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An Interval-Valued Neural Network Approach for Uncertainty Quantification in Short-Term Wind Speed Prediction

Ronay Ak , Valeria Vitelli , Enrico Zio
IEEE Transactions on Neural Networks and Learning Systems, 2015, 26 (11), pp.2787-2800. ⟨10.1109/TNNLS.2015.2396933⟩
Journal articles hal-00907444v1
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A Fuzzy Similarity Based Method for Signal Reconstruction during Plant Transients

Piero Baraldi , Francesco Di Maio , Davide Genini , Enrico Zio
Prognostics and System Health Management Conference, Oct 2013, Italy. pp.1-6
Conference papers hal-00926901v1
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Nuclear power plant components condition monitoring by probabilistic support vector machine

Jie Liu , Redouane Seraoui , Valeria Vitelli , Enrico Zio
Annals of Nuclear Energy, 2013, 56, pp.23-33
Journal articles hal-00790421v1
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Multi-objective Genetic Algorithm Optimization of a Neural Network for Estimating Wind Speed Prediction Intervals

Ronay Ak , Yan-Fu Li , Valeria Vitelli , Enrico Zio
2013
Preprints, Working Papers, ... hal-00864850v1
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Uncertainty modeling in wind power generation prediction by neural networks and bootstrapping

Ronay Ak , Valeria Vitelli , Enrico Zio
ESREL 2013, Sep 2013, Amsterdam, Netherlands. pp.1-6
Conference papers hal-00838772v1
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Probabilistic Support Vector Regression for Short-Term Prediction of Power Plants Equipment

Jie Liu , Redouane Seraoui , Valeria Vitelli , Enrico Zio
Prognostics and System Health Management Conference - PHM-2013, Sep 2013, Milano, Italy. pp.1-6
Conference papers hal-00838776v1

Estimation of wind speed prediction intervals by multi-objective genetic algorithms and neural networks

Ronay Ak , Yan-Fu Li , Valeria Vitelli , Enrico Zio
46th Scientific Meeting of the Italian Statistical Society, Jun 2012, Rome, Italy. pp.1-4
Conference papers hal-00703735v1
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A Fuzzy Similarity-Based Method for Failure Detection and Recovery Time Estimation

Enrico Zio , Francesco Di Maio
International Journal of Performability Engineering, 2010, 6 (5), pp.407-424
Journal articles hal-00609189v1
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AN EFFICIENT ONLINE LEARNING APPROACH FOR SUPPORT VECTOR REGRESSION

Jie Liu , Valeria Vitelli , Redouane Seraoui , Enrico Zio
second european conference of the prognostics and health management society 2014, Jul 2014, Nantes, France. ⟨10.1142/9789814619998_0032⟩
Conference papers hal-01090273v1
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Dynamic Weighted PSVR-Based Ensembles for Prognostics of Nuclear Components

Jie Liu , Valeria Vitelli , Redouane Seraoui , Enrico Zio
FLINS 2014, Aug 2014, João Pessoa, Brazil
Conference papers hal-01108176v1
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An optimized Line Sampling method for the estimation of the failure probability of nuclear passive systems

Enrico Zio , Nicola Pedroni
Reliability Engineering and System Safety, 2010, 95 (12), pp.1300-1313. ⟨10.1016/j.ress.2010.06.007⟩
Journal articles hal-00609180v1
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Methods Of Uncertainty Analysis In Prognostics

Piero Baraldi , Irina Crenguta Popescu , Enrico Zio
International Journal of Performability Engineering, 2010, 6 (4), pp.303-330
Journal articles hal-00609156v1
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Quantitative functional failure analysis of a thermal-hydraulic passive system by means of bootstrapped Artificial Neural Networks

Enrico Zio , George Apostolakis , Nicola Pedroni
Annals of Nuclear Energy, 2010, 37 (5), pp.639-649. ⟨10.1016/j.anucene.2010.02.012⟩
Journal articles hal-00609176v1
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Comparison of bootstrapped artificial neural networks and quadratic response surfaces for the estimation of the functional failure probability of a thermal-hydraulic passive system

Nicola Pedroni , Enrico Zio , George Apostolakis
Reliability Engineering and System Safety, 2010, 95 (4), pp.386-395
Journal articles hal-00609171v1
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Using Expert Models in Human Reliability Analysis - A Dependence Assessment Method Based on Fuzzy Logic

L. Podofillini , V.N. Dang , Enrico Zio , Piero Baraldi , Massimo Librizzi
Risk Analysis, 2010, 30 (8), pp.1277-1297. ⟨10.1111/j.1539-6924.2010.01425.x⟩
Journal articles hal-00610494v1
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A data-driven approach for predicting failure scenarios in nuclear systems

Enrico Zio , Francesco Di Maio , Marco Stasi
Annals of Nuclear Energy, 2010, 37 (4), pp.482-491. ⟨10.1016/j.anucene.2010.01.017⟩
Journal articles hal-00610503v1
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Adequacy Assessment of a Wind-Integrated System Using Neural Network-based Interval Predictions of Wind Power Generation and Load

Ronay Ak , Yan-Fu Li , Valeria Vitelli , Enrico Zio
2013
Preprints, Working Papers, ... hal-00864843v1
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Development of a methodology for systematic analysis of risk reduction by protective measures in tyre production machinery

M. Compare , Enrico Zio , E. Moroni , G. Portinari , T. Zanini
Safety Science, 2018, 110, pp.13-28. ⟨10.1016/j.ssci.2018.07.027⟩
Journal articles hal-01988939v1
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Short-Term Prediction for Nuclear Power Plant Failure Scenarios Using an Ensemble-based Approach

Jie Liu , Valeria Vitelli , Redouane Seraoui , Francesco Di Maio , Enrico Zio
ESREL 2013, Sep 2013, Amsterdam, Netherlands. pp.1-5
Conference papers hal-00838785v1