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@article{DBLP:journals/ress/FlorealeBLRZ24,
author = {Giovanni Floreale and
Piero Baraldi and
Xuefei Lu and
Paolo Rossetti and
Enrico Zio},
title = {Sensitivity analysis by differential importance measure for unsupervised
fault diagnostics},
journal = {Reliab. Eng. Syst. Saf.},
volume = {243},
pages = {109846},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2023.109846},
doi = {10.1016/J.RESS.2023.109846},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/FlorealeBLRZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/ValcamonicoBZDCL24,
author = {Dario Valcamonico and
Piero Baraldi and
Enrico Zio and
Luca Decarli and
Anna Crivellari and
Laura Larosa},
title = {Combining natural language processing and bayesian networks for the
probabilistic estimation of the severity of process safety events
in hydrocarbon production assets},
journal = {Reliab. Eng. Syst. Saf.},
volume = {241},
pages = {109638},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2023.109638},
doi = {10.1016/J.RESS.2023.109638},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/ValcamonicoBZDCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/XuBYZ23,
author = {Mingjing Xu and
Piero Baraldi and
Zhe Yang and
Enrico Zio},
title = {A two-stage estimation method based on Conceptors-aided unsupervised
clustering and convolutional neural network classification for the
estimation of the degradation level of industrial equipment},
journal = {Expert Syst. Appl.},
volume = {213},
number = {Part},
pages = {118962},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2022.118962},
doi = {10.1016/J.ESWA.2022.118962},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/XuBYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/PinciroliBZ23,
author = {Luca Pinciroli and
Piero Baraldi and
Enrico Zio},
title = {Maintenance optimization in industry 4.0},
journal = {Reliab. Eng. Syst. Saf.},
volume = {234},
pages = {109204},
year = {2023},
url = {https://doi.org/10.1016/j.ress.2023.109204},
doi = {10.1016/J.RESS.2023.109204},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/PinciroliBZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/WangBZ23,
author = {Bingsen Wang and
Piero Baraldi and
Enrico Zio},
title = {Deep Multiadversarial Conditional Domain Adaptation Networks for Fault
Diagnostics of Industrial Equipment},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {19},
number = {8},
pages = {8841--8851},
year = {2023},
url = {https://doi.org/10.1109/TII.2022.3222400},
doi = {10.1109/TII.2022.3222400},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/WangBZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsrs/SepeZB23,
author = {Marzia Sepe and
Enrico Zio and
Piero Baraldi},
title = {Optimization Method for an Improved Training of Physics Informed Neural
Networks},
booktitle = {7th International Conference on System Reliability and Safety, {ICSRS}
2023, Bologna, Italy, November 22-24, 2023},
pages = {103--109},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICSRS59833.2023.10381383},
doi = {10.1109/ICSRS59833.2023.10381383},
timestamp = {Fri, 09 Feb 2024 20:38:51 +0100},
biburl = {https://dblp.org/rec/conf/icsrs/SepeZB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/YangBZ22,
author = {Zhe Yang and
Piero Baraldi and
Enrico Zio},
title = {A method for fault detection in multi-component systems based on sparse
autoencoder-based deep neural networks},
journal = {Reliab. Eng. Syst. Saf.},
volume = {220},
pages = {108278},
year = {2022},
url = {https://doi.org/10.1016/j.ress.2021.108278},
doi = {10.1016/J.RESS.2021.108278},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/YangBZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sj/AntonelloBZS22,
author = {Federico Antonello and
Piero Baraldi and
Enrico Zio and
Luigi Serio},
title = {A Niching Augmented Evolutionary Algorithm for the Identification
of Functional Dependencies in Complex Technical Infrastructures From
Alarm Data},
journal = {{IEEE} Syst. J.},
volume = {16},
number = {4},
pages = {5777--5786},
year = {2022},
url = {https://doi.org/10.1109/JSYST.2022.3146014},
doi = {10.1109/JSYST.2022.3146014},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sj/AntonelloBZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/XuBLZ22,
