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Noureddine Zerhouni

Département AS2M
équipe DATA-PHM

ENSMM

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noureddine.zerhouni [at] femto-st.fr

03 81 40 28 05

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AS2M (ENSMM)

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Publications de Noureddine Zerhouni

Voir toutes les publications (212)2024 (5)2023 (6)2022 (13)2021 (10)2020 (15)2019 (14)2018 (18)2017 (14)2016 (24)2015 (21)2014 (19)2013 (16)2012 (20)2011 (8)2007 (6)2006 (2)2004 (1)

2024 (5)

• inproceedings - Maintenance prescriptive des systèmes hydrogène-énergie
  4ème Réunion Plénières de la Fédération Hydrogène (FRH2) du CNRS (2024) / La Grande Motte, France (2024)
  Gibey, Gaultier | Pahon, Elodie | Zerhouni, Noureddine | Hissel, Daniel
  
  pdf | bibtex@inproceedings{03973ca6-04eb-4034-a13c-5ba80b3795d9, title = {Maintenance prescriptive des syst\`emes hydrog\`ene-\'energie}, author = {Gibey, Gaultier and Pahon, Elodie and Zerhouni, Noureddine and Hissel, Daniel}, year = {2024}, address = {La Grande Motte, France}, booktitle = {4\`eme R\'eunion Pl\'eni\`eres de la F\'ed\'eration Hydrog\`ene (FRH2) du CNRS (2024)}, editor = {}, month = {oct}, url = {https://publiweb.femto-st.fr/tntnet/entries/20822/documents/author/data} }
• article - Diagnostic and prognostic for prescriptive maintenance and control of PEMFC systems in an industrial framework
  Journal of Power Sources (Volume 613, sep 2024, Pages :234864 (12))
  Gibey, Gaultier | Pahon, Elodie | Zerhouni, Noureddine | Hissel, Daniel
  
  doi
• article - Real Time Worker Stress Prediction in a Smart Factory Assembly Line
  IEEE Access (Volume 12, aug 2024, Pages :116238 - 116249)
  Hijry, Hassan | Naqvi, Syed Meesam Raza | Javed, Kamran | H.albalawi, Omar | Olawoyin, Richard | Varnier, Christophe | Zerhouni, Noureddine
  
  doi
• inproceedings - Automatic Detection of Parathyroid Glands in Nuclear Medicine
  2024 International Symposium on Biomedical Imaging (ISBI 2024) / Athens, Greece (2024, Pages pages 1 - 8)
  Boukhennoufa, Ouassim | Comas, Laurent | Nicod, Jean-Marc | Ungureanu, Constantin | Zerhouni, Noureddine | Boulahdour, Hatem
  
  pdf | doi | bibtex@inproceedings{481d2e02-bd4e-410b-a425-28f96189f69b, title = {Automatic Detection of Parathyroid Glands in Nuclear Medicine}, author = {Boukhennoufa, Ouassim and Comas, Laurent and Nicod, Jean-Marc and Ungureanu, Constantin and Zerhouni, Noureddine and Boulahdour, Hatem}, year = {2024}, address = {Athens, Greece}, booktitle = {2024 International Symposium on Biomedical Imaging (ISBI 2024)}, editor = {}, month = {may}, pages = {1 - 8}, url = {https://publiweb.femto-st.fr/tntnet/entries/20665/documents/author/data}, doi = {10.1109/ISBI56570.2024.10635117} }
• article - Unlocking maintenance insights in industrial text through semantic search
  Computers in industry (Volume 157-158, Issue (104083), mar 2024, Pages :1 - 17)
  Naqvi, Syed Meesam Raza | Ghufran, Mohammad | Varnier, Christophe | Nicod, Jean-Marc | Javed, Kamran | Zerhouni, Noureddine
  
  doi

2023 (6)

• inproceedings - LT-PEMFC remaining useful life prediction for predictive maintenance
  7th International Conference on Polymer Electrolyte Membrane Fuel Cells & Electrolysis. Materials, Systems & Applications (CARISMA 2023) / Lefkada, Greece (2023)
  Gibey, Gaultier | Pahon, Elodie | Zerhouni, Noureddine | Hissel, Daniel
  
  bibtex@inproceedings{8c9b16ee-8e74-411b-ac9b-3c6ec7adb1eb, title = {LT-PEMFC remaining useful life prediction for predictive maintenance}, author = {Gibey, Gaultier and Pahon, Elodie and Zerhouni, Noureddine and Hissel, Daniel}, year = {2023}, address = {Lefkada, Greece}, booktitle = {7th International Conference on Polymer Electrolyte Membrane Fuel Cells \& Electrolysis. Materials, Systems \& Applications (CARISMA 2023)}, editor = {}, month = {oct} }
• inproceedings - Investigation on the capacity of deep learning to handle uncertainties in remaining useful life prediction
  2023 European Safety and Reliability Conference (ESREL 2019 2023) / Southampton, United States (2023, Pages pages 1 - 8)
  Nguyen, Khanh | Al Masry, Zeina | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{3ec1af71-f759-4742-ae7f-8171077bc7a4, title = {Investigation on the capacity of deep learning to handle uncertainties in remaining useful life prediction}, author = {Nguyen, Khanh and Al Masry, Zeina and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2023}, address = {Southampton, United States}, booktitle = {2023 European Safety and Reliability Conference (ESREL 2019 2023)}, month = {sep}, pages = {1 - 8}, url = {https://publiweb.femto-st.fr/tntnet/entries/19940/documents/author/data} }
• article - Surgical Microgrippers: A Survey And Analysis
  journal of medical devices (Volume 17, Issue (3), jul 2023, Pages :1 - 47)
  Pasaguayo, Liseth | Al Masry, Zeina | Lescano Alvarado, Sergio Andree | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Data Management Framework for Risk Estimate of Electronic Boards in Drilling and Measurement Tools
  2023 International federation of automatic control (2023) / Yokohama, Japan (2023, Pages pages 1 - 7)
  Kang, Jinlong | Al Masry, Zeina | Varnier, Christophe | Mosallam, Ahmed | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{7f40d8ff-5bd3-463e-a31f-85f8855b49f8, title = {Data Management Framework for Risk Estimate of Electronic Boards in Drilling and Measurement Tools}, author = {Kang, Jinlong and Al Masry, Zeina and Varnier, Christophe and Mosallam, Ahmed and Zerhouni, Noureddine}, year = {2023}, address = {Yokohama, Japan}, booktitle = {2023 International federation of automatic control (2023)}, month = {jul}, pages = {1 - 7}, url = {https://publiweb.femto-st.fr/tntnet/entries/19941/documents/author/data} }
• inproceedings - Integrating Fleet Compatibility and Environmental Risk in Downhole Tool Investment Planning
  2023 Prognostics and System Health Management Conference (PHM 2023) / Paris, France (2023, Pages pages 112- 116)
  Kang, Jinlong | Shen, Nannan | Fares, Ben Youssef | Mosallam, Ahmed | Varnier, Christophe | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{5c84c479-f857-49cd-90e0-7b871bbfe7e3, title = {Integrating Fleet Compatibility and Environmental Risk in Downhole Tool Investment Planning}, author = {Kang, Jinlong and Shen, Nannan and Fares, Ben Youssef and Mosallam, Ahmed and Varnier, Christophe and Zerhouni, Noureddine}, year = {2023}, address = {Paris, France}, booktitle = {2023 Prognostics and System Health Management Conference (PHM 2023)}, month = {jun}, pages = {112- 116}, url = {https://publiweb.femto-st.fr/tntnet/entries/19942/documents/author/data}, doi = {10.1109/PHM58589.2023.00029} }
• inproceedings - Explainable Machine Learning Approach with Augmentation for Mortality Prediction
  2023 International Conference on Advanced Systems and Electric Technologies (ASET 2023) / Hammamet, Tunisia (2023, Pages pages 1 - 6)
  Ketata, Firas | Al Masry, Zeina | Zerhouni, Noureddine | Yacoub, Slim
  
  pdf | bibtex@inproceedings{4ccb98bf-27d9-4f7e-8d0c-76ee658671f5, title = {Explainable Machine Learning Approach with Augmentation for Mortality Prediction}, author = {Ketata, Firas and Al Masry, Zeina and Zerhouni, Noureddine and Yacoub, Slim}, year = {2023}, address = {Hammamet, Tunisia}, booktitle = {2023 International Conference on Advanced Systems and Electric Technologies (ASET 2023)}, month = {apr}, pages = {1 - 6}, url = {https://publiweb.femto-st.fr/tntnet/entries/19939/documents/author/data} }

2022 (13)

• article - Metabolic syndrome screening in adolescents: new scores AI_METS based on artificial intelligence techniques
  Nutrition, metabolism and cardiovascular Diseases (Volume 1, dec 2022, Pages :1 - 10)
  Benmohammed, Karima | Valensi, Paul | Omri, Nabil | Al Masry, Zeina | Zerhouni, Noureddine
  
  doi
• article - Fuel cell diagnosis methods for embedded automotive applications
  Energy Reports (Volume 8, nov 2022, Pages :6687 - 6706)
  Aubry, Julie | Yousfi Steiner, Nadia | Morando, Simon | Zerhouni, Noureddine | Hissel, Daniel
  
  pdf | doi
• inproceedings - Generating Semantic Matches Between Maintenance Work Orders for Diagnostic Decision Support
  2022 Annual Conference of the Prognostics and Health Management Society (PHM Conference 2022) / Nashville, United States (Volume 14, Issue 1, 2022, Pages pages 1 - 10)
  Naqvi, Syed Meesam Raza | Ghufran, Mohammad | Meraghni, Safa | Varnier, Christophe | Nicod, Jean-Marc | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{9ea385cf-4b76-44c9-91fa-64ae1df3dfc4, title = {Generating Semantic Matches Between Maintenance Work Orders for Diagnostic Decision Support}, author = {Naqvi, Syed Meesam Raza and Ghufran, Mohammad and Meraghni, Safa and Varnier, Christophe and Nicod, Jean-Marc and Zerhouni, Noureddine}, year = {2022}, address = {Nashville, United States}, booktitle = {2022 Annual Conference of the Prognostics and Health Management Society (PHM Conference 2022)}, month = {nov}, number = {1}, pages = {1 - 10}, url = {https://publiweb.femto-st.fr/tntnet/entries/19305/documents/author/data}, volume = {14}, doi = {10.36001/phmconf.2022.v14i1.3241} }
• inproceedings - CRITICAL COMPONENTS' SELECTION METHODOLOGY OF A MICROGRIPPER FOR INTRACORPOREAL SURGERY
  2022 Annual Conference of the Prognostics and Health Management Society (PHM Conference 2022) / Nashville, United States (Volume 14, Issue 1, 2022, Pages pages 1 - 10)
  Pasaguayo, Liseth | Al Masry, Zeina | Lescano Alvarado, Sergio Andree | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{8e26f8bc-25c2-4a0c-b9c2-3d5eed6a7eeb, title = {CRITICAL COMPONENTS' SELECTION METHODOLOGY OF A MICROGRIPPER FOR INTRACORPOREAL SURGERY}, author = {Pasaguayo, Liseth and Al Masry, Zeina and Lescano Alvarado, Sergio Andree and Zerhouni, Noureddine}, year = {2022}, address = {Nashville, United States}, booktitle = {2022 Annual Conference of the Prognostics and Health Management Society (PHM Conference 2022)}, month = {nov}, number = {1}, pages = {1 - 10}, url = {https://publiweb.femto-st.fr/tntnet/entries/19313/documents/author/data}, volume = {14}, doi = {10.36001/phmconf.2022.v14i1.3156} }
• article - RUL Prediction Using a Fusion of Attention-Based Convolutional Variational AutoEncoder and Ensemble Learning Classifier
  IEEE Transactions on Reliability (Volume 1, oct 2022, Pages :1 - 19)
  Remadna, Ikram | Terrissa, Labib | Al Masry, Zeina | Zerhouni, Noureddine
  
  pdf | doi
• article - Human knowledge centered maintenance decision support in digital twin environment
  Journal of manufacturing systems (Volume 65, oct 2022, Pages :528 - 537)
  Naqvi, Syed Meesam Raza | Ghufran, Mohammad | Meraghni, Safa | Varnier, Christophe | Nicod, Jean-Marc | Zerhouni, Noureddine
  
  doi
• inproceedings - Fuel Cell prognosis using particle filter: application to the automotive sector
  31st IEEE International Symposium on Industrial Electronics (ISIE 2022) / Anchorage, United States (2022, Pages pages 360 - 365)
  Aubry, Julie | Yousfi Steiner, Nadia | Morando, Simon | Zerhouni, Noureddine | Van Der Linden, Fabian | Hissel, Daniel
  
  doi | bibtex@inproceedings{10573d06-b247-4d43-8ed0-fee66d98d52e, title = {Fuel Cell prognosis using particle filter: application to the automotive sector}, author = {Aubry, Julie and Yousfi Steiner, Nadia and Morando, Simon and Zerhouni, Noureddine and Van Der Linden, Fabian and Hissel, Daniel}, year = {2022}, address = {Anchorage, United States}, booktitle = {31st IEEE International Symposium on Industrial Electronics (ISIE 2022)}, editor = {10573d06-b247-4d43-8ed0-fee66d98d52e-editor.pdf}, month = {jun}, pages = {360 - 365}, doi = {10.1109/ISIE51582.2022.9831770} }
• article - A data-driven method for multi-step-ahead prediction and long-term prognostics of proton exchange membrane fuel cell
  Applied Energy (Volume 313, may 2022, Pages :118835 (15))
  Benaggoune, Khaled | Yue, Meiling | Jemei, Samir | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - CBR-Based Decision Support System for Maintenance Text Using NLP for an Aviation Case Study
  2022 Prognostics and System Health Management Conference (PHM 2022) / Londres, United Kingdom (2022, Pages pages 344 - 349)
  Naqvi, Syed Meesam Raza | Ghufran, Mohammad | Meraghni, Safa | Varnier, Christophe | Nicod, Jean-Marc | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{765ad2a1-f013-4a6b-9976-4c3e6a8bdf30, title = {CBR-Based Decision Support System for Maintenance Text Using NLP for an Aviation Case Study}, author = {Naqvi, Syed Meesam Raza and Ghufran, Mohammad and Meraghni, Safa and Varnier, Christophe and Nicod, Jean-Marc and Zerhouni, Noureddine}, year = {2022}, address = {Londres, United Kingdom}, booktitle = {2022 Prognostics and System Health Management Conference (PHM 2022)}, month = {may}, pages = {344 - 349}, url = {https://publiweb.femto-st.fr/tntnet/entries/19128/documents/author/data}, doi = {10.1109/PHM2022-London52454.2022.00067} }
• inproceedings - Risk Level Estimation for Electronics Boards in Drilling and Measurement Tools Based on the Hidden Markov Model
  2022 Prognostics and System Health Management Conference (PHM 2022) / Londres, United Kingdom (2022, Pages pages 495 - 500)
  Kang, Jinlong | Varnier, Christophe | Mosallam, Ahmed | Zerhouni, Noureddine | Fares, Ben Youssef | Shen, Nannan
  
  pdf | doi | bibtex@inproceedings{06084597-b95b-41dd-b280-c3ce0e19a469, title = {Risk Level Estimation for Electronics Boards in Drilling and Measurement Tools Based on the Hidden Markov Model}, author = {Kang, Jinlong and Varnier, Christophe and Mosallam, Ahmed and Zerhouni, Noureddine and Fares, Ben Youssef and Shen, Nannan}, year = {2022}, address = {Londres, United Kingdom}, booktitle = {2022 Prognostics and System Health Management Conference (PHM 2022)}, month = {may}, pages = {495 - 500}, url = {https://publiweb.femto-st.fr/tntnet/entries/19129/documents/author/data}, doi = {10.1109/PHM2022-London52454.2022.00093} }
• article - Degradation identification and prognostics of proton exchange membrane fuel cell under dynamic load
  Control Engineering Practice (Volume 118, jan 2022, Pages :104959)
  Yue, Meiling | Li, Zhongliang | Roche, Robin | Jemei, Samir | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Data Labeling Impact on Deep Learning Models in Digital Pathology: a Breast Cancer Case Study
  (Volume 1, 2022, Pages pages 117 - 129)
  Benaggoune, Khaled | Al Masry, Zeina | Devalland, Christine | Valmary Degano, Séverine | Zerhouni, Noureddine | LH, Mouss
  
  pdf | doi | bibtex@inproceedings{db7b7ce9-09f4-46d0-a0d7-16cfb94ceaf3, title = {Data Labeling Impact on Deep Learning Models in Digital Pathology: a Breast Cancer Case Study}, author = {Benaggoune, Khaled and Al Masry, Zeina and Devalland, Christine and Valmary Degano, S\'everine and Zerhouni, Noureddine and LH, Mouss}, year = {2022}, month = {jan}, pages = {117 - 129}, url = {https://publiweb.femto-st.fr/tntnet/entries/19309/documents/author/data}, volume = {1}, doi = {10.1007/978-981-16-7771-7_10}, journal = {Intelligent vision in healthcare} }
• inproceedings - LBODP027 Detection Of Metabolic Syndrome In Adolescent With Explainable Artificial Intelligence: Which Place For Mean Blood Pressure?
  (Volume 6, Issue 1, 2022, Pages pages 235)
  Benmohammed, Karima | Al Masry, Zeina | Omri, Nabil | Zerhouni, Noureddine | Valensi, Paul
  
  doi | bibtex@inproceedings{27278e0e-7ef4-4cf3-8525-4f796f79ed14, title = {LBODP027 Detection Of Metabolic Syndrome In Adolescent With Explainable Artificial Intelligence: Which Place For Mean Blood Pressure?}, author = {Benmohammed, Karima and Al Masry, Zeina and Omri, Nabil and Zerhouni, Noureddine and Valensi, Paul}, year = {2022}, editor = {27278e0e-7ef4-4cf3-8525-4f796f79ed14-editor.pdf}, month = {jan}, number = {1}, pages = {235}, volume = {6}, doi = {10.1210/jendso/bvac150.482}, journal = {Journal of the endocrine Society} }

