Francesca Mangili

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Publications

Citations

1.4K

H-Index

Active since

2010

Affiliations

Dalle Molle Institute for Artificial Intelligence Research(Current)

University of Applied Sciences and Arts of Southern Switzerland

Politecnico di Milano

École Centrale Paris

Supélec

Francesca Mangili is an author at Dalle Molle Institute for Artificial Intelligence Research specializing in engineering, data science, and statistics.

ORCID

Top concepts

EngineeringData ScienceStatisticsUncertainty QuantificationPredictive AnalyticsPrognosticsMachine LearningSystems EngineeringStatistical InferenceManagement

Publications per year

2010–2023

Publications

Should we really use post-hoc tests based on mean-ranks?

Alessio Benavoli, Giorgio Corani, Francesca Mangili · arXiv (Cornell University) · 2015 · 229 citations · Full text

Reliability, Post-hoc Tests, Engineering +12

Should we really use post-hoc tests based on mean-ranks?

Alessio Benavoli, Giorgio Corani, Francesca Mangili · arXiv (Cornell University) · 2015 · 153 citations · Full text

Reliability, Post-hoc Tests, Engineering +12

Investigation of uncertainty treatment capability of model-based and data-driven prognostic methods using simulated data

Piero Baraldi, Francesca Mangili, Enrico Zio · Reliability Engineering & System Safety · 2012 · 136 citations · Full text

Reliability, Uncertainty Management, Engineering +14

A Kalman Filter-Based Ensemble Approach With Application to Turbine Creep Prognostics

Piero Baraldi, Francesca Mangili, Enrico Zio · IEEE Transactions on Reliability · 2012 · 114 citations

Engineering, Life Prediction, Fault Forecasting +22

Model-based and data-driven prognostics under different available information

Piero Baraldi, Francesco Cadini, Francesca Mangili et al. · Probabilistic Engineering Mechanics · 2013 · 103 citations · Full text

Prognostic Evaluation, Engineering, Data Science +7

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