author = {Mingjing Xu and
Piero Baraldi and
Xuefei Lu and
Enrico Zio},
title = {Generative Adversarial Networks With AdaBoost Ensemble Learning for
Anomaly Detection in High-Speed Train Automatic Doors},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {23},
number = {12},
pages = {23408--23421},
year = {2022},
url = {https://doi.org/10.1109/TITS.2022.3203871},
doi = {10.1109/TITS.2022.3203871},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/XuBLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsrs/JuybariABCGLLZ22,
author = {Mohammad N. Juybari and
Ibrahim Ahmed and
Piero Baraldi and
Alejandro Del Cueto and
Javier Gil and
Chenyang Lai and
Sergio Llorente and
Enrico Zio},
title = {Estimation of the Case Temperature of Insulated Gate Bipolar Temperatures
in Induction Cooktops by Deep Neural Network},
booktitle = {6th International Conference on System Reliability and Safety, {ICSRS}
2022, Venice, Italy, November 23-25, 2022},
pages = {259--263},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICSRS56243.2022.10067300},
doi = {10.1109/ICSRS56243.2022.10067300},
timestamp = {Wed, 05 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icsrs/JuybariABCGLLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/AntonelloBSZGS21,
author = {Federico Antonello and
Piero Baraldi and
Ahmed Shokry and
Enrico Zio and
Ugo Gentile and
Luigi Serio},
title = {A novel association rule mining method for the identification of rare
functional dependencies in Complex Technical Infrastructures from
alarm data},
journal = {Expert Syst. Appl.},
volume = {170},
pages = {114560},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2021.114560},
doi = {10.1016/J.ESWA.2021.114560},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/AntonelloBSZGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/AntonelloBSZGS21,
author = {Federico Antonello and
Piero Baraldi and
Ahmed Shokry and
Enrico Zio and
Ugo Gentile and
Luigi Serio},
title = {Association rules extraction for the identification of functional
dependencies in complex technical infrastructures},
journal = {Reliab. Eng. Syst. Saf.},
volume = {209},
pages = {107305},
year = {2021},
url = {https://doi.org/10.1016/j.ress.2020.107305},
doi = {10.1016/J.RESS.2020.107305},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/AntonelloBSZGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsrs/MilaniBPMZ21,
author = {Ali Eftekhari Milani and
Piero Baraldi and
Antonio Palermo and
Alessandro Marzani and
Enrico Zio},
title = {Damage Detection in Truss Structures Supporting Pipelines and Auxiliary
Equipment in Power Plants},
booktitle = {5th International Conference on System Reliability and Safety, {ICSRS}
2021, Palermo, Italy, November 24-26, 2021},
pages = {115--119},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICSRS53853.2021.9660673},
doi = {10.1109/ICSRS53853.2021.9660673},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icsrs/MilaniBPMZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsrs/ValcamonicoBZ21,
author = {Dario Valcamonico and
Piero Baraldi and
Enrico Zio},
title = {Natural Language Processing and Bayesian Networks for the Analysis
of Process Safety Events},
booktitle = {5th International Conference on System Reliability and Safety, {ICSRS}
2021, Palermo, Italy, November 24-26, 2021},
pages = {216--221},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICSRS53853.2021.9660733},
doi = {10.1109/ICSRS53853.2021.9660733},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icsrs/ValcamonicoBZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/XuBAZ20,
author = {Mingjing Xu and
Piero Baraldi and
Sameer Al{-}Dahidi and
Enrico Zio},
title = {Fault prognostics by an ensemble of Echo State Networks in presence
of event based measurements},
journal = {Eng. Appl. Artif. Intell.},
volume = {87},
year = {2020},
url = {https://doi.org/10.1016/j.engappai.2019.103346},
doi = {10.1016/J.ENGAPPAI.2019.103346},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/XuBAZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/CompareBZ20,
author = {Michele Compare and
Piero Baraldi and
Enrico Zio},