2021 (10)

• article - Proton exchange membrane fuel cell system prognostics and decision-making: Current status and perspectives
  Renewable Energy (Volume 179, dec 2021, Pages :2277 - 2294)
  Yue, Meiling | Jemei, Samir | Zerhouni, Noureddine | Gouriveau, Rafael
  
  pdf | doi
• inproceedings - Leveraging Free-form Text in Maintenance Logs Through BERT Transfer Learning
  3rd International conference on deep Learning, Artificial intelligence and robotics (ICDLAIR 2021) / Fisciano, Italy (2021, Pages pages 1 - 11)
  Naqvi, Syed Meesam Raza | Varnier, Christophe | Nicod, Jean-Marc | Zerhouni, Noureddine | Ghufran, Mohammad
  
  pdf | doi | bibtex@inproceedings{1f3b788b-6ae1-415f-9767-05735fe57841, title = {Leveraging Free-form Text in Maintenance Logs Through BERT Transfer Learning}, author = {Naqvi, Syed Meesam Raza and Varnier, Christophe and Nicod, Jean-Marc and Zerhouni, Noureddine and Ghufran, Mohammad}, year = {2021}, address = {Fisciano, Italy}, booktitle = {3rd International conference on deep Learning, Artificial intelligence and robotics (ICDLAIR 2021)}, month = {dec}, pages = {1 - 11}, url = {https://publiweb.femto-st.fr/tntnet/entries/18975/documents/author/data}, doi = {10.1007/978-3-030-98531-8_7} }
• article - Hybrid fuel cell system degradation modeling methods: A comprehensive review
  Journal of Power Sources (Volume 506, sep 2021, Pages :230071 (16))
  Vichard, Loïc | Yousfi Steiner, Nadia | Zerhouni, Noureddine | Hissel, Daniel
  
  doi
• inproceedings - X-PHM: Prognostics and health management knowledge-based framework for SME
  54th CIRP Conference on Manufacturing Systems (2021) / Besançon, France (Volume 104, 2021, Pages pages 1595 - 1600)
  Omri, Nabil | Al Masry, Zeina | Mairot, N. | Giampiccolo, Sylvain | Zerhouni, Noureddine
  
  doi | bibtex@inproceedings{67957dfc-594c-4b5c-90df-b4c02d2b37c8, title = {X-PHM: Prognostics and health management knowledge-based framework for SME}, author = {Omri, Nabil and Al Masry, Zeina and Mairot, N. and Giampiccolo, Sylvain and Zerhouni, Noureddine}, year = {2021}, address = {Besan\c{c}on, France}, booktitle = {54th CIRP Conference on Manufacturing Systems (2021)}, editor = {67957dfc-594c-4b5c-90df-b4c02d2b37c8-editor.pdf}, month = {sep}, pages = {1595 - 1600}, volume = {104}, doi = {10.1016/j.procir.2021.11.269} }
• article - Degradation prognosis for proton exchange membrane fuel cell based on hybrid transfer learning and intercell differences
  ISA Transactions (Volume 113, jul 2021, Pages :149-165)
  Ma, Jian | Liu, Xue | Zou, Xinyu | Yue, Meiling | Shang, Pengchao | Kang, Liyuan | Jemei, Samir | Lu, Chen | Ding, Yu | Zerhouni, Noureddine | Cheng, Yujie
  
  doi
• article - Détection précoce du cancer du sein : étude de l’impact sociotechnique d’un soutien-gorge « intelligent »
  Santé Publique (Volume 33, Issue (4), jul 2021, Pages :473 - 482)
  Simoncini, Nicolas | Triclot, Mathieu | Rey, Bénédicte | Tyndiuk (Bazzaro), Florence | Dembinski, Olivier | Cabaret, Katy | Devalland, Christine | Gay, Catherine | Al Masry, Zeina | Zerhouni, Noureddine
  
• article - Impact of decision horizon on post-prognostics maintenance and missions scheduling: a railways case study
  International Journal of Rail Transportation (Volume 1, jun 2021, Pages :1 - 31)
  Bougacha, Omar | Varnier, Christophe | Zerhouni, Noureddine
  
  pdf | doi
• article - Towards an adapted PHM approach: Data quality requirements methodology for fault detection applications
  Computers in industry (Volume 127, may 2021, Pages :103414)
  Omri, Nabil | Al Masry, Zeina | Mairot, N. | Giampiccolo, Sylvain | Zerhouni, Noureddine
  
  pdf | doi
• article - Connected bras for breast cancer detection in 2021: Analysis and perspectives
  Gynécologie Obstétrique Fertilité & Sénologie (Volume 21, may 2021, Pages :20)
  Al Masry, Zeina | Zerhouni, Noureddine | Gay, Catherine | Meraghni, Safa | Lodi, Massimo | Mathelin, Carole | Monnin-Devalland, C.
  
  pdf | doi
• article - An online prognostics-based health management strategy for fuel cell hybrid electric vehicles
  International Journal of Hydrogen Energy (Volume 46, Issue (24), apr 2021, Pages :13206 - 13218)
  Yue, Meiling | Al Masry, Zeina | Jemei, Samir | Zerhouni, Noureddine
  
  doi

2020 (15)

• article - A Review of Post-Prognostics Decision-Making in Prognostics and Health Management
  International Journal of Prognostics and Health Management (Volume 11, Issue (15), dec 2020, Pages :31)
  Bougacha, Omar | Varnier, Christophe | Zerhouni, Noureddine
  
  pdf
• article - Robustness testing framework for RUL prediction Deep LSTM networks
  ISA Transactions (Volume 113, Issue (1), nov 2020, Pages :1 - 22)
  Sayah, Mohamed | Gueblia, Djillali | Al Masry, Zeina | Zerhouni, Noureddine
  
  pdf | doi
• article - A CNN-based methodology for breast cancer diagnosis using thermal images
  Computer Methods in Biomechanics and Biomedical Engineering (Volume 5, nov 2020, Pages :1 - 15)
  Zuluaga, Juan Pablo | Al Masry, Zeina | Benaggoune, Khaled | Meraghni, Safa | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Hybrid Architecture of Deep Convolutional Variational Auto-Encoder for Remaining Useful Life Prediction
  30th European Safety and Reliability Conference (ESREL 2019 2020) / Venises, Italy (2020, Pages pages 7)
  Zemouri, Ryad | Al Masry, Zeina | Remadna, Ikram | Terrissa, Labib | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{849ee958-99d8-4149-a154-9bb5e9881241, title = {Hybrid Architecture of Deep Convolutional Variational Auto-Encoder for Remaining Useful Life Prediction}, author = {Zemouri, Ryad and Al Masry, Zeina and Remadna, Ikram and Terrissa, Labib and Zerhouni, Noureddine}, year = {2020}, address = {Venises, Italy}, booktitle = {30th European Safety and Reliability Conference (ESREL 2019 2020)}, month = {nov}, pages = {7}, url = {https://publiweb.femto-st.fr/tntnet/entries/16727/documents/author/data} }
• inproceedings - Impact of the Decision Horizon on Railway Systems Maintenance and Service Scheduling
  30th European Safety and Reliability Conference (ESREL 2019 2020) / Venises, Italy (2020, Pages pages 8)
  Bougacha, Omar | Varnier, Christophe | Zerhouni, Noureddine | Dersin, Pierre
  
  pdf | bibtex@inproceedings{3bdb9bb9-2f3e-4903-9ea4-b63b597e7e17, title = {Impact of the Decision Horizon on Railway Systems Maintenance and Service Scheduling}, author = {Bougacha, Omar and Varnier, Christophe and Zerhouni, Noureddine and Dersin, Pierre}, year = {2020}, address = {Venises, Italy}, booktitle = {30th European Safety and Reliability Conference (ESREL 2019 2020)}, month = {nov}, pages = {8}, url = {https://publiweb.femto-st.fr/tntnet/entries/16746/documents/author/data} }
• inproceedings - Fault tolerant control of a Proton Exchange Membrane Fuel Cell based on a Modified Failure Mode and Effect Analysis
  IEEE Vehicle Power and Propulsion Conference (VPPC 2020) / Gijon, Spain (2020, Pages pages 6)
  Aubry, Julie | Yousfi Steiner, Nadia | Morando, Simon | Zerhouni, Noureddine | Hissel, Daniel
  
  pdf | bibtex@inproceedings{2d4e497f-cee2-488c-bdf8-b14c7d23e963, title = {Fault tolerant control of a Proton Exchange Membrane Fuel Cell based on a Modified Failure Mode and Effect Analysis}, author = {Aubry, Julie and Yousfi Steiner, Nadia and Morando, Simon and Zerhouni, Noureddine and Hissel, Daniel}, year = {2020}, address = {Gijon, Spain}, booktitle = {IEEE Vehicle Power and Propulsion Conference (VPPC 2020)}, month = {nov}, pages = {6}, url = {https://publiweb.femto-st.fr/tntnet/entries/17159/documents/author/data} }
• inproceedings - Prognostics-based Energy Management in Fuel Cell Hybrid Electric Vehicle Considering RUL Uncertainty
  IEEE Vehicle Power and Propulsion Conference (VPPC 2020) / Gijon, Spain (2020, Pages pages 6)
  Yue, Meiling | Jemei, Samir | Zerhouni, Noureddine
  
  doi | bibtex@inproceedings{5dfaeb19-bd7f-441c-9461-e69d37b15e70, title = {Prognostics-based Energy Management in Fuel Cell Hybrid Electric Vehicle Considering RUL Uncertainty}, author = {Yue, Meiling and Jemei, Samir and Zerhouni, Noureddine}, year = {2020}, address = {Gijon, Spain}, booktitle = {IEEE Vehicle Power and Propulsion Conference (VPPC 2020)}, editor = {5dfaeb19-bd7f-441c-9461-e69d37b15e70-editor.pdf}, month = {nov}, pages = {6}, doi = {10.1109/VPPC49601.2020.9330958} }
• article - Enhancing Decisions in Prognostics and Health Management Framework
  International Journal of Prognostics and Health Management (Volume 11, Issue (7), aug 2020, Pages :19)
  Bougacha, Omar | Varnier, Christophe | Zerhouni, Noureddine
  
  pdf
• article - Industrial data management strategy towards an SME-oriented PHM
  Journal of manufacturing systems (Volume 56, jul 2020, Pages :23 - 36)
  Omri, Nabil | Al Masry, Zeina | Mairot, N. | Giampiccolo, Sylvain | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Retargeting PHM tools: from industrial to medical field
  2020 European Conference of the Prognostics and Health Management Society (2020) / Visio, France (Volume 5, Issue 1, 2020, Pages pages 7)
  Belaala, Abir | Al Masry, Zeina | Terrissa, Labib | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{95cb827c-34f6-4ab7-b999-bf5707c44c86, title = {Retargeting PHM tools: from industrial to medical field}, author = {Belaala, Abir and Al Masry, Zeina and Terrissa, Labib and Zerhouni, Noureddine}, year = {2020}, address = {Visio, France}, booktitle = {2020 European Conference of the Prognostics and Health Management Society (2020)}, month = {jul}, number = {1}, pages = {7}, url = {https://publiweb.femto-st.fr/tntnet/entries/17060/documents/author/data}, volume = {5} }
• article - "Prediction of Oncotype DX recurrence score using deep multi-layer perceptrons in estrogen receptor positive, HER2 negative breast cancer"
  Breast Cancer (Volume 27, may 2020, Pages :1007 - 1016)
  Baltres, Aline | Al Masry, Zeina | Zemouri, Ryad | Valmary Degano, Séverine | Arnould, L. | Zerhouni, Noureddine | Monnin-Devalland, C.
  
  pdf | doi
• inproceedings - A Feature-Based Prognostics Strategy for PEM Fuel Cell Operated under Dynamic Conditions
  IEEE Prognostics and System Health Management Conference (PHM 2020) / Besançon, France (2020, Pages pages 122 - 127)
  Yue, Meiling | Li, Zhongliang | Roche, Robin | Jemei, Samir | Zerhouni, Noureddine
  
  doi | bibtex@inproceedings{6a0ec435-17b5-4db3-bda9-b828780c8a09, title = {A Feature-Based Prognostics Strategy for PEM Fuel Cell Operated under Dynamic Conditions}, author = {Yue, Meiling and Li, Zhongliang and Roche, Robin and Jemei, Samir and Zerhouni, Noureddine}, year = {2020}, address = {Besan\c{c}on, France}, booktitle = {IEEE Prognostics and System Health Management Conference (PHM 2020)}, editor = {6a0ec435-17b5-4db3-bda9-b828780c8a09-editor.pdf}, month = {may}, pages = {122 - 127}, doi = {10.1109/PHM-Besancon49106.2020.00026} }
• inproceedings - Skin cancer and deep learning for dermoscopic images classification: A pilot study.
  (Volume 38, 2020, Pages pages 1)
  Belaala, Abir | Bourezane, Yazid | Terrissa, Labib | Al Masry, Zeina | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{6f29fd65-b61c-4eed-be76-15a45badadd7, title = {Skin cancer and deep learning for dermoscopic images classification: A pilot study.}, author = {Belaala, Abir and Bourezane, Yazid and Terrissa, Labib and Al Masry, Zeina and Zerhouni, Noureddine}, year = {2020}, month = {may}, pages = {1}, url = {https://publiweb.femto-st.fr/tntnet/entries/16733/documents/author/data}, volume = {38}, doi = {10.1200/JCO.2020.38.15_suppl.e22018}, journal = {Journal of clinical Oncology} }
• inproceedings - On the Use of Prognostics and Health Management to Jointly Schedule Production and Maintenance on a Single Multi-purpose Machine
  IEEE Prognostics and System Health Management Conference (PHM 2020) / Besançon, France (2020, Pages pages 142 - 147)
  Bougacha, Omar | Varnier, Christophe | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{0368ce73-861f-4c90-942d-6f0bbdf1c4ab, title = {On the Use of Prognostics and Health Management to Jointly Schedule Production and Maintenance on a Single Multi-purpose Machine}, author = {Bougacha, Omar and Varnier, Christophe and Zerhouni, Noureddine}, year = {2020}, address = {Besan\c{c}on, France}, booktitle = {IEEE Prognostics and System Health Management Conference (PHM 2020)}, month = {may}, pages = {142 - 147}, url = {https://publiweb.femto-st.fr/tntnet/entries/16745/documents/author/data}, doi = {10.1109/PHM-Besancon49106.2020.00030} }
• article - A data-driven digital-twin prognostics method for proton exchange membrane fuel cell remaining useful life prediction
  International Journal of Hydrogen Energy (Volume 46, Issue (2), 2020, Pages :2555 - 2564)
  Meraghni, Safa | Terrissa, Labib | Yue, Meiling | Ma, Jian | Jemei, Samir | Zerhouni, Noureddine
  
  doi

2019 (14)

