Francesca Mangili
Francesca Mangili
IDSIA, usi-supsi
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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
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
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
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
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
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
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
Statistical comparison of classifiers through Bayesian hierarchical modelling
G Corani, A Benavoli, J Demšar, F Mangili, M Zaffalon
Machine Learning 106 (11), 1817-1837, 2017
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
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
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
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
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
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
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
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
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
Prognostics under different available information
P Baraldi, F Cadini, F Mangili, E Zio
PHM 2013, 163-168, 2013
Gaussian Processes for Bayesian hypothesis tests on regression functions
A Benavoli, F Mangili
Artificial intelligence and statistics, 74-82, 2015
A Bayesian nonparametric procedure for comparing algorithms
A Benavoli, G Corani, F Mangili, M Zaffalon
International Conference on Machine Learning, 1264-1272, 2015
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