title = {Challenges to IoT-Enabled Predictive Maintenance for Industry 4.0},
journal = {{IEEE} Internet Things J.},
volume = {7},
number = {5},
pages = {4585--4597},
year = {2020},
url = {https://doi.org/10.1109/JIOT.2019.2957029},
doi = {10.1109/JIOT.2019.2957029},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/CompareBZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/BaraldiCSGSZ20,
author = {Piero Baraldi and
Andrea Castellano and
Ahmed Shokry and
Ugo Gentile and
Luigi Serio and
Enrico Zio},
title = {A Feature Selection-based Approach for the Identification of Critical
Components in Complex Technical Infrastructures: Application to the
{CERN} Large Hadron Collider},
journal = {Reliab. Eng. Syst. Saf.},
volume = {201},
pages = {106974},
year = {2020},
url = {https://doi.org/10.1016/j.ress.2020.106974},
doi = {10.1016/J.RESS.2020.106974},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/BaraldiCSGSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/CompareBBZD20,
author = {Michele Compare and
Piero Baraldi and
I. Bani and
Enrico Zio and
D. Mc Donnell},
title = {Industrial equipment reliability estimation: {A} Bayesian Weibull
regression model with covariate selection},
journal = {Reliab. Eng. Syst. Saf.},
volume = {200},
pages = {106891},
year = {2020},
url = {https://doi.org/10.1016/j.ress.2020.106891},
doi = {10.1016/J.RESS.2020.106891},
timestamp = {Fri, 19 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/CompareBBZD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/CompareBMZ20,
author = {Michele Compare and
Piero Baraldi and
Paolo Marelli and
Enrico Zio},
title = {Partially observable Markov decision processes for optimal operations
of gas transmission networks},
journal = {Reliab. Eng. Syst. Saf.},
volume = {199},
pages = {106893},
year = {2020},
url = {https://doi.org/10.1016/j.ress.2020.106893},
doi = {10.1016/J.RESS.2020.106893},
timestamp = {Fri, 19 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/CompareBMZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/LuBZ20,
author = {Xuefei Lu and
Piero Baraldi and
Enrico Zio},
title = {A data-driven framework for identifying important components in complex
systems},
journal = {Reliab. Eng. Syst. Saf.},
volume = {204},
pages = {107197},
year = {2020},
url = {https://doi.org/10.1016/j.ress.2020.107197},
doi = {10.1016/J.RESS.2020.107197},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/LuBZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/YangBZ20,
author = {Zhe Yang and
Piero Baraldi and
Enrico Zio},
title = {A novel method for maintenance record clustering and its application
to a case study of maintenance optimization},
journal = {Reliab. Eng. Syst. Saf.},
volume = {203},
pages = {107103},
year = {2020},
url = {https://doi.org/10.1016/j.ress.2020.107103},
doi = {10.1016/J.RESS.2020.107103},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/YangBZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YangABZM20,
author = {Zhe Yang and
Sameer Al{-}Dahidi and
Piero Baraldi and
Enrico Zio and
Lorenzo Montelatici},
title = {A Novel Concept Drift Detection Method for Incremental Learning in
Nonstationary Environments},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {1},
pages = {309--320},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2900956},
doi = {10.1109/TNNLS.2019.2900956},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/YangABZM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/CannarileBZ19,
author = {Francesco Cannarile and
Piero Baraldi and
Enrico Zio},
title = {An evidential similarity-based regression method for the prediction
of equipment remaining useful life in presence of incomplete degradation
trajectories},
journal = {Fuzzy Sets Syst.},
volume = {367},
pages = {36--50},
year = {2019},
url = {https://doi.org/10.1016/j.fss.2018.10.008},
doi = {10.1016/J.FSS.2018.10.008},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/CannarileBZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/Al-DahidiMBZS18,
author = {Sameer Al{-}Dahidi and
Francesco Di Maio and
Piero Baraldi and
Enrico Zio and
Redouane Seraoui},
title = {A framework for reconciliating data clusters from a fleet of nuclear
power plants turbines for fault diagnosis},
journal = {Appl. Soft Comput.},