• article - Health-Conscious Energy Management for Fuel Cell Hybrid Electric Vehicles Based on Prognostics-Enabled Decision-Making
  IEEE Transactions on Vehicular Technology (Volume 68, Issue (12), dec 2019, Pages :11483 - 11491)
  Yue, Meiling | Jemei, Samir | Zerhouni, Noureddine
  
  doi
• inproceedings - Impact des annotations dans le développement d’algorithmes par réseau de neurones en anatomie pathologique : rôle de l’expertise
  2019 Carrefour Pathologie / Paris, France (2019)
  Monnin-Devalland, C. | Benaggoune, Khaled | Valmary Degano, Séverine | Al Masry, Zeina | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{15fe7098-4622-413a-bdf4-c2ea63d3f2c2, title = {Impact des annotations dans le d\'eveloppement d'algorithmes par r\'eseau de neurones en anatomie pathologique : r\^ole de l'expertise}, author = {Monnin-Devalland, C. and Benaggoune, Khaled and Valmary Degano, S\'everine and Al Masry, Zeina and Zerhouni, Noureddine}, year = {2019}, address = {Paris, France}, booktitle = {2019 Carrefour Pathologie}, month = {nov}, url = {https://publiweb.femto-st.fr/tntnet/entries/16731/documents/author/data} }
• inproceedings - Prédiction du score Oncotype DX à l'aide de réseaux de neurones profonds dans les cancers du sein luminal B
  2019 Carrefour Pathologie / Paris, France (2019)
  Baltres, Aline | Monnin-Devalland, C. | Valmary Degano, Séverine | Al Masry, Zeina | Zemouri, Ryad | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{7cfed3a0-f516-4d51-b0de-7046654f7c4e, title = {Pr\'ediction du score Oncotype DX \`a l'aide de r\'eseaux de neurones profonds dans les cancers du sein luminal B}, author = {Baltres, Aline and Monnin-Devalland, C. and Valmary Degano, S\'everine and Al Masry, Zeina and Zemouri, Ryad and Zerhouni, Noureddine}, year = {2019}, address = {Paris, France}, booktitle = {2019 Carrefour Pathologie}, month = {nov}, url = {https://publiweb.femto-st.fr/tntnet/entries/16732/documents/author/data} }
• article - A survey of breast cancer screening techniques: thermography and electrical impedance tomography
  Journal of medical engineering & technology (Volume 43, Issue (5), sep 2019, Pages :305 - 322)
  Zuluaga-Gomeza, J. | Zerhouni, Noureddine | Al Masry, Zeina | Monnin-Devalland, C. | Varnier, Christophe
  
  pdf | doi
• inproceedings - Firemen prediction by using neural networks: a real case study
  Intelligent Systems Conference (IntelliSys 2019) / London, United Kingdom (Volume 1037, Series Advances in Intelligent Systems and Computing (AISC), 2019, Pages pages 541 - 552)
  Guyeux, Christophe | Nicod, Jean-Marc | Varnier, Christophe | Al Masry, Zeina | Zerhouni, Noureddine | Omri, Nabil | Royer, Guillaume
  
  pdf | doi | bibtex@inproceedings{892f8020-adb4-4d8c-99f6-e369a3f0b9bd, title = {Firemen prediction by using neural networks: a real case study}, author = {Guyeux, Christophe and Nicod, Jean-Marc and Varnier, Christophe and Al Masry, Zeina and Zerhouni, Noureddine and Omri, Nabil and Royer, Guillaume}, year = {2019}, address = {London, United Kingdom}, booktitle = {Intelligent Systems Conference (IntelliSys 2019)}, month = {sep}, pages = {541 - 552}, url = {https://publiweb.femto-st.fr/tntnet/entries/15539/documents/author/data}, volume = {1037}, doi = {10.1007/978-3-030-29516-5_42}, series = {Advances in Intelligent Systems and Computing (AISC)} }
• inproceedings - Ageing Integration in PEMFC Range Extender Model for On-Board Prognostic Applications
  Vehicle Power and Propulsion Conference (VPPC 2018) / Chicago, IL, United States (2019, Pages pages 4)
  Petrone, Raffaele | Yousfi Steiner, Nadia | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine | Jemei, Samir | Hemmer, Stefan | Bouwman, Ruud
  
  pdf | doi | bibtex@inproceedings{e077fc78-6827-4d73-856f-1931f68d017e, title = {Ageing Integration in PEMFC Range Extender Model for On-Board Prognostic Applications}, author = {Petrone, Raffaele and Yousfi Steiner, Nadia and Hissel, Daniel and P\'era, Marie-C\'ecile and Zerhouni, Noureddine and Jemei, Samir and Hemmer, Stefan and Bouwman, Ruud}, year = {2019}, address = {Chicago, IL, United States}, booktitle = {Vehicle Power and Propulsion Conference (VPPC 2018)}, month = {aug}, pages = {4}, url = {https://publiweb.femto-st.fr/tntnet/entries/15465/documents/author/data}, doi = {10.1109/VPPC.2018.8605013} }
• inproceedings - Developing a Health-Conscious Energy Management Strategy Based on Prognostics for a Battery/Fuel Cell Hybrid Electric Vehicle
  Vehicle Power and Propulsion Conference (VPPC 2018) / Chicago, IL, United States (2019, Pages pages 6)
  Yue, Meiling | Jemei, Samir | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{3c2a5354-ffbb-4bc6-a07e-09cbc27bf82d, title = {Developing a Health-Conscious Energy Management Strategy Based on Prognostics for a Battery/Fuel Cell Hybrid Electric Vehicle}, author = {Yue, Meiling and Jemei, Samir and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2019}, address = {Chicago, IL, United States}, booktitle = {Vehicle Power and Propulsion Conference (VPPC 2018)}, month = {aug}, pages = {6}, url = {https://publiweb.femto-st.fr/tntnet/entries/15469/documents/author/data}, doi = {10.1109/VPPC.2018.8604987} }
• inproceedings - Energy management strategy based on prognostics-enabled decision-making for fuel cell hybrid electric vehicles
  5ème GdR Hydrogène, Systèmes et Piles à Combustible 3652 (GdR HySPàC 2019) / Le Croisic, France (2019)
  Yue, Meiling | Jemei, Samir | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{c8654e38-ab6a-4dcc-a895-a4e93d7b791a, title = {Energy management strategy based on prognostics-enabled decision-making for fuel cell hybrid electric vehicles}, author = {Yue, Meiling and Jemei, Samir and Zerhouni, Noureddine}, year = {2019}, address = {Le Croisic, France}, booktitle = {5\`eme GdR Hydrog\`ene, Syst\`emes et Piles \`a Combustible 3652 (GdR HySP\`aC 2019)}, month = {jun}, url = {https://publiweb.femto-st.fr/tntnet/entries/16391/documents/author/data} }
• inproceedings - A Predictive Decision Approach for Firefighters Using Variable Selection Technique
  IEEE Prognostics and System Health Management Conference (PHM 2019) / Paris, France (2019, Pages pages 258 - 263)
  Hadad, Dani | Al Masry, Zeina | Nicod, Jean-Marc | Varnier, Christophe | Zerhouni, Noureddine
  
  doi | bibtex@inproceedings{5e530a58-7cec-46a3-b0ac-3f45d1eb40a6, title = {A Predictive Decision Approach for Firefighters Using Variable Selection Technique}, author = {Hadad, Dani and Al Masry, Zeina and Nicod, Jean-Marc and Varnier, Christophe and Zerhouni, Noureddine}, year = {2019}, address = {Paris, France}, booktitle = {IEEE Prognostics and System Health Management Conference (PHM 2019)}, editor = {5e530a58-7cec-46a3-b0ac-3f45d1eb40a6-editor.pdf}, month = {may}, pages = {258 - 263}, doi = {10.1109/PHM-Paris.2019.00051} }
• inproceedings - Data Management Requirements for PHM Implementation in SMEs
  IEEE Prognostics and System Health Management Conference (PHM 2019) / Paris, France (2019, Pages pages 232 - 238)
  Omri, Nabil | Al Masry, Zeina | Giampiccolo, Sylvain | Mairot, N. | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{86184da6-9635-4322-a2ef-01e2dc49e09e, title = {Data Management Requirements for PHM Implementation in SMEs}, author = {Omri, Nabil and Al Masry, Zeina and Giampiccolo, Sylvain and Mairot, N. and Zerhouni, Noureddine}, year = {2019}, address = {Paris, France}, booktitle = {IEEE Prognostics and System Health Management Conference (PHM 2019)}, month = {may}, pages = {232 - 238}, url = {https://publiweb.femto-st.fr/tntnet/entries/15925/documents/author/data}, doi = {10.1109/PHM-Paris.2019.00046} }
• article - Review on health-conscious energy management strategies for fuel cell hybrid electric vehicles: Degradation models and strategies
  International Journal of Hydrogen Energy (Volume 44, Issue (13), mar 2019, Pages :6844 - 6861)
  Yue, Meiling | Jemei, Samir | Gouriveau, Rafael | Zerhouni, Noureddine
  
  doi
• inproceedings - Integrated Production and Predictive Maintenance Planning based on Prognostic Information
  2019 International Conference on Advanced Systems and Electric Technologies (ASET 2019) / Hammameth, Tunisia (Issue 104, 2019, Pages pages 6)
  Bougacha, Omar | Varnier, Christophe | Zerhouni, Noureddine | Hajri-Gabouj, Sonia
  
  pdf | doi | bibtex@inproceedings{80100b76-6812-4ada-9378-f0397cdd8900, title = {Integrated Production and Predictive Maintenance Planning based on Prognostic Information}, author = {Bougacha, Omar and Varnier, Christophe and Zerhouni, Noureddine and Hajri-Gabouj, Sonia}, year = {2019}, address = {Hammameth, Tunisia}, booktitle = {2019 International Conference on Advanced Systems and Electric Technologies (ASET 2019)}, month = {mar}, number = {104}, pages = {6}, url = {https://publiweb.femto-st.fr/tntnet/entries/17066/documents/author/data}, doi = {10.1109/ASET.2019.8871007} }
• inproceedings - Developing a Health-Conscious Energy Management Strategy based on Prognostics for a Fuel cell Hybrid Electric Vehicle
  8th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2019) / Nantes, France (2019, Pages pages 6)
  Yue, Meiling | Jemei, Samir | Zerhouni, Noureddine
  
  bibtex@inproceedings{79925a1f-daa0-4bad-9731-a63a42ea0b61, title = {Developing a Health-Conscious Energy Management Strategy based on Prognostics for a Fuel cell Hybrid Electric Vehicle}, author = {Yue, Meiling and Jemei, Samir and Zerhouni, Noureddine}, year = {2019}, address = {Nantes, France}, booktitle = {8th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2019)}, month = {feb}, pages = {6} }
• article - Reliable diagnostics using wireless sensor networks
  Computers in industry (Volume 104, jan 2019, Pages :103 - 115)
  Bahi, Jacques | Elghazel, Wiem | Guyeux, Christophe | Hakem, Mourad | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi

2018 (18)

• inproceedings - A post-prognostic decision approach for production and maintenance planning
  48th Conference on computers & industrial Engineering ( 2018) / Auckland, New Zealand (2018, Pages pages 1832 - 1846)
  Bougacha, Omar | Varnier, Christophe | Zerhouni, Noureddine | Hajri-Gabouj, Sonia
  
  pdf | bibtex@inproceedings{498ad5d8-2c19-4b0f-93d7-f47f12132dcd, title = {A post-prognostic decision approach for production and maintenance planning}, author = {Bougacha, Omar and Varnier, Christophe and Zerhouni, Noureddine and Hajri-Gabouj, Sonia}, year = {2018}, address = {Auckland, New Zealand}, booktitle = {48th Conference on computers \& industrial Engineering ( 2018)}, month = {dec}, pages = {1832 - 1846}, url = {https://publiweb.femto-st.fr/tntnet/entries/15204/documents/author/data} }
• article - Tool wear monitoring and prognostics challenges a comparison of connectionist methods toward an adaptive ensemble model
  Journal of Intelligent Manufacturing (Volume 29, Issue (8), nov 2018, Pages :1873 - 1890)
  Javed, Kamran | Gouriveau, Rafael | Li, Xiang | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Remaining useful life prediction for ball bearings based on health indicators
  5th International Francophone Congress of Advanced Mechanics ( 2018) / Beirut, Lebanon (2018)
  Al Masry, Zeina | Schaible, Patrick | Zerhouni, Noureddine | Varnier, Christophe
  
  pdf | bibtex@inproceedings{96b6c49d-be7b-4904-9186-830671ad41d2, title = {Remaining useful life prediction for ball bearings based on health indicators}, author = {Al Masry, Zeina and Patrick Schaible and Zerhouni, Noureddine and Varnier, Christophe}, year = {2018}, address = {Beirut, Lebanon}, booktitle = {5th International Francophone Congress of Advanced Mechanics ( 2018)}, month = {oct}, url = {https://publiweb.femto-st.fr/tntnet/entries/15205/documents/author/data} }
• inproceedings - Deep Learning for Fault Diagnosis based on short-time Fourier transform
  7Th International Conference on Smart Communications in Network Technologies (SaCoNeT 2018) / El oued, Algeria (2018, Pages pages 288 - 293)
  Benkedjouh, T. | Zerhouni, Noureddine | Rechak, S.
  
  pdf | doi | bibtex@inproceedings{ad16f4a4-ff8b-422e-87ba-583229b2250b, title = {Deep Learning for Fault Diagnosis based on short-time Fourier transform}, author = {Benkedjouh, T. and Zerhouni, Noureddine and Rechak, S.}, year = {2018}, address = {El oued, Algeria}, booktitle = {7Th International Conference on Smart Communications in Network Technologies (SaCoNeT 2018)}, month = {sep}, pages = {288 - 293}, url = {https://publiweb.femto-st.fr/tntnet/entries/15468/documents/author/data}, doi = {10.1109/SaCoNeT.2018.8585444} }
• inproceedings - A New Adaptive Prognostics Approach Based on Hybrid Feature Selection with Application to Point Machine Monitoring
  Annual Conference of the Prognostics and Health Management Society (PHM Conference 2018) / Philadelphia, United States (Volume 10, Issue 1, 2018, Pages pages 1 - 9)
  Vepa Atamuradov | Medjaher, Kamal | Dersin, Pierre | Zerhouni, Noureddine | Camci, Fatih
  
  pdf | bibtex@inproceedings{2dc41819-6141-4b4f-8407-9abe432d2be3, title = {A New Adaptive Prognostics Approach Based on Hybrid Feature Selection with Application to Point Machine Monitoring}, author = {Vepa Atamuradov and Medjaher, Kamal and Pierre Dersin and Zerhouni, Noureddine and Camci, Fatih}, year = {2018}, address = {Philadelphia, United States}, booktitle = {Annual Conference of the Prognostics and Health Management Society (PHM Conference 2018)}, month = {sep}, number = {1}, pages = {1 - 9}, url = {https://publiweb.femto-st.fr/tntnet/entries/15463/documents/author/data}, volume = {10} }
• article - A hybrid remaining useful life prognostic method for proton exchange membrane fuel cell
  International Journal of Hydrogen Energy (Volume 43, Issue (27), sep 2018, Pages :12314 - 12327)
  Cheng, Yujie | Zerhouni, Noureddine | Chen Lu
  
  pdf | doi
• article - Railway Point Machine Prognostics Based on Feature Fusion and Health State Assessment
  IEEE Transactions on Instrumentation and Measurement (Volume 68, Issue (8), sep 2018, Pages :2691 - 2704)
  Vepa Atamuradov | Medjaher, Kamal | Camci, Fatih | Dersin, Pierre | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Developing a Health-Conscious Energy Management Strategy based on Prognostics for a Battery/Fuel cell Hybrid Electric Vehicle
  15th IEEE Vehicle Power and Propulsion Conference (VPPC 2018) / Chicago, IL, United States (2018, Pages pages 6)
  Yue, Meiling | Jemei, Samir | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{8de1d510-3f1c-41ad-ab6b-b380ccba052e, title = {Developing a Health-Conscious Energy Management Strategy based on Prognostics for a Battery/Fuel cell Hybrid Electric Vehicle}, author = {Yue, Meiling and Jemei, Samir and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2018}, address = {Chicago, IL, United States}, booktitle = {15th IEEE Vehicle Power and Propulsion Conference (VPPC 2018)}, month = {aug}, pages = {6}, url = {https://publiweb.femto-st.fr/tntnet/entries/14996/documents/author/data}, doi = {10.1109/VPPC.2018.8604987} }
• inproceedings - Operating approach for fleet of systems subjected to predictive maintenance
  Euro-Mediterranean Conference on Mathematical Reliability / Djerba, Tunisia (2018, Pages pages 1 - 8)
  Al Masry, Zeina | Omri, Nabil | Varnier, Christophe | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{e13b6e8d-5034-4a52-80b4-e00343bb0674, title = {Operating approach for fleet of systems subjected to predictive maintenance}, author = {Al Masry, Zeina and Omri, Nabil and Varnier, Christophe and Morello, Brigitte and Zerhouni, Noureddine}, year = {2018}, address = {Djerba, Tunisia}, booktitle = { Euro-Mediterranean Conference on Mathematical Reliability}, month = {jul}, pages = {1 - 8}, url = {https://publiweb.femto-st.fr/tntnet/entries/15006/documents/author/data}, organization = {The Euro-Mediterranean Conferences on Mathematical Reliability} }
• inproceedings - A Predictive Maintenance Approach for Complex Equipment Based on Petri Net Failure Mechanism Propagation Model
  EUROPEAN CONFERENCE OF THE PROGNOSTICS AND HEALTH MANAGEMENT SOCIETY ( 2018) / Montréal, Canada (Volume 4, Issue 1, 2018, Pages pages 1 - 16)
  Blancke, Olivier | Combette, Amélie | Amyot, Normand | Dragan Komljenovic | Lévesque, Mélanie | Hudon, Claude | Tahan, Antoine | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{e48629be-46b9-4c34-a8be-c4bfb3d7df8d, title = {A Predictive Maintenance Approach for Complex Equipment Based on Petri Net Failure Mechanism Propagation Model}, author = {Olivier Blancke and Am\'elie Combette and Normand Amyot and Dragan Komljenovic and M\'elanie L\'evesque and Claude Hudon and antoine Tahan and Zerhouni, Noureddine}, year = {2018}, address = {Montr\'eal, Canada}, booktitle = {EUROPEAN CONFERENCE OF THE PROGNOSTICS AND HEALTH MANAGEMENT SOCIETY ( 2018)}, month = {jul}, number = {1}, pages = {1 - 16}, url = {https://publiweb.femto-st.fr/tntnet/entries/15464/documents/author/data}, volume = {4} }
• inproceedings - Breast Cancer Diagnosis based on Joint Variable Selection and Constructive Deep Neural Net
  4th Middle East Conference on Biomedical Engineering (MECBME 2018) / Tunis, Tunisia (2018, Pages pages 159 - 164)
  Zemouri, Ryad | Omri, Nabil | Monnin-Devalland, C. | Arnould, L. | Morello, Brigitte | Zerhouni, Noureddine | Fnaiech, Farhat
  
