| 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 | 453 | 2016 |
| Investigation of uncertainty treatment capability of model-based and data-driven prognostic methods using simulated data P Baraldi, F Mangili, E Zio Reliability Engineering & System Safety 112, 94-108, 2013 | 161 | 2013 |
| Model-based and data-driven prognostics under different available information P Baraldi, F Cadini, F Mangili, E Zio Probabilistic Engineering Mechanics 32, 66-79, 2013 | 142 | 2013 |
| A Kalman filter-based ensemble approach with application to turbine creep prognostics P Baraldi, F Mangili, E Zio IEEE Transactions on Reliability 61 (4), 966-977, 2012 | 140 | 2012 |
| 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 | 125 | 2014 |
| A large scale, app-based behaviour change experiment persuading sustainable mobility patterns: Methods, results and lessons learnt F Cellina, D Bucher, F Mangili, J Veiga Simão, R Rudel, M Raubal Sustainability 11 (9), 2674, 2019 | 86 | 2019 |
| Profiling the location and extent of musicians’ pain using digital pain drawings C Cruder, D Falla, F Mangili, L Azzimonti, LS Araújo, A Williamon, ... Pain Practice 18 (1), 53-66, 2018 | 82 | 2018 |
| A prognostics approach to nuclear component degradation modeling based on Gaussian Process Regression P Baraldi, F Mangili, E Zio Progress in Nuclear Energy 78, 141-154, 2015 | 72 | 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 | 60 | 2017 |
| Exploiting fitness apps for sustainable mobility-challenges deploying the GoEco! app D Bucher, F Cellina, F Mangili, M Raubal, R Rudel, AE Rizzoli, O Elabed ICT for sustainability 2016, 89-98, 2016 | 46 | 2016 |
| From location tracking to personalized eco-feedback: A framework for geographic information collection, processing and visualization to promote sustainable mobility behaviors D Bucher, F Mangili, F Cellina, C Bonesana, D Jonietz, M Raubal Travel behaviour and society 14, 43-56, 2019 | 37 | 2019 |
| An ensemble approach to sensor fault detection and signal reconstruction for nuclear system control P Baraldi, A Cammi, F Mangili, E Zio Annals of Nuclear Energy 37 (6), 778-790, 2010 | 36 | 2010 |
| A belief function theory based approach to combining different representation of uncertainty in prognostics P Baraldi, F Mangili, E Zio Information Sciences 303, 134-149, 2015 | 33 | 2015 |
| Prediction of industrial equipment remaining useful life by fuzzy similarity and belief function theory P Baraldi, F Di Maio, S Al-Dahidi, E Zio, F Mangili Expert Systems with Applications 83, 226-241, 2017 | 32 | 2017 |
| Local fusion of an ensemble of models for the reconstruction of faulty signals P Baraldi, A Cammi, F Mangili, EE Zio IEEE Transactions on nuclear science 57 (2), 793-806, 2010 | 29 | 2010 |
| Imprecise Dirichlet Process With Application to the Hypothesis Test on the Probability That X ≤ Y A Benavoli, F Mangili, F Ruggeri, M Zaffalon Journal of Statistical Theory and Practice 9 (3), 658-684, 2015 | 21 | 2015 |
| Ensemble of bootstrapped models for the prediction of the remaining useful life of a creeping turbine blade P Baraldi, F Mangili, E Zio 2012 IEEE Conference on Prognostics and Health Management, 1-8, 2012 | 20 | 2012 |
| New prior near-ignorance models on the simplex F Mangili, A Benavoli International Journal of Approximate Reasoning 56, 278-306, 2015 | 18 | 2015 |
| Development of advanced computational methods for Prognostics and Health Management in energy components and systems F MANGILI Politecnico di Milano, 2013 | 16 | 2013 |
| Prognostics under different available information P Baraldi, F Cadinia, F Mangilia, E Zioa Chemical Engineering 33, 163-168, 2013 | 15 | 2013 |