volume = {69},
pages = {213--231},
year = {2018},
url = {https://doi.org/10.1016/j.asoc.2018.04.044},
doi = {10.1016/J.ASOC.2018.04.044},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/Al-DahidiMBZS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/RigamontiBZRGP18,
author = {Marco Rigamonti and
Piero Baraldi and
Enrico Zio and
Indranil Roychoudhury and
Kai Goebel and
Scott Poll},
title = {Ensemble of optimized echo state networks for remaining useful life
prediction},
journal = {Neurocomputing},
volume = {281},
pages = {121--138},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.11.062},
doi = {10.1016/J.NEUCOM.2017.11.062},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/RigamontiBZRGP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tr/RigamontiBAZAG18,
author = {Marco Rigamonti and
Piero Baraldi and
Allegra Alessi and
Enrico Zio and
Daniel Astigarraga and
Ainhoa Galarza},
title = {An Ensemble of Component-Based and Population-Based Self-Organizing
Maps for the Identification of the Degradation State of Insulated-Gate
Bipolar Transistors},
journal = {{IEEE} Trans. Reliab.},
volume = {67},
number = {3},
pages = {1304--1313},
year = {2018},
url = {https://doi.org/10.1109/TR.2018.2834828},
doi = {10.1109/TR.2018.2834828},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tr/RigamontiBAZAG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsrs/YangBZ18,
author = {Zhe Yang and
Piero Baraldi and
Enrico Zio},
title = {Automatic Extraction of a Health Indicator from Vibrational Data by
Sparse Autoencoders},
booktitle = {3rd International Conference on System Reliability and Safety, {ICSRS}
2018, Barcelona, Spain, November 23-25, 2018},
pages = {328--332},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICSRS.2018.8688720},
doi = {10.1109/ICSRS.2018.8688720},
timestamp = {Thu, 13 Jan 2022 11:13:38 +0100},
biburl = {https://dblp.org/rec/conf/icsrs/YangBZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BaraldiMAZM17,
author = {Piero Baraldi and
Francesco Di Maio and
Sameer Al{-}Dahidi and
Enrico Zio and
Francesca Mangili},
title = {Prediction of industrial equipment Remaining Useful Life by fuzzy
similarity and belief function theory},
journal = {Expert Syst. Appl.},
volume = {83},
pages = {226--241},
year = {2017},
url = {https://doi.org/10.1016/j.eswa.2017.04.035},
doi = {10.1016/J.ESWA.2017.04.035},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/BaraldiMAZM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/CompareBBZD17,
author = {Michele Compare and
Piero Baraldi and
I. Bani and
Enrico Zio and
D. Mc Donnell},
title = {Development of a Bayesian multi-state degradation model for up-to-date
reliability estimations of working industrial components},
journal = {Reliab. Eng. Syst. Saf.},
volume = {166},
pages = {25--40},
year = {2017},
url = {https://doi.org/10.1016/j.ress.2016.11.020},
doi = {10.1016/J.RESS.2016.11.020},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/CompareBBZD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsrs/0279MBZ17,
author = {Wei Wang and
Francesco Di Maio and
Piero Baraldi and
Enrico Zio},
title = {A hybrid Monte Carlo and possibilistic approach to estimate non-suppression
probability in fire probabilistic safety analysis},
booktitle = {2nd International Conference on System Reliability and Safety, {ICSRS}
2017, Milan, Italy, December 20-22, 2017},
pages = {552--559},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICSRS.2017.8272881},
doi = {10.1109/ICSRS.2017.8272881},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icsrs/0279MBZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsrs/Al-DahidiBZZL17,
author = {Sameer Al{-}Dahidi and
Piero Baraldi and
Enrico Zio and
Edoardo Legnani},
title = {A dynamic weighting ensemble approach for wind energy production prediction},
booktitle = {2nd International Conference on System Reliability and Safety, {ICSRS}
2017, Milan, Italy, December 20-22, 2017},
pages = {296--302},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICSRS.2017.8272838},
doi = {10.1109/ICSRS.2017.8272838},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icsrs/Al-DahidiBZZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/springsim/OkhraviMKBLC17,