  pdf | doi | bibtex@inproceedings{bfaefae6-67d2-4ad4-aa4c-2f107e8abedf, title = {Breast Cancer Diagnosis based on Joint Variable Selection and Constructive Deep Neural Net}, author = {Zemouri, Ryad and Omri, Nabil and Monnin-Devalland, C. and L.Arnould and Morello, Brigitte and Zerhouni, Noureddine and Fnaiech, Farhat}, year = {2018}, address = {Tunis, Tunisia}, booktitle = {4th Middle East Conference on Biomedical Engineering (MECBME 2018)}, month = {jul}, pages = {159 - 164}, url = {https://publiweb.femto-st.fr/tntnet/entries/15467/documents/author/data}, doi = {10.1109/MECBME.2018.8402426} }
• article - An efficient cloud prognostic approach for aircraft engines fleet trending
  International Journal of Computers and Applications, ISMM (Volume 1, jun 2018, Pages :1 - 16)
  Bouzidi, Zahra | Terrissa, Labib | Zerhouni, Noureddine | Ayad, Soheyb
  
  pdf | doi
• proceedings - Predictive maintenance optimization approaches of a fleet of complex transport systems
  Euro mini-conférence on logistics Analytics (jun 2018)
  Al Masry, Zeina | Omri, Nabil | Varnier, Christophe | Morello, Brigitte | Zerhouni, Noureddine
  
  bibtex@proceedings{47912b92-ab03-4c16-9d91-bffeb6e94da5, title = {Predictive maintenance optimization approaches of a fleet of complex transport systems }, author = {Al Masry, Zeina and Omri, Nabil and Varnier, Christophe and Morello, Brigitte and Zerhouni, Noureddine}, year = {2018}, month = {jun}, organization = {Euro mini-conf\'erence on logistics Analytics} }
• inproceedings - Developing a Prognostics-based Energy Management Strategy for Battery/Fuell cell Hybrid Electric Vehicles
  GdR Hydrogène, Systèmes et Piles à Combustible (2018) / Grenoble, France (2018)
  Yue, Meiling | Jemei, Samir | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{0b764727-b544-4f9d-8fe4-3837e3ebdb3e, title = {Developing a Prognostics-based Energy Management Strategy for Battery/Fuell cell Hybrid Electric Vehicles}, author = {Yue, Meiling and Jemei, Samir and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2018}, address = {Grenoble, France}, booktitle = {GdR Hydrog\`ene, Syst\`emes et Piles \`a Combustible (2018)}, month = {may}, url = {https://publiweb.femto-st.fr/tntnet/entries/14739/documents/author/data} }
• article - Tool wear condition monitoring based on continuous wavelet transform and blind source sep
  International Journal of Advanced Manufacturing Technology (Volume 97, Issue (7), apr 2018, Pages :1 - 3)
  Benkedjouh, T. | Zerhouni, Noureddine | Rechak, S.
  
  pdf | doi
• inproceedings - A data-driven method for estimating the remaining useful life of a Composite Drill Pipe
  International Conference on Advanced Systems and Electric Technologies (ASET 2018) / Hammamet, Tunisia (2018, Pages pages 192 - 195)
  Lahmadi, Ahmed | Terrissa, Labib | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{8f6b7221-e305-4ef7-ba10-3a1689ba6996, title = {A data-driven method for estimating the remaining useful life of a Composite Drill Pipe}, author = {Lahmadi, Ahmed and Terrissa, Labib and Zerhouni, Noureddine}, year = {2018}, address = {Hammamet, Tunisia}, booktitle = {International Conference on Advanced Systems and Electric Technologies (ASET 2018)}, month = {mar}, pages = {192 - 195}, url = {https://publiweb.femto-st.fr/tntnet/entries/15462/documents/author/data}, doi = {10.1109/ASET.2018.8379857} }
• inproceedings - An IoT Approach for a Smart Maintenance
  International Conference on Advanced Systems and Electric Technologies (ASET 2018) / Hammamet, Tunisia (2018, Pages pages 210 - 214)
  Ayad, Soheyb | Terrissa, Labib | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{1c337eef-6e49-46d6-8091-0c7d4638685b, title = {An IoT Approach for a Smart Maintenance}, author = {Ayad, Soheyb and Terrissa, Labib and Zerhouni, Noureddine}, year = {2018}, address = {Hammamet, Tunisia}, booktitle = {International Conference on Advanced Systems and Electric Technologies (ASET 2018)}, month = {mar}, pages = {210 - 214}, url = {https://publiweb.femto-st.fr/tntnet/entries/15466/documents/author/data}, doi = {10.1109/ASET.2018.8379861} }
• inproceedings - Post-prognostics decision in Cyber-Physical Systems
  International Conference on Advanced Systems and Electric Technologies (ASET 2018) / Hammamet, Tunisia (2018, Pages pages 201 - 205)
  Meraghni, Safa | Terrissa, Labib | Ayad, Soheyb | Zerhouni, Noureddine | Varnier, Christophe
  
  pdf | doi | bibtex@inproceedings{a3c25ee4-cbe6-41b5-b3ab-e5ce0511459e, title = {Post-prognostics decision in Cyber-Physical Systems}, author = {Meraghni, Safa and Terrissa, Labib and Ayad, Soheyb and Zerhouni, Noureddine and Varnier, Christophe}, year = {2018}, address = {Hammamet, Tunisia}, booktitle = {International Conference on Advanced Systems and Electric Technologies (ASET 2018)}, month = {mar}, pages = {201 - 205}, url = {https://publiweb.femto-st.fr/tntnet/entries/15470/documents/author/data}, doi = {10.1109/ASET.2018.8379859} }

2017 (14)

• inproceedings - Towards the Energy Management of a Fuel cell/Battery Vehicle Considering Degradation
  14th IEEE Vehicle Power and Propulsion Conference (VPPC 2017) / Belfort, France (2017, Pages pages 6)
  Yue, Meiling | Jemei, Samir | Zerhouni, Noureddine | Gouriveau, Rafael
  
  doi | bibtex@inproceedings{2a84fc5f-6ac5-4dc2-b524-a76bd2499582, title = {Towards the Energy Management of a Fuel cell/Battery Vehicle Considering Degradation}, author = {Yue, Meiling and Jemei, Samir and Zerhouni, Noureddine and Gouriveau, Rafael}, year = {2017}, address = {Belfort, France}, booktitle = {14th IEEE Vehicle Power and Propulsion Conference (VPPC 2017)}, month = {dec}, pages = {6}, doi = {10.1109/VPPC.2017.8330983}, organization = {IEEE} }
• article - Exact and heuristic algorithms for post prognostic decision in a single multifunctional machine
  International Journal of Prognostics and Health Management (Volume 8, Issue (2), dec 2017, Pages :1 - 15)
  Ladj, Asma | Varnier, Christophe | Benbouzid-Sitayeb, Fatima | Zerhouni, Noureddine
  
  pdf
• inproceedings - A Prognostic Framework for PEMFC Based on Least Squares Support Vector Regression-Particle Filter
  14th IEEE Vehicle Power and Propulsion Conference (VPPC 2017) / Belfort, France (2017, Pages pages 6)
  Cheng, Yujie | Zerhouni, Noureddine | Lu, Chen
  
  doi | bibtex@inproceedings{71311af6-329e-43ff-a952-36e8df41e308, title = {A Prognostic Framework for PEMFC Based on Least Squares Support Vector Regression-Particle Filter}, author = {Cheng, Yujie and Zerhouni, Noureddine and Lu, Chen}, year = {2017}, address = {Belfort, France}, booktitle = {14th IEEE Vehicle Power and Propulsion Conference (VPPC 2017)}, month = {dec}, pages = {6}, doi = {10.1109/VPPC.2017.8331036}, organization = {IEEE} }
• article - A Support Vector Machine Approach for Overhead Contact Line System Diagnostics
  IEEE Transactions on intelligent Transportation systems (sep 2017)
  Brahimi, Mehdi | Medjaher, Kamal | Zerhouni, Noureddine | Leouatni Mohammed
  
• article - Prognostics and Health Management for an Overhead Contact Line System - A Review
  International Journal of Prognostics and Health Management (Volume 8, sep 2017, Pages :1 - 16)
  Brahimi, Mehdi | Medjaher, Kamal | Leouatni Mohammed | Zerhouni, Noureddine
  
  pdf
• inproceedings - Predictive maintenance of moving systems
  2017 International Conference on Prognostics and Health Management (PHM 2017) / Harbin, China (2017, Pages pages 20 - 25)
  Herr, Nathalie | Nicod, Jean-Marc | Varnier, Christophe | Zerhouni, Noureddine | Dersin, Pierre
  
  pdf | bibtex@inproceedings{5e3ec478-2ef2-4cc1-be5b-a1acd2ad9f02, title = {Predictive maintenance of moving systems}, author = {Herr, Nathalie and Nicod, Jean-Marc and Varnier, Christophe and Zerhouni, Noureddine and Dersin, Pierre}, year = {2017}, address = {Harbin, China}, booktitle = {2017 International Conference on Prognostics and Health Management (PHM 2017)}, month = {jul}, pages = {20 - 25}, url = {https://publiweb.femto-st.fr/tntnet/entries/14054/documents/author/data}, organization = {Prognostics and system health management conference (PHM)} }
• inproceedings - Joint optimization of train assignment and predictive maintenance scheduling
  7th International Conference on Railway Operations Modelling and Analysis (RailLille 2017) / Lille, France (2017, Pages pages 699 - 708)
  Herr, Nathalie | Nicod, Jean-Marc | Varnier, Christophe | Zerhouni, Noureddine | Cherif, Malek | Fnaiech, Farhat
  
  pdf | bibtex@inproceedings{66583d9b-2a9a-4794-98a1-de4436ef9a47, title = {Joint optimization of train assignment and predictive maintenance scheduling}, author = {Herr, Nathalie and Nicod, Jean-Marc and Varnier, Christophe and Zerhouni, Noureddine and Malek Cherif and Fnaiech, Farhat}, year = {2017}, address = {Lille, France}, booktitle = {7th International Conference on Railway Operations Modelling and Analysis (RailLille 2017)}, month = {apr}, pages = {699 - 708}, url = {https://publiweb.femto-st.fr/tntnet/entries/13842/documents/author/data}, organization = {7th International Conference on railway operations modelling and Analysis (RailLille 2017)} }
• inproceedings - Experimental Monitoring Data for Prognostics and Health Management of MEMS
  4th IEEE International Conference on Control, Decision and Information Technologies (CoDIT 2017) / Barcelona, Spain (2017, Pages pages 55 - 60)
  Skima, Haithem | Medjaher, Kamal | Varnier, Christophe | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{cdfd985b-07a6-48c3-ac98-6280df23942e, title = {Experimental Monitoring Data for Prognostics and Health Management of MEMS}, author = {Skima, Haithem and Medjaher, Kamal and Varnier, Christophe and Zerhouni, Noureddine}, year = {2017}, address = {Barcelona, Spain}, booktitle = {4th IEEE International Conference on Control, Decision and Information Technologies (CoDIT 2017)}, month = {apr}, pages = {55 - 60}, url = {https://publiweb.femto-st.fr/tntnet/entries/13870/documents/author/data}, organization = {CoDiT'17} }
• article - Direct Remaining Useful Life Estimation Based on Support Vector Regression
  IEEE Transactions on Industrial Electronics (Volume 64, Issue (3), mar 2017, Pages :2276 - 2285)
  Khelif, Racha | Morello, Brigitte | Malinowski, Simon | Laajili, Emna | Fnaiech, Farhat | Zerhouni, Noureddine
  
  doi
• inproceedings - Experimental investigation of performance degradation on an open cathode Proton Exchange Membrane Fuel Cell stored at sub-zero temperatures
  7th International Conference on Fundamentals & Development of Fuel Cells / Stutgart, Germany (2017)
  Fang, Yi | Jemei, Samir | Grondin-Perez, Brigitte | Hissel, Daniel | Benne, Michel | Chabriat, Jean-Pierre | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{d8d9bc65-ea1e-42a6-bb2a-47fec05cf061, title = {Experimental investigation of performance degradation on an open cathode Proton Exchange Membrane Fuel Cell stored at sub-zero temperatures}, author = {Fang, Yi and Jemei, Samir and Grondin-Perez, Brigitte and Hissel, Daniel and Benne, Michel and Chabriat, Jean-Pierre and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2017}, address = {Stutgart, Germany}, booktitle = {7th International Conference on Fundamentals \& Development of Fuel Cells}, month = {feb}, url = {https://publiweb.femto-st.fr/tntnet/entries/14314/documents/author/data} }
• article - ANOVA method applied to proton exchange membrane fuel cell ageing forecasting using an echo state network
  Mathematics and Computers in Simulation (Volume 131, jan 2017, Pages :283 - 294)
  Morando, Simon | Jemei, Samir | Hissel, Daniel | Gouriveau, Rafael | Zerhouni, Noureddine
  
  doi
• article - Long-term tests duration reduction for PEMFC μ-CHP application
  International Journal of Hydrogen Energy (Volume 42, Issue (2), jan 2017, Pages :1527 - 1533)
  Pahon, Elodie | Morando, Simon | Petrone, Raffaele | Péra, Marie-Cécile | Hissel, Daniel | Yousfi Steiner, Nadia | Jemei, Samir | Gouriveau, Rafael | Chamagne, Didier | Moçoteguy, Philippe | Zerhouni, Noureddine
  
  doi
• article - State of the art and taxonomy of prognostics approaches, trends of prognostics applications and open issues towards maturity at different technology readiness levels
  Mechanical Systems and Signal Processing (MSSP) (Volume 94, jan 2017, Pages :2014 - 236)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | doi
• article - Proton exchange membrane fuel cell ageing forecasting algorithm based on Echo State Network
  International Journal of Hydrogen Energy (Volume 42, Issue (2), jan 2017, Pages :1472 - 1480)
  Morando, Simon | Jemei, Samir | Hissel, Daniel | Gouriveau, Rafael | Zerhouni, Noureddine
  
  doi

2016 (24)

• article - Apport diagnostique des réseaux de neurones artificiels dans les tumeurs de Spitz de l’enfant et de l’adulte
  Annales de Dermatologie et de Vénéréologie (Volume 143, Issue (12), dec 2016, Pages :S240)
  Henriet, Julien | Monnin-Devalland, C. | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Experimental investigation of performance degradation on an open cathode Proton Exchange Membrane Fuel Cell stored at sub-zero temperatures
  Conference Internationale Discussion on Hydrogen Energy and Applications (IDHEA 2016) / Nantes, France (2016)
  Fang, Yi | Hissel, Daniel | Jemei, Samir | Grondin-Perez, Brigitte | Chabriat, Jean-Pierre | Gouriveau, Rafael | Benne, Michel | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{c5e37c3f-753c-4ec4-9121-6336ceee5e93, title = {Experimental investigation of performance degradation on an open cathode Proton Exchange Membrane Fuel Cell stored at sub-zero temperatures}, author = {Fang, Yi and Hissel, Daniel and Jemei, Samir and Grondin-Perez, Brigitte and Chabriat, Jean-Pierre and Gouriveau, Rafael and Benne, Michel and Zerhouni, Noureddine}, year = {2016}, address = {Nantes, France}, booktitle = {Conference Internationale Discussion on Hydrogen Energy and Applications (IDHEA 2016)}, month = {nov}, url = {https://publiweb.femto-st.fr/tntnet/entries/13863/documents/author/data} }
• article - Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction.
  Journal of Intelligent Manufacturing (Volume 27, Issue (5), oct 2016, Pages :1037 - 1048)
  Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Development of a Prognostics and Health Management system for the railway infrastructure – Review and methodology
  IEEE Prognostics and System Health Management Conference (PHM 2016) / Chengdu, China (2016, Pages pages 8)
  Brahimi, Mehdi | Medjaher, Kamal | Leouatni Mohammed | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{710e4f9f-dac5-4417-821a-f977d3ba263e, title = {Development of a Prognostics and Health Management system for the railway infrastructure -- Review and methodology}, author = {Brahimi, Mehdi and Medjaher, Kamal and Leouatni Mohammed and Zerhouni, Noureddine}, year = {2016}, address = {Chengdu, China}, booktitle = {IEEE Prognostics and System Health Management Conference (PHM 2016)}, editor = {710e4f9f-dac5-4417-821a-f977d3ba263e-editor.pdf}, month = {oct}, pages = {8}, url = {https://publiweb.femto-st.fr/tntnet/entries/14239/documents/author/data}, doi = {10.1109/PHM.2016.7819783}, organization = {Prognostics and system health management conference (PHM)} }
• inproceedings - Combined predictions for prognostics and predictive control of transportation PEMFC
  3rd IFAC Workshop on Advanced Maintenance Engineering, Services and Technology (AMEST 2016) / Biarritz, France (Volume 49, Issue 28, 2016, Pages pages 244 - 249)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{0f4e9634-e50b-4ec1-9df0-f7faf9bfc96f, title = {Combined predictions for prognostics and predictive control of transportation PEMFC}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and P\'era, Marie-C\'ecile and Zerhouni, Noureddine}, year = {2016}, address = {Biarritz, France}, booktitle = {3rd IFAC Workshop on Advanced Maintenance Engineering, Services and Technology (AMEST 2016)}, month = {oct}, number = {28}, pages = {244 - 249}, url = {https://publiweb.femto-st.fr/tntnet/entries/13625/documents/author/data}, volume = {49}, doi = {10.1016/j.ifacol.2016.11.042}, organization = {International Federation of Automatic Control (IFAC)}, journal = {IFAC-PapersOnLine} }
• inproceedings - Remaining useful life estimation for PEMFC in dynamic operating conditions
  13th Vehicle Power and Propulsion Conference (VPPC 2016) - IEEE / Hangzhou, China (2016, Pages pages 6)
  Li, Zhongliang | Gouriveau, Rafael | Hissel, Daniel | Zerhouni, Noureddine
  
