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 | 486 | 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 | 415 | 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 | 119 | 2014 |
Data-driven communication for state estimation with sensor networks G Battistelli, A Benavoli, L Chisci Automatica 48 (5), 926-935, 2012 | 105 | 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 | 97 | 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 | 90 | 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 | 60 | 2006 |
A Bayesian approach for comparing cross-validated algorithms on multiple data sets G Corani, A Benavoli Machine Learning 100 (2), 285-304, 2015 | 59 | 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 | 58 | 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 | 56 | 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 | 52 | 2011 |
Fibonacci sequence, golden section, Kalman filter and optimal control A Benavoli, L Chisci, A Farina Signal Processing 89 (8), 1483-1488, 2009 | 48 | 2009 |
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 | 44 | 2014 |
Robust filtering through coherent lower previsions A Benavoli, M Zaffalon, E Miranda IEEE Transactions on Automatic Control 56 (7), 1567-1581, 2010 | 44 | 2010 |
State estimation with remote sensors and intermittent transmissions G Battistelli, A Benavoli, L Chisci Systems & control letters 61 (1), 155-164, 2012 | 37 | 2012 |
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 | 37 | 2008 |
A tutorial on uncertainty modeling for machine reasoning B Ristic, C Gilliam, M Byrne, A Benavoli Information Fusion 55, 30-44, 2020 | 36 | 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 | 35 | 2021 |
Recursive estimation for sparse Gaussian process regression M Schürch, D Azzimonti, A Benavoli, M Zaffalon Automatica 120, 109127, 2020 | 35 | 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 | 32 | 2016 |