author = {Christopher Okhravi and
Steve McKeever and
Carl Kronlid and
Enrico Baraldi and
Olof Lindahl and
Francesco Ciabuschi},
editor = {Shafagh Jafer and
Jose J. Padilla and
Erika Frydenlund},
title = {Simulating market-oriented policy interventions for stimulating antibiotics
development},
booktitle = {Proceedings of the 50th Annual Simulation Symposium, Virginia Beach,
VA, USA, April 23 - 26, 2017},
pages = {2:1--2:12},
publisher = {Society for Computer Simulation International / {ACM}},
year = {2017},
url = {http://dl.acm.org/citation.cfm?id=3106390},
timestamp = {Fri, 15 Dec 2017 13:25:19 +0100},
biburl = {https://dblp.org/rec/conf/springsim/OkhraviMKBLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/BaraldiCMZ16,
author = {Piero Baraldi and
Francesco Cannarile and
Francesco Di Maio and
Enrico Zio},
title = {Hierarchical k-nearest neighbours classification and binary differential
evolution for fault diagnostics of automotive bearings operating under
variable conditions},
journal = {Eng. Appl. Artif. Intell.},
volume = {56},
pages = {1--13},
year = {2016},
url = {https://doi.org/10.1016/j.engappai.2016.08.011},
doi = {10.1016/J.ENGAPPAI.2016.08.011},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/BaraldiCMZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mr/RigamontiBZAAG16,
author = {Marco Rigamonti and
Piero Baraldi and
Enrico Zio and
Allegra Alessi and
Daniel Astigarraga and
Ainhoa Galarza},
title = {Identification of the degradation state for condition-based maintenance
of insulated gate bipolar transistors: {A} self-organizing map approach},
journal = {Microelectron. Reliab.},
volume = {60},
pages = {48--61},
year = {2016},
url = {https://doi.org/10.1016/j.microrel.2016.02.015},
doi = {10.1016/J.MICROREL.2016.02.015},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mr/RigamontiBZAAG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/Al-DahidiMBZ16,
author = {Sameer Al{-}Dahidi and
Francesco Di Maio and
Piero Baraldi and
Enrico Zio},
title = {Remaining useful life estimation in heterogeneous fleets working under
variable operating conditions},
journal = {Reliab. Eng. Syst. Saf.},
volume = {156},
pages = {109--124},
year = {2016},
url = {https://doi.org/10.1016/j.ress.2016.07.019},
doi = {10.1016/J.RESS.2016.07.019},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/Al-DahidiMBZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/NaseriBCZ16,
author = {Masoud Naseri and
Piero Baraldi and
Michele Compare and
Enrico Zio},
title = {Availability assessment of oil and gas processing plants operating
under dynamic Arctic weather conditions},
journal = {Reliab. Eng. Syst. Saf.},
volume = {152},
pages = {66--82},
year = {2016},
url = {https://doi.org/10.1016/j.ress.2016.03.004},
doi = {10.1016/J.RESS.2016.03.004},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/NaseriBCZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tr/HuBMZ16,
author = {Yang Hu and
Piero Baraldi and
Francesco Di Maio and
Enrico Zio},
title = {Online Performance Assessment Method for a Model-Based Prognostic
Approach},
journal = {{IEEE} Trans. Reliab.},
volume = {65},
number = {2},
pages = {718--735},
year = {2016},
url = {https://doi.org/10.1109/TR.2015.2500681},
doi = {10.1109/TR.2015.2500681},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tr/HuBMZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/BaraldiMGZ15,
author = {Piero Baraldi and
Francesco Di Maio and
Davide Genini and
Enrico Zio},
title = {Reconstruction of missing data in multidimensional time series by
fuzzy similarity},
journal = {Appl. Soft Comput.},
volume = {26},
pages = {1--9},
year = {2015},
url = {https://doi.org/10.1016/j.asoc.2014.09.038},
doi = {10.1016/J.ASOC.2014.09.038},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/BaraldiMGZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BaraldiMZ15,
author = {Piero Baraldi and
Francesca Mangili and
Enrico Zio},
title = {A belief function theory based approach to combining different representation
of uncertainty in prognostics},
journal = {Inf. Sci.},
volume = {303},
pages = {134--149},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2014.12.051},