  doi | bibtex@inproceedings{f0bf5713-aef1-402a-8b59-034c4f26e441, title = {Remaining useful life estimation for PEMFC in dynamic operating conditions}, author = {Li, Zhongliang and Gouriveau, Rafael and Hissel, Daniel and Zerhouni, Noureddine}, year = {2016}, address = {Hangzhou, China}, booktitle = {13th Vehicle Power and Propulsion Conference (VPPC 2016) - IEEE}, month = {oct}, pages = {6}, doi = {10.1109/VPPC.2016.7791762} }
• inproceedings - Fault Prognostics of Micro-Electro-Mechanical Systems Using Particle Filtering
  3rd IFAC Workshop on Advanced Maintenance Engineering, Services and Technology (AMEST 2016) / Biarritz, France (Publisher : IFAC, Volume 49, Issue 28, 2016, Pages pages 226 - 231)
  Skima, Haithem | Medjaher, Kamal | Varnier, Christophe | Dedu, Eugen | Bourgeois, Julien | Zerhouni, Noureddine
  
  doi | bibtex@inproceedings{0caf3c5a-aed6-4c32-9fbc-77710392c48a, title = {Fault Prognostics of Micro-Electro-Mechanical Systems Using Particle Filtering}, author = {Skima, Haithem and Medjaher, Kamal and Varnier, Christophe and Dedu, Eugen and Bourgeois, Julien and Zerhouni, Noureddine}, year = {2016}, address = {Biarritz, France}, booktitle = {3rd IFAC Workshop on Advanced Maintenance Engineering, Services and Technology (AMEST 2016)}, month = {oct}, number = {28}, pages = {226 - 231}, volume = {49}, doi = {10.1016/j.ifacol.2016.11.039}, journal = {IFAC-PapersOnLine}, publisher = {IFAC} }
• book - From Prognostics and Health Systems Management to Predictive Maintenance 1: Monitoring and Prognostics
  (Volume volume 4, Edition : Wiley-ISTE, oct 2016, Pages 163)
  Gouriveau, Rafael | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi | bibtex@book{7975dbf2-89e9-4c3f-93f2-2bdaf33ddf44, title = {From Prognostics and Health Systems Management to Predictive Maintenance 1: Monitoring and Prognostics}, author = {Gouriveau, Rafael and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2016}, edition = {Wiley-ISTE}, month = {oct}, pages = {163}, url = {https://publiweb.femto-st.fr/tntnet/entries/13336/documents/author/data}, volume = {4}, doi = {10.1002/9781119371052.oth2} }
• inproceedings - Critical components selection for a Prognostics and Health Management system design: an application to an overhead contact
  Annual Conference of the Prognostics and Health Management Society (PHM Conference 2016) / Denver, United States (2016, Pages pages 8)
  Brahimi, Mehdi | Medjaher, Kamal | Leouatni Mohammed | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{2bf33c4d-e1c1-4937-9640-fd5519148edf, title = {Critical components selection for a Prognostics and Health Management system design: an application to an overhead contact}, author = {Brahimi, Mehdi and Medjaher, Kamal and Leouatni Mohammed and Zerhouni, Noureddine}, year = {2016}, address = {Denver, United States}, booktitle = {Annual Conference of the Prognostics and Health Management Society (PHM Conference 2016)}, month = {oct}, pages = {8}, url = {https://publiweb.femto-st.fr/tntnet/entries/14241/documents/author/data}, organization = {annual Conference of the prognostics and health management in railways} }
• article - Estimating the end-of-life of PEM fuel cells: Guidelines and metrics
  Applied Energy (Volume 177, sep 2016, Pages :87 - 97)
  Jouin, Marine | Bressel, Mathieu | Morando, Simon | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine | Jemei, Samir | Hilairet, Mickaël | Ould-Bouamama, Belkacem
  
  pdf | doi
• inproceedings - Neural network model for prognostic as a service in private cloud computing
  11ème Conférence Francophone de Modélisation, Optimisation et Simulation (MOSIM 2016) / Montréal, Canada (Issue 1, 2016, Pages pages 1 - 8)
  Terrissa, Labib | Bouzidi, Zahra | Zerhouni, Noureddine | Gouriveau, Rafael
  
  pdf | bibtex@inproceedings{b90fdf51-8f67-4413-819c-2fdca3383a86, title = {Neural network model for prognostic as a service in private cloud computing}, author = {Terrissa, Labib and Bouzidi, Zahra and Zerhouni, Noureddine and Gouriveau, Rafael}, year = {2016}, address = {Montr\'eal, Canada}, booktitle = {11\`eme Conf\'erence Francophone de Mod\'elisation, Optimisation et Simulation (MOSIM 2016)}, month = {aug}, number = {1}, pages = {1 - 8}, url = {https://publiweb.femto-st.fr/tntnet/entries/13155/documents/author/data} }
• article - Prognostics of Proton Exchange Membrane Fuel Cells stack using an ensemble of constraints based connectionist networks.
  Journal of Power Sources (Volume 324, aug 2016, Pages :745-757)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
  
  doi
• inproceedings - An IoT-based solution for Post-Prognostics Decision in Cloud computing environment
  11ème Conférence Francophone de Modélisation, Optimisation et Simulation (MOSIM 2016) / Montréal, Canada (2016, Pages pages 1 - 7)
  Terrissa, Labib | MERAGHNI, Safa | Zerhouni, Noureddine | Varnier, Christophe | Ayad, Soheyb
  
  pdf | bibtex@inproceedings{a07c2b91-90b3-4392-b241-f43be6a006a1, title = {An IoT-based solution for Post-Prognostics Decision in Cloud computing environment}, author = {Terrissa, Labib and MERAGHNI, Safa and Zerhouni, Noureddine and Varnier, Christophe and Ayad, Soheyb}, year = {2016}, address = {Montr\'eal, Canada}, booktitle = {11\`eme Conf\'erence Francophone de Mod\'elisation, Optimisation et Simulation (MOSIM 2016)}, month = {aug}, pages = {1 - 7}, url = {https://publiweb.femto-st.fr/tntnet/entries/13640/documents/author/data}, organization = {11th International conference on modelling, optimization and simulation, MOSIM 16} }
• inproceedings - A Decison-Making Approach for Job Shop Scheduling with Job Depending Degradation and PredictiveMaintenance
  8th IFAC Conference on Manufacturing Modelling, Management, and Control (MIM 2016) / Troyes, France (Volume 49, Issue 12, 2016, Pages pages 1490 - 1495)
  Fitouri, Cyrine | Fnaiech, Nader | Varnier, Christophe | Fnaiech, Farhat | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{8f018395-21d0-4ea6-b4fa-5ec554e748f4, title = {A Decison-Making Approach for Job Shop Scheduling with Job Depending Degradation and PredictiveMaintenance}, author = {Fitouri, Cyrine and Fnaiech, Nader and Varnier, Christophe and Fnaiech, Farhat and Zerhouni, Noureddine}, year = {2016}, address = {Troyes, France}, booktitle = {8th IFAC Conference on Manufacturing Modelling, Management, and Control (MIM 2016)}, editor = {8f018395-21d0-4ea6-b4fa-5ec554e748f4-editor.pdf}, month = {jun}, number = {12}, pages = {1490 - 1495}, url = {https://publiweb.femto-st.fr/tntnet/entries/13639/documents/author/data}, volume = {49}, doi = {10.1016/j.ifacol.2016.07.782}, organization = {8th IFAC Conference on manufacturing modelling, management and control MIM 2016}, journal = {IFAC-PapersOnLine}, publisher = {IFAC} }
• inproceedings - Neuro-fuzzy model for Prognostic as a Service in private cloud computing.
  2nd International conference on cloud computing technologies and applications (cloudtech 2016) / Marrakesh, Morocco (2016, Pages pages 8)
  Bouzidi, Zahra | Terrissa, Labib | Lahmadi, Ahmed | Zerhouni, Noureddine | Gouriveau, Rafael
  
  pdf | bibtex@inproceedings{83fd7a53-1d21-4141-b54d-03b7267d335a, title = {Neuro-fuzzy model for Prognostic as a Service in private cloud computing.}, author = {Bouzidi, Zahra and Terrissa, Labib and Lahmadi, Ahmed and Zerhouni, Noureddine and Gouriveau, Rafael}, year = {2016}, address = {Marrakesh, Morocco}, booktitle = {2nd International conference on cloud computing technologies and applications (cloudtech 2016)}, month = {may}, pages = {8}, url = {https://publiweb.femto-st.fr/tntnet/entries/13037/documents/author/data} }
• inproceedings - A Post-Prognostics Decision framework for cell site maintenance using Cloud Computing and Internet of Things
  2nd International conference on cloud computing technologies and applications (cloudtech 2016) / Marrakesh, Morocco (2016, Pages pages 1 - 7)
  MERAGHNI, Safa | Terrissa, Labib | Zerhouni, Noureddine | Varnier, Christophe | Ayad, Soheyb
  
  pdf | bibtex@inproceedings{cb94860b-b526-45bf-a996-f7542a90f62a, title = {A Post-Prognostics Decision framework for cell site maintenance using Cloud Computing and Internet of Things}, author = {MERAGHNI, Safa and Terrissa, Labib and Zerhouni, Noureddine and Varnier, Christophe and Ayad, Soheyb}, year = {2016}, address = {Marrakesh, Morocco}, booktitle = {2nd International conference on cloud computing technologies and applications (cloudtech 2016)}, month = {may}, pages = {1 - 7}, url = {https://publiweb.femto-st.fr/tntnet/entries/13637/documents/author/data}, organization = {2nd International Conference on cloud computing technologies and applications} }
• article - Particle filter-based prognostics: Review, discussion and perspectives
  Mechanical Systems and Signal Processing (MSSP) (Volume 72-73, may 2016, Pages :2 - 31)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - PEM fuel cell prognostics under variable load: a data-driven ensemble with new incremental learning
  3rd International Conference on Control, Decision and Information Technologies (CoDIT 2016) / Saint Julians, Malta (2016, Pages pages 252 - 257)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
  
  pdf | doi | bibtex@inproceedings{d7c3b0a3-4652-48ac-9609-e35829074a92, title = {PEM fuel cell prognostics under variable load: a data-driven ensemble with new incremental learning}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine and Hissel, Daniel}, year = {2016}, address = {Saint Julians, Malta}, booktitle = {3rd International Conference on Control, Decision and Information Technologies (CoDIT 2016)}, month = {apr}, pages = {252 - 257}, url = {https://publiweb.femto-st.fr/tntnet/entries/12668/documents/author/data}, doi = {10.1109/CoDIT.2016.7593569} }
• article - Tool wear monitoring and prognostics challenges: a comparison of connectionist methods toward an adaptive ensemble model
  Journal of Intelligent Manufacturing (Volume pp, apr 2016, Pages :1 - 18)
  Javed, Kamran | Gouriveau, Rafael | Li, Xiang | Zerhouni, Noureddine
  
  pdf | doi
• article - Degradations analysis and aging modeling for health assessment and prognostics of PEMFC
  Reliability Engineering & System Safety (Volume 148, apr 2016, Pages :78 - 95)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi
• article - Joint particle filters prognostics for PEMFC power prediction at constant current solicitation
  IEEE Transactions on Reliability (Volume 65, Issue (1), mar 2016, Pages :336 - 349)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - PEMFC Ageing forecasting algorithm based on echo state network
  4th International Conference on Renewable Energy: Generation and Applications (ICREGA 2016) / Belfort, France (2016)
  Morando, Simon | Jemei, Samir | Hissel, Daniel | Gouriveau, Rafael | Zerhouni, Noureddine
  
  bibtex@inproceedings{ce9120dd-8ff9-4e3a-9c89-6e9eeaba20a0, title = {PEMFC Ageing forecasting algorithm based on echo state network}, author = {Morando, Simon and Jemei, Samir and Hissel, Daniel and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2016}, address = {Belfort, France}, booktitle = {4th International Conference on Renewable Energy: Generation and Applications (ICREGA 2016)}, month = {feb} }
• article - Resiliency in Distributed Sensor Networks for Prognostics and Health Management of the Monitoring Targets
  The Computer Journal (Volume 59, Issue (2), feb 2016, Pages :275 - 284)
  Bahi, Jacques | Elghazel, Wiem | Guyeux, Christophe | Haddad, Mohammed | Hakem, Mourad | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Long-term tests duration reduction for PEMFC micro-CHP application
  4th International Conference on Renewable Energy: Generation and Applications (ICREGA 2016) / Belfort, France (2016)
  Pahon, Elodie | Morando, Simon | Petrone, Raffaele | Péra, Marie-Cécile | Hissel, Daniel | Yousfi Steiner, Nadia | Jemei, Samir | Gouriveau, Rafael | Chamagne, Didier | Moçoteguy, Philippe | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{ef23ee33-7dbb-4231-a629-f284f5f78fd8, title = {Long-term tests duration reduction for PEMFC micro-CHP application}, author = {Pahon, Elodie and Morando, Simon and Petrone, Raffaele and P\'era, Marie-C\'ecile and Hissel, Daniel and Yousfi Steiner, Nadia and Jemei, Samir and Gouriveau, Rafael and Chamagne, Didier and Mo\c{c}oteguy, Philippe and Zerhouni, Noureddine}, year = {2016}, address = {Belfort, France}, booktitle = {4th International Conference on Renewable Energy: Generation and Applications (ICREGA 2016)}, month = {feb}, url = {https://publiweb.femto-st.fr/tntnet/entries/12958/documents/author/data} }

2015 (21)

