensors
M Hernandez, A Benavoli, A Graziano, A Farina, M Morelande
IEEE transactions on Aerospace and Electronic Systems 47 (2), 996-1025, 2011
Fibonacci sequence, golden section, Kalman filter and optimal control
A Benavoli, L Chisci, A Farina
Signal Processing 89 (8), 1483-1488, 2009
Robust filtering through coherent lower previsions
A Benavoli, M Zaffalon, E Miranda
IEEE Transactions on Automatic Control 56 (7), 1567-1581, 2010
Probabilistic inference in credal networks: new complexity results
DD Mauá, CP de Campos, A Benavoli, A Antonucci
Journal of Artificial Intelligence Research 50, 603-637, 2014
Traffic intensity estimation via PHD filtering
G Battistelli, L Chisci, S Morrocchi, F Papi, A Benavoli, A Di Lallo, A Farina, ...
2008 European Radar Conference, 340-343, 2008
State estimation with remote sensors and intermittent transmissions
G Battistelli, A Benavoli, L Chisci
Systems & control letters 61 (1), 155-164, 2012
Recursive estimation for sparse Gaussian process regression
M Schürch, D Azzimonti, A Benavoli, M Zaffalon
Automatica 120, 109127, 2020
Time series forecasting with gaussian processes needs priors
G Corani, A Benavoli, M Zaffalon
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
A tutorial on uncertainty modeling for machine reasoning
B Ristic, C Gilliam, M Byrne, A Benavoli
Information Fusion 55, 30-44, 2020
Quantum mechanics: The Bayesian theory generalized to the space of Hermitian matrices
A Benavoli, A Facchini, M Zaffalon
Physical Review A 94 (4), 042106, 2016
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