doi = {10.1016/J.INS.2014.12.051},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/BaraldiMZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/BaraldiMRZS15,
author = {Piero Baraldi and
Francesco Di Maio and
Marco Rigamonti and
Enrico Zio and
Redouane Seraoui},
title = {Unsupervised clustering of vibration signals for identifying anomalous
conditions in a nuclear turbine},
journal = {J. Intell. Fuzzy Syst.},
volume = {28},
number = {4},
pages = {1723--1731},
year = {2015},
url = {https://doi.org/10.3233/IFS-141459},
doi = {10.3233/IFS-141459},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/BaraldiMRZS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/BaraldiPMZD15,
author = {Piero Baraldi and
Luca Podofillini and
Lusine Mkrtchyan and
Enrico Zio and
Vinh N. Dang},
title = {Comparing the treatment of uncertainty in Bayesian networks and fuzzy
expert systems used for a human reliability analysis application},
journal = {Reliab. Eng. Syst. Saf.},
volume = {138},
pages = {176--193},
year = {2015},
url = {https://doi.org/10.1016/j.ress.2015.01.016},
doi = {10.1016/J.RESS.2015.01.016},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/BaraldiPMZD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/HuBMZ15,
author = {Yang Hu and
Piero Baraldi and
Francesco Di Maio and
Enrico Zio},
title = {A particle filtering and kernel smoothing-based approach for new design
component prognostics},
journal = {Reliab. Eng. Syst. Saf.},
volume = {134},
pages = {19--31},
year = {2015},
url = {https://doi.org/10.1016/j.ress.2014.10.003},
doi = {10.1016/J.RESS.2014.10.003},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/HuBMZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tr/BaraldiMGZ15,
author = {Piero Baraldi and
Francesco Di Maio and
Davide Genini and
Enrico Zio},
title = {Comparison of Data-Driven Reconstruction Methods For Fault Detection},
journal = {{IEEE} Trans. Reliab.},
volume = {64},
number = {3},
pages = {852--860},
year = {2015},
url = {https://doi.org/10.1109/TR.2015.2436384},
doi = {10.1109/TR.2015.2436384},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tr/BaraldiMGZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/BaraldiCZ14,
author = {Piero Baraldi and
Michele Compare and
Enrico Zio},
title = {Uncertainty treatment in expert information systems for maintenance
policy assessment},
journal = {Appl. Soft Comput.},
volume = {22},
pages = {297--310},
year = {2014},
url = {https://doi.org/10.1016/j.asoc.2014.05.024},
doi = {10.1016/J.ASOC.2014.05.024},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/BaraldiCZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/BaraldiZMGN14,
author = {Piero Baraldi and
Enrico Zio and
Francesca Mangili and
Giulio Gola and
Bent H. Nystad},
title = {Ensemble of Kernel Regression Models for Assessing the Health State
of Choke Valves in Offshore Oil Platforms},
journal = {Int. J. Comput. Intell. Syst.},
volume = {7},
number = {2},
pages = {225--241},
year = {2014},
url = {https://doi.org/10.1080/18756891.2013.874670},
doi = {10.1080/18756891.2013.874670},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/BaraldiZMGN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/BaraldiMZ13,
author = {Piero Baraldi and
Francesco Di Maio and
Enrico Zio},
title = {Unsupervised Clustering for Fault Diagnosis in Nuclear Power Plant
Components},
journal = {Int. J. Comput. Intell. Syst.},
volume = {6},
number = {4},
pages = {764--777},
year = {2013},
url = {https://doi.org/10.1080/18756891.2013.804145},
doi = {10.1080/18756891.2013.804145},
timestamp = {Tue, 16 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/BaraldiMZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BaraldiCZ13,
author = {Piero Baraldi and
Michele Compare and
Enrico Zio},
title = {Maintenance policy performance assessment in presence of imprecision
based on Dempster-Shafer Theory of Evidence},
journal = {Inf. Sci.},
volume = {245},
pages = {112--131},
year = {2013},
url = {https://doi.org/10.1016/j.ins.2012.11.003},
doi = {10.1016/J.INS.2012.11.003},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/BaraldiCZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qre/BaraldiBCBDZ13,
author = {Piero Baraldi and
A. Balestrero and
Michele Compare and
L. Benetrix and
A. Despujols and
Enrico Zio},