• article - A New Multivariate Approach for Prognostics Based on Extreme Learning Machine and Fuzzy Clustering
  IEEE Transactions on Cybernetics (Volume 45, Issue (12), dec 2015, Pages :2626 - 2639)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Accelerated lifetime tests and failure analysis of an electro-thermally actuated MEMS valve
  27th International Conference on Microelectronics (ICM) / Casablanca, Morocco (Publisher : IEEE, 2015, Pages pages 75 - 78)
  Skima, Haithem | Medjaher, Kamal | Varnier, Christophe | Zerhouni, Noureddine | Dedu, Eugen | Bourgeois, Julien
  
  pdf | doi | bibtex@inproceedings{smvz+15:ip, title = {Accelerated lifetime tests and failure analysis of an electro-thermally actuated MEMS valve}, author = {Skima, Haithem and Medjaher, Kamal and Varnier, Christophe and Zerhouni, Noureddine and Dedu, Eugen and Bourgeois, Julien}, year = {2015}, address = {Casablanca, Morocco}, booktitle = {27th International Conference on Microelectronics (ICM)}, month = {dec}, pages = {75 - 78}, url = {https://publiweb.femto-st.fr/tntnet/entries/12181/documents/author/data}, doi = {10.1109/ICM.2015.7437991}, publisher = {IEEE} }
• article - Case-based maintenance : Structuring and incrementing the Case
  Knowledge-Based Systems (Volume 88, nov 2015, Pages :165 - 183)
  Morello, Brigitte | Haouchine, Mohamed Karim | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Prognostics of Health Status of Multi-component Systems With Degradation Interactions.
  6th International Conference on Industrial Engineering and Systems Management (IESM 2015) / Seville, Spain (Publisher : IEEE, 2015, Pages pages 870-875)
  Hafsa, Wael | Morello, Brigitte | Varnier, Christophe | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{e95efe62-9c5e-424d-92fa-1e81ebfaa21e, title = {Prognostics of Health Status of Multi-component Systems With Degradation Interactions.}, author = {HAFSA, Wael and Morello, Brigitte and Varnier, Christophe and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2015}, address = {Seville, Spain}, booktitle = {6th International Conference on Industrial Engineering and Systems Management (IESM 2015)}, month = {oct}, pages = {870-875}, url = {https://publiweb.femto-st.fr/tntnet/entries/12530/documents/author/data}, doi = {10.1109/IESM.2015.7380258}, publisher = {IEEE} }
• inproceedings - Component based data-driven prognostics for complex systems: Methodology and applications.
  First International Conference on Reliability Systems Engineering & 2015 Prognostics and System Health Management Conference-Beijing (2015 ICRSE & PHM-Beijing / Beijing, China (Publisher : IEEE, 2015, Pages pages 1-7)
  Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{3a403337-2776-418b-ac85-9c7847b1b4a3, title = { Component based data-driven prognostics for complex systems: Methodology and applications.}, author = {Mosallam, Ahmed and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2015}, address = {Beijing, China}, booktitle = {First International Conference on Reliability Systems Engineering \& 2015 Prognostics and System Health Management Conference-Beijing (2015 ICRSE \& PHM-Beijing}, month = {oct}, pages = {1-7}, url = {https://publiweb.femto-st.fr/tntnet/entries/12529/documents/author/data}, doi = {10.1109/ICRSE.2015.7366504}, publisher = {IEEE} }
• inproceedings - Continuous validation of the PHM function in aircraft industry.
  First International Conference on Reliability Systems Engineering & 2015 Prognostics and System Health Management Conference-Beijing (2015 ICRSE & PHM-Beijing), / Beijing, China (Publisher : IEEE, 2015, Pages pages 1-7)
  Gupta, Jayant Sen | Trinquier, Christian | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{041008a3-836f-43fa-be88-49864fb5810a, title = {Continuous validation of the PHM function in aircraft industry.}, author = {Gupta, Jayant Sen and Trinquier, Christian and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2015}, address = {Beijing, China}, booktitle = {First International Conference on Reliability Systems Engineering \& 2015 Prognostics and System Health Management Conference-Beijing (2015 ICRSE \& PHM-Beijing),}, month = {oct}, pages = {1-7}, url = {https://publiweb.femto-st.fr/tntnet/entries/12528/documents/author/data}, doi = {10.1109/ICRSE.2015.7366505}, publisher = {IEEE} }
• article - Remaining Useful Life estimation based on discriminating shapelet extraction.
  Reliability Engineering & System Safety (Volume 142, oct 2015, Pages :279 - 288)
  Malinowski, Simon | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - An Integrated Data-driven Prognostics Approach: from Critical Components Identification to Remaining Useful life Prediction.
  1st International Conference on Reliability Systems Engineering (ICRSE 2015) / Beijing, China (2015, Pages pages 1-48)
  Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{37a91063-2414-4299-85e5-0ceca2168123, title = {An Integrated Data-driven Prognostics Approach: from Critical Components Identification to Remaining Useful life Prediction.}, author = {Medjaher, Kamal and Zerhouni, Noureddine}, year = {2015}, address = {Beijing, China}, booktitle = {1st International Conference on Reliability Systems Engineering (ICRSE 2015)}, month = {oct}, pages = {1-48}, url = {https://publiweb.femto-st.fr/tntnet/entries/12163/documents/author/data} }
• inproceedings - PEMFC aging modeling for prognostics and health assessment.
  9th Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS 2016) / Paris, France (Volume 48, Issue 21, 2015, Pages pages 790 - 795)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{c89355e4-2bc5-42db-aa5c-e48fdd574e15, title = {PEMFC aging modeling for prognostics and health assessment.}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and P\'era, Marie-C\'ecile and Zerhouni, Noureddine}, year = {2015}, address = {Paris, France}, booktitle = {9th Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS 2016)}, month = {sep}, number = {21}, pages = {790 - 795}, url = {https://publiweb.femto-st.fr/tntnet/entries/11497/documents/author/data}, volume = {48}, doi = {10.1016/j.ifacol.2015.09.623}, organization = {International Federation of Automatic Control (IFAC)}, journal = {IFAC-PapersOnLine}, publisher = {Elsevier} }
• article - Proton exchange membrane fuel cell behavioral model suitable for prognostics.
  International Journal of Hydrogen Energy (Volume 40, Issue (26), jul 2015, Pages :8384 - 8397)
  Lechartier, Elodie | Laffly, Elie | Péra, Marie-Cécile | Gouriveau, Rafael | Hissel, Daniel | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Parametric sensitivity analysis of a PEMFC physics-based model developed for prognostics
  International Conference on Prognostics and Health Management (PHM 2015) / Austin, TX, United States (2015, Pages pages 7)
  Lechartier, Elodie | Gouriveau, Rafael | Péra, Marie-Cécile | Hissel, Daniel | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{9a73b514-0e28-4d9d-962a-21934cd33e5c, title = {Parametric sensitivity analysis of a PEMFC physics-based model developed for prognostics}, author = {Lechartier, Elodie and Gouriveau, Rafael and P\'era, Marie-C\'ecile and Hissel, Daniel and Zerhouni, Noureddine}, year = {2015}, address = {Austin, TX, United States}, booktitle = {International Conference on Prognostics and Health Management (PHM 2015)}, month = {jun}, pages = {7}, url = {https://publiweb.femto-st.fr/tntnet/entries/11496/documents/author/data}, doi = {10.1109/ICPHM.2015.7245035}, organization = {IEEE}, publisher = {IEEE} }
• inproceedings - A New Heuristic Method for Solving Joint Job Shop Scheduling of Production and Maintenance.
  15th Symposium on Information Control Problems in Manufacturing (INCOM 2015) - IFAC/IEEE/IFIP/IFORS / Ottawa, Canada (Publisher : International Federation of Automatic Control (IFAC), 2015, Pages pages 1847-1853)
  Fnaiech, Nader | Fitouri, Cyrine | Varnier, Christophe | Fnaiech, Farhat | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{7393f71c-c457-41a7-9224-6bbb2e8b0fed, title = {A New Heuristic Method for Solving Joint Job Shop Scheduling of Production and Maintenance.}, author = {Fnaiech, Nader and Fitouri, Cyrine and Varnier, Christophe and Fnaiech, Farhat and Zerhouni, Noureddine}, year = {2015}, address = {Ottawa, Canada}, booktitle = {15th Symposium on Information Control Problems in Manufacturing (INCOM 2015) - IFAC/IEEE/IFIP/IFORS}, month = {may}, pages = {1847-1853}, url = {https://publiweb.femto-st.fr/tntnet/entries/11488/documents/author/data}, publisher = {International Federation of Automatic Control (IFAC)} }
• inproceedings - Prognostics of PEM fuel cells under a combined heat and power profile
  15th IFAC/IEEE Symposium on Information Control Problems in Manufacturing (INCOM 2015) / Ottawa, Canada (Volume 48, Issue 3, 2015, Pages pages 26 - 31)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{16402206-c37c-4d70-afe2-46306e7e0d46, title = {Prognostics of PEM fuel cells under a combined heat and power profile}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and P\'era, Marie-C\'ecile and Zerhouni, Noureddine}, year = {2015}, address = {Ottawa, Canada}, booktitle = {15th IFAC/IEEE Symposium on Information Control Problems in Manufacturing (INCOM 2015)}, month = {may}, number = {3}, pages = {26 - 31}, url = {https://publiweb.femto-st.fr/tntnet/entries/11478/documents/author/data}, volume = {48}, doi = {10.1016/j.ifacol.2015.06.053}, organization = {International Federation of Automatic Control (IFAC)}, journal = {IFAC-PapersOnLine}, publisher = {Elsevier} }
• article - Health Assessment and Life Prediction of cutting tools based on support vector regression
  Journal of Intelligent Manufacturing (Volume 26, Issue (2), apr 2015, Pages :213 - 223)
  Benkedjouh, T. | Medjaher, Kamal | Zerhouni, Noureddine | Rechak, S.
  
  pdf | doi
• article - An unsupervised pattern recognition approach for AE data originating from fatigue tests on polymer–composite materials
  Mechanical Systems and Signal Processing (MSSP) (Volume 64-65, apr 2015, Pages :465 - 478)
  Doan, Dinh Dong | Ramasso, Emmanuel | Placet, Vincent | Zhang, Shuo | Boubakar, Lamine Mohamed | Zerhouni, Noureddine
  
  pdf | doi
• article - Dependability of wireless sensor networks for industrial prognostics and health management
  Computers in industry (Volume 68, apr 2015, Pages :1 - 15)
  Elghazel, Wiem | Bahi, Jacques | Guyeux, Christophe | Hakem, Mourad | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Improving accuracy of long term proognostics of PEMFC stack to estimate remaining useful life
  IEEE International Conference on Industrial Technology (ICIT 2015) / Séville, Spain (2015, Pages pages 1047 - 1052)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
  
  pdf | doi | bibtex@inproceedings{3280c590-a7c3-4ae4-a426-88baf9ced778, title = {Improving accuracy of long term proognostics of PEMFC stack to estimate remaining useful life}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine and Hissel, Daniel}, year = {2015}, address = {S\'eville, Spain}, booktitle = {IEEE International Conference on Industrial Technology (ICIT 2015)}, month = {mar}, pages = {1047 - 1052}, url = {https://publiweb.femto-st.fr/tntnet/entries/10909/documents/author/data}, doi = {10.1109/ICIT.2015.7125235}, organization = {IEEE}, publisher = {IEEE} }
• inproceedings - Random Forests for Industrial Device Functioning Diagnostics Using Wireless Sensor Networks
  Aerospace Conference ( 2015) / Big Sky, MT, United States (Publisher : IEEE, 2015, Pages pages 9)
  Elghazel, Wiem | Bahi, Jacques | Farhat, Ahmad | Guyeux, Christophe | Hakem, Mourad | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{egbfg+15:ip, title = {Random Forests for Industrial Device Functioning Diagnostics Using Wireless Sensor Networks}, author = {Elghazel, Wiem and Bahi, Jacques and Farhat, Ahmad and Guyeux, Christophe and Hakem, Mourad and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2015}, address = {Big Sky, MT, United States}, booktitle = {Aerospace Conference ( 2015)}, month = {mar}, pages = {9}, url = {https://publiweb.femto-st.fr/tntnet/entries/8908/documents/author/data}, doi = {10.1109/AERO.2015.7119275}, publisher = {IEEE} }
• inproceedings - Data-driven Prognostics of Proton Exchange Membrane Fuel Cell Stack with constraint based Summation-Wavelet Extreme Learning Machine.
  6th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2015) / Toulouse, France (2015, Pages pages 8)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
  
  pdf | bibtex@inproceedings{e02f39d2-e101-4561-9a9c-5ad3705135f0, title = {Data-driven Prognostics of Proton Exchange Membrane Fuel Cell Stack with constraint based Summation-Wavelet Extreme Learning Machine.}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine and Hissel, Daniel}, year = {2015}, address = {Toulouse, France}, booktitle = {6th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2015)}, month = {feb}, pages = {8}, url = {https://publiweb.femto-st.fr/tntnet/entries/9768/documents/author/data} }
• article - Bearing Health monitoring based on Hilbert-Huang Transform, Support Vector Machine and Regression
  IEEE Transactions on Instrumentation and Measurement (Volume 64, Issue (1), jan 2015, Pages :52 - 62)
  Soualhi, Abdenour | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi
• article - Enabling Health Monitoring Approach Based on Vibration Data for Accurate Prognostics
  IEEE Transactions on Industrial Electronics (Volume 62, Issue (1), jan 2015, Pages :647 - 656)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine | Nectoux, Patrick
  
  pdf | doi

2014 (19)

• inproceedings - Fuel Cells Remaining Useful Lifetime forecasting using Echo State Network
  Vehicle Power and Propulsion Conference (VPPC 2014) / Coimbra, Portugal (2014, Pages pages 6)
  Morando, Simon | Jemei, Samir | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
  
  doi | bibtex@inproceedings{318ef1ad-a173-490e-8053-bc62fd52459a, title = {Fuel Cells Remaining Useful Lifetime forecasting using Echo State Network}, author = {Morando, Simon and Jemei, Samir and Gouriveau, Rafael and Zerhouni, Noureddine and Hissel, Daniel}, year = {2014}, address = {Coimbra, Portugal}, booktitle = {Vehicle Power and Propulsion Conference (VPPC 2014)}, month = {oct}, pages = {6}, doi = {10.1109/VPPC.2014.7007074}, organization = {IEEE}, publisher = {IEEE} }
• inproceedings - Static and dynamic modeling of a PEMFC for prognostics purpose
  IEEE Vehicle Power and Propulsion Conference (VPPC 2014) / Coimbra, Portugal (2014, Pages pages 5)
  Lechartier, Elodie | Gouriveau, Rafael | Péra, Marie-Cécile | Hissel, Daniel | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{d969731e-c2d2-4968-a223-2661087c44d6, title = {Static and dynamic modeling of a PEMFC for prognostics purpose}, author = {Lechartier, Elodie and Gouriveau, Rafael and P\'era, Marie-C\'ecile and Hissel, Daniel and Zerhouni, Noureddine}, year = {2014}, address = {Coimbra, Portugal}, booktitle = {IEEE Vehicle Power and Propulsion Conference (VPPC 2014)}, month = {oct}, pages = {5}, url = {https://publiweb.femto-st.fr/tntnet/entries/8775/documents/author/data}, doi = {10.1109/VPPC.2014.7007136}, organization = {IEEE}, publisher = {IEEE} }
• inproceedings - Application of an unsupervised pattern recognition approach for AE data originating from fatigue tests on CFRP
  31st Conference of the European Working Group on Acoustic Emission (EWGAE) / Dresden, Germany (2014, Pages pages 1-8)
  Doan, Dinh Dong | Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine Mohamed | Zerhouni, Noureddine
  
  bibtex@inproceedings{266e66fa-416c-4367-a88f-b26a0a57402f, title = {Application of an unsupervised pattern recognition approach for AE data originating from fatigue tests on CFRP}, author = {Doan , Dinh Dong and Ramasso, Emmanuel and Placet, Vincent and Boubakar, Lamine and Zerhouni, Noureddine}, year = {2014}, address = {Dresden, Germany}, booktitle = {31st Conference of the European Working Group on Acoustic Emission (EWGAE)}, month = {sep}, pages = {1-8} }
• article - PETRA : Process Evolution using a TRAce‐based system on a Maintenance Platform
  Knowledge-Based Systems (Volume 68, sep 2014, Pages :21 - 39)
  Karray, Hedi | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Dependable wireless sensor networks for prognostics and health management : a survey.
  Annual Conference of the Prognostics and Health Management Society (PHM Conference 2014) / Fort Worth, TX, United States (Volume 68, 2014, Pages pages 1-15)
  Elghazel, Wiem | Medjaher, Kamal | Guyeux, Christophe | Hakem, Mourad | Zerhouni, Noureddine | Bahi, Jacques
  
