| Challenges to IoT-enabled predictive maintenance for industry 4.0 M Compare, P Baraldi, E Zio IEEE Internet of things journal 7 (5), 4585-4597, 2019 | 313 | 2019 |
| Uncertainty in risk assessment: the representation and treatment of uncertainties by probabilistic and non-probabilistic methods T Aven, P Baraldi, R Flage, E Zio John Wiley & Sons, 2014 | 290 | 2014 |
| Concerns, challenges, and directions of development for the issue of representing uncertainty in risk assessment R Flage, T Aven, E Zio, P Baraldi Risk analysis 34 (7), 1196-1207, 2014 | 227 | 2014 |
| A combined Monte Carlo and possibilistic approach to uncertainty propagation in event tree analysis P Baraldi, E Zio Risk Analysis: An International Journal 28 (5), 1309-1326, 2008 | 179 | 2008 |
| 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 | 168 | 2013 |
| Hierarchical k-nearest neighbours classification and binary differential evolution for fault diagnostics of automotive bearings operating under variable conditions P Baraldi, F Cannarile, F Di Maio, E Zio Engineering Applications of Artificial Intelligence 56, 1-13, 2016 | 154 | 2016 |
| Ensemble neural network-based particle filtering for prognostics P Baraldi, M Compare, S Sauco, E Zio Mechanical Systems and Signal Processing 41 (1-2), 288-300, 2013 | 144 | 2013 |
| Comparing the treatment of uncertainty in Bayesian networks and fuzzy expert systems used for a human reliability analysis application P Baraldi, L Podofillini, L Mkrtchyan, E Zio, VN Dang Reliability Engineering & System Safety 138, 176-193, 2015 | 143 | 2015 |
| 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 | 143 | 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 | 143 | 2012 |
| Maintenance optimization in industry 4.0 L Pinciroli, P Baraldi, E Zio Reliability Engineering & System Safety 234, 109204, 2023 | 140 | 2023 |
| A particle filtering and kernel smoothing-based approach for new design component prognostics Y Hu, P Baraldi, F Di Maio, E Zio Reliability Engineering & System Safety 134, 19-31, 2015 | 139 | 2015 |
| Fault detection in nuclear power plants components by a combination of statistical methods F Di Maio, P Baraldi, E Zio, R Seraoui IEEE Transactions on Reliability 62 (4), 833-845, 2013 | 138 | 2013 |
| A fuzzy set-based approach for modeling dependence among human errors E Zio, P Baraldi, M Librizzi, L Podofillini, VN Dang Fuzzy Sets and Systems 160 (13), 1947-1964, 2009 | 123 | 2009 |
| Ensemble of optimized echo state networks for remaining useful life prediction M Rigamonti, P Baraldi, E Zio, I Roychoudhury, K Goebel, S Poll Neurocomputing 281, 121-138, 2018 | 116 | 2018 |
| Differential evolution-based multi-objective optimization for the definition of a health indicator for fault diagnostics and prognostics P Baraldi, G Bonfanti, E Zio Mechanical Systems and Signal Processing 102, 382-400, 2018 | 113 | 2018 |
| A novel concept drift detection method for incremental learning in nonstationary environments Z Yang, S Al-Dahidi, P Baraldi, E Zio, L Montelatici IEEE transactions on neural networks and learning systems 31 (1), 309-320, 2019 | 108 | 2019 |
| Particle filter-based prognostics for an electrolytic capacitor working in variable operating conditions M Rigamonti, P Baraldi, E Zio, D Astigarraga, A Galarza IEEE Transactions on Power Electronics 31 (2), 1567-1575, 2015 | 105 | 2015 |
| Assessment of the availability of an offshore installation by Monte Carlo simulation E Zio, P Baraldi, E Patelli International Journal of Pressure Vessels and Piping 83 (4), 312-320, 2006 | 105 | 2006 |
| Probability and possibility‐based representations of uncertainty in fault tree analysis R Flage, P Baraldi, E Zio, T Aven Risk Analysis: An International Journal 33 (1), 121-133, 2013 | 99 | 2013 |