title = {A Modeling Framework for Maintenance Optimization of Electrical Components
Based on Fuzzy Logic and Effective Age},
journal = {Qual. Reliab. Eng. Int.},
volume = {29},
number = {3},
pages = {385--405},
year = {2013},
url = {https://doi.org/10.1002/qre.1388},
doi = {10.1002/QRE.1388},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qre/BaraldiBCBDZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/BaraldiMZ13,
author = {Piero Baraldi and
Francesca Mangili and
Enrico Zio},
title = {Investigation of uncertainty treatment capability of model-based and
data-driven prognostic methods using simulated data},
journal = {Reliab. Eng. Syst. Saf.},
volume = {112},
pages = {94--108},
year = {2013},
url = {https://doi.org/10.1016/j.ress.2012.12.004},
doi = {10.1016/J.RESS.2012.12.004},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/BaraldiMZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/RipamontiLBCZ13,
author = {G. Ripamonti and
G. Lonati and
Piero Baraldi and
Francesco Cadini and
Enrico Zio},
title = {Uncertainty propagation in a model for the estimation of the ground
level concentration of dioxin/furans emitted from a waste gasification
plant},
journal = {Reliab. Eng. Syst. Saf.},
volume = {120},
pages = {98--105},
year = {2013},
url = {https://doi.org/10.1016/j.ress.2013.05.012},
doi = {10.1016/J.RESS.2013.05.012},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/RipamontiLBCZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tr/BaraldiCZ13,
author = {Piero Baraldi and
Michele Compare and
Enrico Zio},
title = {Component Ranking by Birnbaum Importance in Presence of Epistemic
Uncertainty in Failure Event Probabilities},
journal = {{IEEE} Trans. Reliab.},
volume = {62},
number = {1},
pages = {37--48},
year = {2013},
url = {https://doi.org/10.1109/TR.2013.2240885},
doi = {10.1109/TR.2013.2240885},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tr/BaraldiCZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tr/MaioBZS13,
author = {Francesco Di Maio and
Piero Baraldi and
Enrico Zio and
Redouane Seraoui},
title = {Fault Detection in Nuclear Power Plants Components by a Combination
of Statistical Methods},
journal = {{IEEE} Trans. Reliab.},
volume = {62},
number = {4},
pages = {833--845},
year = {2013},
url = {https://doi.org/10.1109/TR.2013.2285033},
doi = {10.1109/TR.2013.2285033},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tr/MaioBZS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tr/BaraldiMZ12,
author = {Piero Baraldi and
Francesca Mangili and
Enrico Zio},
title = {A Kalman Filter-Based Ensemble Approach With Application to Turbine
Creep Prognostics},
journal = {{IEEE} Trans. Reliab.},
volume = {61},
number = {4},
pages = {966--977},
year = {2012},
url = {https://doi.org/10.1109/TR.2012.2221037},
doi = {10.1109/TR.2012.2221037},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tr/BaraldiMZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sqres/ZioBC11,
author = {Enrico Zio and
Piero Baraldi and
Francesco Cadini},
title = {Reliability and Risk Analysis},
series = {Series on Quality, Reliability and Engineering Statistics},
volume = {13-15},
publisher = {WorldScientific},
year = {2011},
url = {https://doi.org/10.1142/9789814360685},
doi = {10.1142/9789814360685},
isbn = {978-981-4360-68-5},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sqres/ZioBC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BaraldiGZRH11,
author = {Piero Baraldi and
Giulio Gola and
Enrico Zio and
Davide Roverso and
M. Hoffmann},
title = {A randomized model ensemble approach for reconstructing signals from
faulty sensors},
journal = {Expert Syst. Appl.},
volume = {38},
number = {8},
pages = {9211--9224},
year = {2011},
url = {https://doi.org/10.1016/j.eswa.2011.01.121},
doi = {10.1016/J.ESWA.2011.01.121},
timestamp = {Wed, 11 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/BaraldiGZRH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/BaraldiCZSC11,
author = {Piero Baraldi and
Roberto Canesi and
Enrico Zio and
Redouane Seraoui and
Roger Chevalier},
title = {Genetic algorithm-based wrapper approach for grouping condition monitoring
signals of nuclear power plant components},
journal = {Integr. Comput. Aided Eng.},
volume = {18},