  pdf | bibtex@inproceedings{emgh+14:oip, title = {Dependable wireless sensor networks for prognostics and health management : a survey.}, author = {Elghazel, Wiem and Medjaher, Kamal and Guyeux, Christophe and Hakem, Mourad and Zerhouni, Noureddine and Bahi, Jacques}, year = {2014}, address = {Fort Worth, TX, United States}, booktitle = {Annual Conference of the Prognostics and Health Management Society (PHM Conference 2014)}, month = {sep}, pages = {1-15}, url = {https://publiweb.femto-st.fr/tntnet/entries/7739/documents/author/data}, volume = {68} }
• inproceedings - Shapelet-based remaining useful life estimation.
  IEEE International Conference on Automation Science and Engineering, CASE'14. / Taipei - Taiwan. (Publisher : IEEE, 2014, Pages pages 794-799)
  Malinowski, Simon | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{a0f93c55-009f-44ec-86d0-8f54a0ea0f40, title = {Shapelet-based remaining useful life estimation.}, author = {Malinowski, Simon and Morello, Brigitte and Zerhouni, Noureddine}, year = {2014}, address = {Taipei - Taiwan.}, booktitle = {IEEE International Conference on Automation Science and Engineering, CASE'14.}, month = {aug}, pages = {794-799}, url = {https://publiweb.femto-st.fr/tntnet/entries/10445/documents/author/data}, doi = {10.1109/CoASE.2014.6899416 }, publisher = {IEEE} }
• inproceedings - Unsupervised Kernel Regression Modeling Approach for RUL Prediction.
  Second European Conference of the Prognostics and Health Management Society, PHM'14. / Nantes (2014, Pages pages 1-7)
  Khelif, Racha | Malinowski, Simon | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{b0598308-6071-4257-b22c-04f30d3ce48f, title = {Unsupervised Kernel Regression Modeling Approach for RUL Prediction.}, author = {Khelif, Racha and Malinowski, Simon and Morello, Brigitte and Zerhouni, Noureddine}, year = {2014}, address = {Nantes}, booktitle = {Second European Conference of the Prognostics and Health Management Society, PHM'14.}, month = {jul}, pages = {1-7}, url = {https://publiweb.femto-st.fr/tntnet/entries/9572/documents/author/data} }
• inproceedings - Accelerated life tests for prognostic and health management of MEMS devices.
  Second European Conference of the Prognostics and Health Management Society, PHM Society'2014. / Nantes (2014, Pages pages 1-7)
  Skima, Haithem | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{1619a207-eb0e-459f-9163-68b06772e6e2, title = {Accelerated life tests for prognostic and health management of MEMS devices.}, author = {Skima, Haithem and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2014}, address = {Nantes}, booktitle = { Second European Conference of the Prognostics and Health Management Society, PHM Society'2014.}, month = {jul}, pages = {1-7}, url = {https://publiweb.femto-st.fr/tntnet/entries/7400/documents/author/data} }
• inproceedings - An unsupervised pattern recognition approach for AE data originating from fatigue tests on polymer-composite materials
  7th European Workshop on Structural Health Monitoring (EWSHM 2014) / Nantes, France (2014, Pages pages 1592 - 1599)
  Doan, Dinh Dong | Ramasso, Emmanuel | Placet, Vincent | Boubakar, Lamine Mohamed | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{27d67078-b2df-4f51-82b3-b3448218184f, title = {An unsupervised pattern recognition approach for AE data originating from fatigue tests on polymer-composite materials}, author = {Doan, Dinh Dong and Ramasso, Emmanuel and Placet, Vincent and Boubakar, Lamine and Zerhouni, Noureddine}, year = {2014}, address = {Nantes, France}, booktitle = {7th European Workshop on Structural Health Monitoring (EWSHM 2014)}, month = {jul}, pages = {1592 - 1599}, url = {https://publiweb.femto-st.fr/tntnet/entries/8225/documents/author/data} }
• inproceedings - RUL prediction based on a new similarity-instance based approach.
  23rd International Symposium on Industrial Electronics, ISIE'14. / Istanbul, Turkey (2014, Pages pages 2463-2468)
  Khelif, Racha | Malinowski, Simon | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{737d2387-7d6f-4128-808e-54226a423794, title = {RUL prediction based on a new similarity-instance based approach.}, author = {Khelif, Racha and Malinowski, Simon and Morello, Brigitte and Zerhouni, Noureddine}, year = {2014}, address = {Istanbul, Turkey}, booktitle = {23rd International Symposium on Industrial Electronics, ISIE'14.}, month = {jun}, pages = {2463-2468}, url = {https://publiweb.femto-st.fr/tntnet/entries/9574/documents/author/data}, doi = {10.1109/ISIE.2014.6865006}, organization = {IEEE} }
• inproceedings - Integrated Bayesian Framework for Remaining Useful Life Prediction.
  IEEE International Conference on Prognostics and Health Management, PHM'2014. / Cheney WA, United States (2014, Pages pages 1-6)
  Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{051df183-48fb-44a4-b8e5-7d0cc3f08801, title = {Integrated Bayesian Framework for Remaining Useful Life Prediction.}, author = {MOSALLAM, Ahmed and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2014}, address = {Cheney WA, United States}, booktitle = {IEEE International Conference on Prognostics and Health Management, PHM'2014.}, month = {jun}, pages = {1-6}, url = {https://publiweb.femto-st.fr/tntnet/entries/7399/documents/author/data}, organization = {IEEE} }
• inproceedings - Prognostics of proton exchange membrane fuel cell stack in a particle filtering framework including characterization disturbances and voltage recovery
  IEEE International Conference on Prognostics and Health Management (PHM 2014) / Cheney WA, United States (2014, Pages pages 6)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{25ef47a1-f4a4-4208-ae33-9bcb73186932, title = {Prognostics of proton exchange membrane fuel cell stack in a particle filtering framework including characterization disturbances and voltage recovery}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and P\'era, Marie-C\'ecile and Zerhouni, Noureddine}, year = {2014}, address = {Cheney WA, United States}, booktitle = {IEEE International Conference on Prognostics and Health Management (PHM 2014)}, editor = {25ef47a1-f4a4-4208-ae33-9bcb73186932-editor.pdf}, month = {jun}, pages = {6}, url = {https://publiweb.femto-st.fr/tntnet/entries/7406/documents/author/data}, doi = {10.1109/ICPHM.2014.7036363}, organization = {IEEE} }
• inproceedings - Remaining useful life estimates of a PEM fuel cell stack by including characterization-induced disturbances in a particle filter model
  Conference Internationale Discussion on Hydrogen Energy and Applications (IDHEA 2014) / Nantes, France (2014, Pages pages 10)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{ccbd32cc-0f06-4a69-bca2-19a074956e96, title = {Remaining useful life estimates of a PEM fuel cell stack by including characterization-induced disturbances in a particle filter model}, author = {Jouin, Marine and Gouriveau, Rafael and Hissel, Daniel and P\'era, Marie-C\'ecile and Zerhouni, Noureddine}, year = {2014}, address = {Nantes, France}, booktitle = {Conference Internationale Discussion on Hydrogen Energy and Applications (IDHEA 2014)}, month = {may}, pages = {10}, url = {https://publiweb.femto-st.fr/tntnet/entries/7405/documents/author/data}, organization = {CNRS - Centre national de la recherche scientifique} }
• inproceedings - Towards an ageing model of a PEMFC for prognostics purpose.
  Conference Internationale Discussion on Hydrogen Energy and Applications (IDHEA 2014) / Nantes, France (2014, Pages pages 7)
  Lechartier, Elodie | Gouriveau, Rafael | Péra, Marie-Cécile | Hissel, Daniel | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{8cd07e73-0cf4-4230-96ea-73c24a452032, title = {Towards an ageing model of a PEMFC for prognostics purpose.}, author = {Lechartier, Elodie and Gouriveau, Rafael and P\'era, Marie-C\'ecile and Hissel, Daniel and Zerhouni, Noureddine}, year = {2014}, address = {Nantes, France}, booktitle = {Conference Internationale Discussion on Hydrogen Energy and Applications (IDHEA 2014)}, month = {may}, pages = {7}, url = {https://publiweb.femto-st.fr/tntnet/entries/7307/documents/author/data}, organization = {CNRS - Centre national de la recherche scientifique}, publisher = {CNRS - Centre national de la recherche scientifique} }
• inproceedings - Predicting the Remaining Useful Lifetime of a Proton Exchange Membrane Fuel Cell using an Echo State Network
  Conference Internationale Discussion on Hydrogen Energy and Applications (IDHEA 2014) / Nantes, France (2014, Pages pages 63 (9))
  Morando, Simon | Jemei, Samir | Hissel, Daniel | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{bd30dee4-0787-4224-93cf-2e0aa8ef31f9, title = {Predicting the Remaining Useful Lifetime of a Proton Exchange Membrane Fuel Cell using an Echo State Network}, author = {Morando, Simon and Jemei, Samir and Hissel, Daniel and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2014}, address = {Nantes, France}, booktitle = {Conference Internationale Discussion on Hydrogen Energy and Applications (IDHEA 2014)}, month = {may}, pages = {63 (9)}, url = {https://publiweb.femto-st.fr/tntnet/entries/7306/documents/author/data}, organization = {CNRS - Centre national de la recherche scientifique}, publisher = {CNRS - Centre national de la recherche scientifique} }
• inproceedings - ANOVA Method Applied to PEMFC Ageing Forecasting Using an Echo State Network
  11th IEEE International Conference on Modeling and Simulation of Electric Machines, Converters and Systems (ElectrIMACS 2014) / Valencia, Spain (2014, Pages pages 652 - 657)
  Morando, Simon | Jemei, Samir | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
  
  pdf | bibtex@inproceedings{f01347f2-7210-45b8-a509-249807453c29, title = {ANOVA Method Applied to PEMFC Ageing Forecasting Using an Echo State Network}, author = {Morando, Simon and Jemei, Samir and Gouriveau, Rafael and Zerhouni, Noureddine and Hissel, Daniel}, year = {2014}, address = {Valencia, Spain}, booktitle = {11th IEEE International Conference on Modeling and Simulation of Electric Machines, Converters and Systems (ElectrIMACS 2014)}, editor = {f01347f2-7210-45b8-a509-249807453c29-editor.pdf}, month = {may}, pages = {652 - 657}, url = {https://publiweb.femto-st.fr/tntnet/entries/7304/documents/author/data}, organization = {Universitat Polit\`ecnica de Val\`encia}, publisher = {Universitat Polit\`ecnica de Val\`encia} }
• article - Prognostics of PEM fuel cell in a particle filtering framework.
  International Journal of Hydrogen Energy (Volume 39, Issue (1), jan 2014, Pages :481-494)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi
• article - Condition Assessment and Fault Prognostics of Microelectromechanical Systems
  Microelectronics Reliability (Volume 54, Issue (1), jan 2014, Pages :143 - 151)
  Medjaher, Kamal | Skima, Haithem | Zerhouni, Noureddine
  
  pdf | doi
• article - SW-ELM: A summation wavelet extreme learning machine algorithm with a priori parameter initialization
  Neurocomputing / EEG Neurocomputing (Volume 123, jan 2014, Pages :299 - 307)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | doi

2013 (16)

• article - Nonparametric time series modelling for industrial prognostics and health management
  International Journal of Advanced Manufacturing Technology (Volume 69, Issue (5), nov 2013, Pages :1685 - 16991)
  Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi
• article - Reutilization of diagnostic cases by adaptation of knowledge models
  Engineering Applications of Artificial Intelligence (Volume 26, Issue (10), nov 2013, Pages :2559-2573)
  Morello, Brigitte | Haouchine, Mohamed Karim | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Fuel Cells prognostics using Echo State Network
  39th IEEE Annual Conference of the IEEE Industrial Electronics Society (IECON 2013) / Vienna, Austria (2013, Pages pages 1630 - 1635)
  Morando, Simon | Jemei, Samir | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
  
  pdf | bibtex@inproceedings{315ad386-f127-4d17-867e-61e8ab860c29, title = {Fuel Cells prognostics using Echo State Network}, author = {Morando, Simon and Jemei, Samir and Gouriveau, Rafael and Zerhouni, Noureddine and Hissel, Daniel}, year = {2013}, address = {Vienna, Austria}, booktitle = {39th IEEE Annual Conference of the IEEE Industrial Electronics Society (IECON 2013)}, editor = {315ad386-f127-4d17-867e-61e8ab860c29-editor.pdf}, month = {nov}, pages = {1630 - 1635}, url = {https://publiweb.femto-st.fr/tntnet/entries/5757/documents/author/data}, organization = {IEEE}, publisher = {IEEE} }
• inproceedings - Novel failure prognostics approach with dynamic thresholds for machine degradation.
  39th Annual Conference of the IEEE Industrial Electronics Society, IECON'13. / Vienna, Austria (2013, Pages pages 4402-4407)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{b0fcc348-3f2b-4b2d-942e-5f70e74b6ccc, title = {Novel failure prognostics approach with dynamic thresholds for machine degradation.}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine}, year = {2013}, address = {Vienna, Austria}, booktitle = {39th Annual Conference of the IEEE Industrial Electronics Society, IECON'13.}, month = {nov}, pages = {4402-4407}, url = {https://publiweb.femto-st.fr/tntnet/entries/5767/documents/author/data}, doi = {10.1109/IECON.2013.6699844}, organization = {IEEE} }
• article - Hybrid prognostic method applied to mechatronic systems
  International Journal of Advanced Manufacturing Technology (Volume 69, Issue (1), oct 2013, Pages :823 - 834)
  Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi
• article - PHM of Proton-Exchange Membrane Fuel Cells - A review
  Chemical Engineering Transactions (Volume 33, sep 2013, Pages :1009 - 1014)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi
• article - Strategies to face imbalanced and unlabelled data in PHM applications.
  Chemical Engineering Transactions (Volume 33, sep 2013, Pages :115-120)
  Gouriveau, Rafael | Ramasso, Emmanuel | Zerhouni, Noureddine
  
  pdf | doi
• article - Framework for a hybrid prognostics.
  Chemical Engineering Transactions (Volume 33, sep 2013, Pages :91-96)
  Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi
• article - Bayesian approach for remaining useful life prediction.
  Chemical Engineering Transactions (Volume 33, sep 2013, Pages :139-144)
  Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi
• article - Remaining useful life estimation based on nonlinear feature reduction and support vector regression
  Engineering Applications of Artificial Intelligence (Volume 7, Issue (26), aug 2013, Pages :1751 - 1760)
  Benkedjouh, T. | Medjaher, Kamal | Zerhouni, Noureddine | Rechak, S.
  
  pdf | doi
• inproceedings - Data-Driven prognostics based on health indicator construction : Application to PRONOSTIA's Data.
  European Control Conference, ECC'13. / Zurich, Switzerland (2013, Pages pages 1451-1456)
  Medjaher, Kamal | Zerhouni, Noureddine | Baklouti, Jihène
  
  pdf | bibtex@inproceedings{5143d801-7c23-45e2-8685-2987b9724724, title = {Data-Driven prognostics based on health indicator construction : Application to PRONOSTIA's Data.}, author = {Medjaher, Kamal and Zerhouni, Noureddine and Baklouti, Jih\`ene}, year = {2013}, address = {Zurich, Switzerland}, booktitle = {European Control Conference, ECC'13.}, month = {jul}, pages = {1451-1456}, url = {https://publiweb.femto-st.fr/tntnet/entries/5634/documents/author/data}, organization = {Eureopean Control Association (EUCA)} }
• inproceedings - A feature extraction procedure based on trigonometric functions and cumulative descriptors to enhance prognostics modeling.
  IEEE International Conference on Prognostics and Health Management, PHM'2013. (2013, Pages pages 1-7)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine | Nectoux, Patrick
  
  pdf | bibtex@inproceedings{bac9cc48-0b67-4582-afcc-9125f4dea606, title = {A feature extraction procedure based on trigonometric functions and cumulative descriptors to enhance prognostics modeling.}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine and Nectoux, Patrick}, year = {2013}, booktitle = {IEEE International Conference on Prognostics and Health Management, PHM'2013.}, month = {jun}, pages = {1-7}, url = {https://publiweb.femto-st.fr/tntnet/entries/5564/documents/author/data} }
• inproceedings - Online segmentation of acoustic emission data streams for detection of damages in composites structures in unconstrained environments
  11th International Conference on Structural Safety & Reliability / New York, NY, United States (2013, Pages pages 1 - 8)
  Placet, Vincent | Ramasso, Emmanuel | Boubakar, Lamine Mohamed | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{placet_online_2013, title = {Online segmentation of acoustic emission data streams for detection of damages in composites structures in unconstrained environments}, author = {Placet, Vincent and Ramasso, Emmanuel and Boubakar, Lamine and Zerhouni, Noureddine}, year = {2013}, address = {New York, NY, United States}, booktitle = {11th International Conference on Structural Safety \& Reliability}, month = {jun}, pages = {1 - 8}, url = {https://publiweb.femto-st.fr/tntnet/entries/5849/documents/author/data} }
• article - E2GKpro: An evidential evolving multi-modeling approach for system behavior prediction with applications
  Mechanical Systems and Signal Processing (MSSP) (Volume 37, apr 2013, Pages :213 - 218)
  Serir, Lisa | Ramasso, Emmanuel | Nectoux, Patrick | Zerhouni, Noureddine
  
  pdf | doi
• article - Joint Prediction of Continuous and Discrete States in Time-Series Based on Belief Functions
  IEEE Transactions on Cybernetics (Volume 43, Issue (1), feb 2013, Pages :37 - 50)
  Ramasso, Emmanuel | Rombaut, Michele | Zerhouni, Noureddine
  
  pdf | doi
• article - Prognostics and Health Management of PEMFC - state of the art and remaining challenges.
  International Journal of Hydrogen Energy (Volume 38, Issue (35), 2013, Pages :15307 - 15317)
  Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
  
  pdf | doi

2012 (20)