number = {3},
pages = {221--234},
year = {2011},
url = {https://doi.org/10.3233/ICA-2011-0375},
doi = {10.3233/ICA-2011-0375},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/icae/BaraldiCZSC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/BaraldiRZ11,
author = {Piero Baraldi and
Roozbeh Razavi{-}Far and
Enrico Zio},
title = {Classifier-ensemble incremental-learning procedure for nuclear transient
identification at different operational conditions},
journal = {Reliab. Eng. Syst. Saf.},
volume = {96},
number = {4},
pages = {480--488},
year = {2011},
url = {https://doi.org/10.1016/j.ress.2010.11.005},
doi = {10.1016/J.RESS.2010.11.005},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/BaraldiRZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BaraldiLZPD09,
author = {Piero Baraldi and
M. Librizzi and
Enrico Zio and
Luca Podofillini and
Vinh N. Dang},
title = {Two techniques of sensitivity and uncertainty analysis of fuzzy expert
systems},
journal = {Expert Syst. Appl.},
volume = {36},
number = {10},
pages = {12461--12471},
year = {2009},
url = {https://doi.org/10.1016/j.eswa.2009.04.036},
doi = {10.1016/J.ESWA.2009.04.036},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/BaraldiLZPD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/ZioBLPD09,
author = {Enrico Zio and
Piero Baraldi and
M. Librizzi and
Luca Podofillini and
Vinh N. Dang},
title = {A fuzzy set-based approach for modeling dependence among human errors},
journal = {Fuzzy Sets Syst.},
volume = {160},
number = {13},
pages = {1947--1964},
year = {2009},
url = {https://doi.org/10.1016/j.fss.2009.01.016},
doi = {10.1016/J.FSS.2009.01.016},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/ZioBLPD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/BaraldiPZ09,
author = {Piero Baraldi and
Nicola Pedroni and
Enrico Zio},
title = {Application of a niched Pareto genetic algorithm for selecting features
for nuclear transients classification},
journal = {Int. J. Intell. Syst.},
volume = {24},
number = {2},
pages = {118--151},
year = {2009},
url = {https://doi.org/10.1002/int.20328},
doi = {10.1002/INT.20328},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/BaraldiPZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/ZioBP09,
author = {Enrico Zio and
Piero Baraldi and
Nicola Pedroni},
title = {Optimal power system generation scheduling by multi-objective genetic
algorithms with preferences},
journal = {Reliab. Eng. Syst. Saf.},
volume = {94},
number = {2},
pages = {432--444},
year = {2009},
url = {https://doi.org/10.1016/j.ress.2008.04.004},
doi = {10.1016/J.RESS.2008.04.004},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/ZioBP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ZioBG08,
author = {Enrico Zio and
Piero Baraldi and
Giulio Gola},
title = {Feature-based classifier ensembles for diagnosing multiple faults
in rotating machinery},
journal = {Appl. Soft Comput.},
volume = {8},
number = {4},
pages = {1365--1380},
year = {2008},
url = {https://doi.org/10.1016/j.asoc.2007.10.005},
doi = {10.1016/J.ASOC.2007.10.005},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/ZioBG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/ZioBP08,
author = {Enrico Zio and
Piero Baraldi and
Irina Crenguta Popescu},
title = {From Fuzzy Clustering to a Fuzzy Rule-Based Fault Classification Model},
journal = {Int. J. Comput. Intell. Syst.},
volume = {1},
number = {1},
pages = {60--76},
year = {2008},
url = {https://doi.org/10.1080/18756891.2008.9727605},
doi = {10.1080/18756891.2008.9727605},
timestamp = {Fri, 20 Apr 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/ZioBP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/BaraldiMU89,
author = {Patrizia Baraldi and
Enrico De Micheli and
Sergio Uras},
editor = {Keith D. Baker},
title = {Motion and Depth from Optical Flow},
booktitle = {Proceedings of the Alvey Vision Conference, {AVC} 1989, Reading, UK,
September, 1989},
pages = {1--4},
publisher = {Alvey Vision Club},
year = {1989},
url = {https://doi.org/10.5244/C.3.35},
doi = {10.5244/C.3.35},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/BaraldiMU89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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