• article - Connexionist-Systems-Based Long Term Prediction Approaches for Prognostics
  IEEE Transactions on Reliability (Volume 61, Issue (4), dec 2012, Pages :909 - 920)
  Gouriveau, Rafael | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Unsupervised Trend Extraction for Prognostics and Condition Assessment.
  2nd Workshop on Advanced Maintenance Engineering, Services and Technology (AMEST 2013) - IFAC / Seville, Spain (2012, Pages pages 1-6)
  Mosallam, Ahmed | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{cbacf9e0-9dab-45a6-a0e6-d9c4da28f70e, title = {Unsupervised Trend Extraction for Prognostics and Condition Assessment.}, author = {Mosallam, Ahmed and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2012}, address = {Seville, Spain}, booktitle = {2nd Workshop on Advanced Maintenance Engineering, Services and Technology (AMEST 2013) - IFAC}, month = {nov}, pages = {1-6}, url = {https://publiweb.femto-st.fr/tntnet/entries/5560/documents/author/data} }
• inproceedings - Health Assessment of Composite Structures in Unconstrained Environments Using Partially Supervised Pattern Recognition Tools.
  Annual Conference of the Prognostics and Health Management Society (PHM'12) (2012, Pages pages 1 - 11)
  Ramasso, Emmanuel | Placet, Vincent | Gouriveau, Rafael | Boubakar, Lamine Mohamed | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{ramasso:hal-00801920, title = {Health Assessment of Composite Structures in Unconstrained Environments Using Partially Supervised Pattern Recognition Tools.}, author = {Ramasso, Emmanuel and Placet, Vincent and Gouriveau, Rafael and Boubakar, Lamine and Zerhouni, Noureddine}, year = {2012}, booktitle = {Annual Conference of the Prognostics and Health Management Society (PHM'12)}, month = {sep}, pages = {1 - 11}, url = {https://publiweb.femto-st.fr/tntnet/entries/1532/documents/author/data} }
• article - A Formal Ontology for Semantics in Maintenance Platforms.
  Applied Ontology (Volume 7, Issue (3), sep 2012, Pages :269-310)
  Karray, Hedi | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | doi
• article - Evidential Evolving Gustafson-Kessel Algorithm For Online Data Streams Partitioning Using Belief Function Theory.
  International Journal of Approximate Reasoning (Volume 53, Issue (5), jul 2012, Pages :747 - 768)
  Serir, Lisa | Ramasso, Emmanuel | Zerhouni, Noureddine
  
  pdf | doi
• article - A data-driven failure prognostics method based on mixture of gaussians hidden markov models
  IEEE Transactions on Reliability (Volume 61, Issue (2), jun 2012, Pages :491 - 503)
  Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine | Tripot, Gérard
  
  pdf | doi
• article - Remaining useful life estimation of critical components with application to bearings
  IEEE Transactions on Reliability (Volume 61, Issue (2), jun 2012, Pages :292 - 302)
  Medjaher, Kamal | Tobon Mejia, Diego Alejandro | Zerhouni, Noureddine
  
  pdf | doi
• article - CNC Machine Tool's wear diagnostic and prognostic by using dynamic bayesian networks
  Mechanical Systems and Signal Processing (MSSP) (Volume 28, apr 2012, Pages :167 - 182)
  Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | doi
• inproceedings - Scheduling predictive maintenance in flow-shop.
  Prognostics and System Health Management. / Beijing, Chine (Volume sur cl{\'e} USB, 2012, Pages pages 1-6)
  Varnier, Christophe | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{varnier:hal-00719632, title = {Scheduling predictive maintenance in flow-shop.}, author = {Varnier, Christophe and Zerhouni, Noureddine}, year = {2012}, address = {Beijing, Chine}, booktitle = {Prognostics and System Health Management.}, pages = {1-6}, url = {https://publiweb.femto-st.fr/tntnet/entries/1537/documents/author/data}, volume = {sur cl{\'e} USB}, doi = {10.1109/PHM.2012.6228964} }
• inproceedings - An Evidential Evolving Prognostic Approach and its Application to PRONOSTIA's Data Streams
  Prognostics and Health Management Society. / Minneapolis, Minnesota, {\'E}tats-Unis (Volume 3, 2012, Pages pages 9 pages)
  Serir, Lisa | Ramasso, Emmanuel | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{serir:hal-00798310, title = {An Evidential Evolving Prognostic Approach and its Application to PRONOSTIA's Data Streams}, author = {Serir, Lisa and Ramasso, Emmanuel and Zerhouni, Noureddine}, year = {2012}, address = {Minneapolis, Minnesota, {\'E}tats-Unis}, booktitle = {Prognostics and Health Management Society.}, pages = {9 pages}, url = {https://publiweb.femto-st.fr/tntnet/entries/1535/documents/author/data}, volume = {3} }
• inproceedings - Prognostic by classification of predictions combining similarity-based estimation and belief functions
  Springer Advances in Intelligent and Soft Computing or International Journal of Approximate Reasoning / Compiègne, France (2012, Pages pages 1-8)
  Ramasso, Emmanuel | Rombaut, Michèle | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{ramasso:hal-00719965, title = {Prognostic by classification of predictions combining similarity-based estimation and belief functions}, author = {Ramasso, Emmanuel and Rombaut, Mich\`ele and Zerhouni, Noureddine}, year = {2012}, address = {Compi\`egne, France}, booktitle = {Springer Advances in Intelligent and Soft Computing or International Journal of Approximate Reasoning}, pages = {1-8}, url = {https://publiweb.femto-st.fr/tntnet/entries/1534/documents/author/data} }
• inproceedings - Partially-Hidden Markov Models.
  International Conference on Belief Functions, BELIEF'12. / Compiègne, France (2012, Pages pages 1-8)
  Ramasso, Emmanuel | Denoeux, Thierry | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{ramasso:hal-00719967, title = {Partially-Hidden Markov Models.}, author = {Ramasso, Emmanuel and Denoeux, Thierry and Zerhouni, Noureddine}, year = {2012}, address = {Compi\`egne, France}, booktitle = {International Conference on Belief Functions, BELIEF'12.}, pages = {1-8}, url = {https://publiweb.femto-st.fr/tntnet/entries/1533/documents/author/data} }
• inproceedings - Robust, reliable and applicable tool wear monitoring and prognostic : approach based on an Improved-Extreme Learning Machine.
  Conference on Prognostics and Health Management. / Denver, Colorado, États-Unis (Publisher : IEEE, Volume sur CD ROM, 2012, Pages pages 1-9)
  Javed, Kamran | Gouriveau, Rafael | Zerhouni, Noureddine | Zemouri, Ryad | Li, Xiang
  
  pdf | bibtex@inproceedings{javed:hal-00719545, title = {Robust, reliable and applicable tool wear monitoring and prognostic : approach based on an Improved-Extreme Learning Machine.}, author = {Javed, Kamran and Gouriveau, Rafael and Zerhouni, Noureddine and Zemouri, Ryad and Li, Xiang}, year = {2012}, address = {Denver, Colorado, \'Etats-Unis}, booktitle = {Conference on Prognostics and Health Management.}, pages = {1-9}, url = {https://publiweb.femto-st.fr/tntnet/entries/1519/documents/author/data}, volume = {sur CD ROM}, publisher = {IEEE} }
• inproceedings - PRONOSTIA : An experimental platform for bearings accelerated degradation tests
  Conference on Prognostics and Health Management. / Denver, Colorado, États-Unis (Publisher : IEEE, Volume sur CD ROM, 2012, Pages pages 1-8)
  Nectoux, Patrick | Gouriveau, Rafael | Medjaher, Kamal | Ramasso, Emmanuel | Morello, Brigitte | Zerhouni, Noureddine | Varnier, Christophe
  
  pdf | bibtex@inproceedings{nectoux:hal-00719503, title = {PRONOSTIA : An experimental platform for bearings accelerated degradation tests}, author = {Nectoux, Patrick and Gouriveau, Rafael and Medjaher, Kamal and Ramasso, Emmanuel and Morello, Brigitte and Zerhouni, Noureddine and Varnier, Christophe}, year = {2012}, address = {Denver, Colorado, \'Etats-Unis}, booktitle = {Conference on Prognostics and Health Management.}, pages = {1-8}, url = {https://publiweb.femto-st.fr/tntnet/entries/1528/documents/author/data}, volume = {sur CD ROM}, publisher = {IEEE} }
• inproceedings - Feature extraction and evaluation for Health Assessment and Failure prognostics
  First European Conference of the Prognostics and Health Management Society. / Dresden, Allemagne (Publisher : Prognostics and Health Management Society (PHM Society), Volume Site internet de la conférence., 2012, Pages pages 111 - 116)
  Medjaher, Kamal | Camci, Fatih | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{medjaher:hal-00718330, title = {Feature extraction and evaluation for Health Assessment and Failure prognostics}, author = {Medjaher, Kamal and Camci, Fatih and Zerhouni, Noureddine}, year = {2012}, address = {Dresden, Allemagne}, booktitle = {First European Conference of the Prognostics and Health Management Society.}, pages = {111 - 116}, url = {https://publiweb.femto-st.fr/tntnet/entries/1526/documents/author/data}, volume = {Site internet de la conf\'erence.}, publisher = {Prognostics and Health Management Society (PHM Society)} }
• inproceedings - A Trace based system for decision activities in CBM Process.
  Information Control Problems in Manufacturing. / Bucharest, Roumanie (Volume sur CD ROM, 2012, Pages pages 1-6)
  Karray, Hedi | Morello, Brigitte | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{hedikarray:hal-00719438, title = {A Trace based system for decision activities in CBM Process.}, author = {Hedi Karray, Mohamed and Chebel-Morello, Brigitte and Zerhouni, Noureddine}, year = {2012}, address = {Bucharest, Roumanie}, booktitle = {Information Control Problems in Manufacturing.}, pages = {1-6}, url = {https://publiweb.femto-st.fr/tntnet/entries/1513/documents/author/data}, volume = {sur CD ROM} }
• inproceedings - New Hopfield Neural Network for joint Job Shop Scheduling of production and maintenance.
  IECON 2012. / Montreal, QC, Canada (Volume 1, 2012, Pages pages 5535-5541)
  Fnaiech, Nader | Hammami, Hayfa | Yahyaoui, Amel | Varnier, Christophe | Fnaiech, Farhat | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{fnaiech:hal-00773145, title = {New Hopfield Neural Network for joint Job Shop Scheduling of production and maintenance.}, author = {Fnaiech, Nader and Hammami, Hayfa and Yahyaoui, Amel and Varnier, Christophe and Fnaiech, Farhat and Zerhouni, Noureddine}, year = {2012}, address = {Montreal, QC, Canada}, booktitle = {IECON 2012.}, pages = {5535-5541}, url = {https://publiweb.femto-st.fr/tntnet/entries/1509/documents/author/data}, volume = {1}, doi = {10.1109/IECON.2012.6389511} }
• incollection - Partially-Hidden Markov Models
  Belief Functions : Theory and Applications, AISC 164. Proceedings of the 2nd International Confferencr on Belief Functions, Compi\`egne, 9-11 Mai 2012. (Publisher : Springer, Editor : T. Denoeux & M.H. Masson, Series Studies in Computational Intelligence, 2012, Pages 359 - 366)
  Ramasso, Emmanuel | Zerhouni, Noureddine | Denoeux, Thierry
  
  pdf | bibtex@incollection{ramasso:hal-00719577, title = {Partially-Hidden Markov Models}, author = {Ramasso, Emmanuel and Zerhouni, Noureddine and Denoeux, Thierry}, year = {2012}, booktitle = {Belief Functions : Theory and Applications, AISC 164. Proceedings of the 2nd International Confferencr on Belief Functions, Compi\`egne, 9-11 Mai 2012.}, editor = {T. Denoeux \& M.H. Masson}, pages = {359 - 366}, url = {https://publiweb.femto-st.fr/tntnet/entries/1543/documents/author/data}, doi = {10.1007/978-3-642-29461-7 42}, publisher = {Springer}, series = {Studies in Computational Intelligence} }
• incollection - Prognostic by classification of predictions combining similarity-based estimation and belief functions.
  Belief Functions : Theory and Applications, AISC 164. Proceedings of the 2nd International Conference on Belif Functions. Compiègne - 9-11 May 2012 (Publisher : The Asian Journal of TeX, Editor : T. Denoeux & M.H. Masson, 2012, Pages 61-68)
  Ramasso, Emmanuel | Rombaut, Michèle | Zerhouni, Noureddine
  
  pdf | bibtex@incollection{ramasso:hal-00719583, title = {Prognostic by classification of predictions combining similarity-based estimation and belief functions.}, author = {Ramasso, Emmanuel and Rombaut, Mich\`ele and Zerhouni, Noureddine}, year = {2012}, booktitle = {Belief Functions : Theory and Applications, AISC 164. Proceedings of the 2nd International Conference on Belif Functions. Compi\`egne - 9-11 May 2012}, editor = {T. Denoeux \& M.H. Masson}, pages = {61-68}, url = {https://publiweb.femto-st.fr/tntnet/entries/1542/documents/author/data}, doi = {10.1007/978-3-642-29461-7 7}, publisher = {The Asian Journal of TeX} }
• inproceedings - Features Selection Procedure for Prognostics: An Approach Based on Predictability
  Supervision and Safety of Technical Processes. / Mexico City, Mexique (Volume sur CD ROM, 2012, Pages pages 25-30)
  Javed, Kamran | Gouriveau, Rafael | Zemouri, Ryad | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{javed:hal-00734037, title = {Features Selection Procedure for Prognostics: An Approach Based on Predictability}, author = {Javed, Kamran and Gouriveau, Rafael and Zemouri, Ryad and Zerhouni, Noureddine}, year = {2012}, address = {Mexico City, Mexique}, booktitle = {Supervision and Safety of Technical Processes.}, pages = {25-30}, url = {https://publiweb.femto-st.fr/tntnet/entries/1518/documents/author/data}, volume = {sur CD ROM} }

2011 (8)

• inproceedings - CNC machine tool health assessment using Dynamic Bayesian Networks.
  18th World Congress of the International Federation of Automatic Control (IFAC 2011) / Milan, Italy (2011, Pages pages 1-6)
  Tobon Mejia, Diego Alejandro | Medjaher, Kamal | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{d34ad792-2221-401f-9ad1-5f536e867ce4, title = {CNC machine tool health assessment using Dynamic Bayesian Networks.}, author = {Tobon Mejia, Diego Alejandro and Medjaher, Kamal and Zerhouni, Noureddine}, year = {2011}, address = {Milan, Italy}, booktitle = {18th World Congress of the International Federation of Automatic Control (IFAC 2011)}, month = {aug}, pages = {1-6}, url = {https://publiweb.femto-st.fr/tntnet/entries/9786/documents/author/data} }
• inproceedings - A component based system for S-maintenance
  INDIN'11, Conference on Industrial Informatics / Lisbon, Portugal (2011, Pages pages 519-526)
  Karray, Hedi | Morello, Brigitte | Lang, Christophe | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{hkcmlz11:ip, title = {A component based system for S-maintenance}, author = {Hedi Karray, Mohamed and Chebel-Morello, Brigitte and Lang, Christophe and Zerhouni, Noureddine}, year = {2011}, address = {Lisbon, Portugal}, booktitle = {INDIN'11, Conference on Industrial Informatics}, month = {jul}, pages = {519-526}, url = {http://hal.archives-ouvertes.fr/hal-00612653}, doi = {10.1109/INDIN.2011.6034934} }
• inproceedings - A component based system for S-maintenance.
  Conference on Industrial Informatics, INDIN'11. / Caparica, Lisbon, Portugal (Volume 1, 2011, Pages pages 1-8)
  Karray, Hedi | Morello, Brigitte | Lang, Christophe | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{hedikarray:hal-00612653, title = {A component based system for S-maintenance.}, author = {Karray, Hedi and Morello, Brigitte and Lang, Christophe and Zerhouni, Noureddine}, year = {2011}, address = {Caparica, Lisbon, Portugal}, booktitle = {Conference on Industrial Informatics, INDIN'11.}, editor = {IEEE}, pages = {1-8}, url = {https://publiweb.femto-st.fr/tntnet/entries/1429/documents/author/data}, volume = {1} }
• inproceedings - Evidential Evolving Gustafson-Kessel Algorithm (E2GK) and its application to PRONOSTIA's Data Streams Partitioning.
  Conference on Decision and Control and European Control. / Orlando, Floride, {\'E}tats-Unis (Volume sur CD ROM, 2011, Pages pages 8273-8278)
  Serir, Lisa | Ramasso, Emmanuel | Nectoux, Patrick | Bauer, Olivier | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{serir:hal-00720008, title = {Evidential Evolving Gustafson-Kessel Algorithm (E2GK) and its application to PRONOSTIA's Data Streams Partitioning.}, author = {Serir, Lisa and Ramasso, Emmanuel and Nectoux, Patrick and Bauer, Olivier and Zerhouni, Noureddine}, year = {2011}, address = {Orlando, Floride, {\'E}tats-Unis}, booktitle = {Conference on Decision and Control and European Control.}, pages = {8273-8278}, url = {https://publiweb.femto-st.fr/tntnet/entries/1448/documents/author/data}, volume = {sur CD ROM} }
• inproceedings - E2GK-pro : An evidential evolving multimodeling approach for systems behavior prediction.
  Prognostics and Health Management Society, 2011. / Montr{\'e}al, Qu{\'e}bec, Canada (Volume sur CD ROM, 2011, Pages pages 85-93)
  Serir, Lisa | Ramasso, Emmanuel | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{serir:hal-00632175, title = {E2GK-pro : An evidential evolving multimodeling approach for systems behavior prediction.}, author = {Serir, Lisa and Ramasso, Emmanuel and Zerhouni, Noureddine}, year = {2011}, address = {Montr{\'e}al, Qu{\'e}bec, Canada}, booktitle = {Prognostics and Health Management Society, 2011.}, pages = {85-93}, url = {https://publiweb.femto-st.fr/tntnet/entries/1450/documents/author/data}, volume = {sur CD ROM} }
• inproceedings - Time-Sliced temporal evidential networks : the case of evidential HMM with application to dynamical system analysis.
  Prognostics and Health Management. / Denver - Colorado, {\'E}tats-Unis (Volume sur CD ROM, 2011, Pages pages 10 pages)
  Serir, Lisa | Ramasso, Emmanuel | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{serir:hal-00605846, title = {Time-Sliced temporal evidential networks : the case of evidential HMM with application to dynamical system analysis.}, author = {Serir, Lisa and Ramasso, Emmanuel and Zerhouni, Noureddine}, year = {2011}, address = {Denver - Colorado, {\'E}tats-Unis}, booktitle = {Prognostics and Health Management.}, editor = {IEEE Catalog Number : CPF11PHM-CDR}, pages = {10 pages}, url = {https://publiweb.femto-st.fr/tntnet/entries/1451/documents/author/data}, volume = {sur CD ROM} }
• inproceedings - E2GK : Evidential evolving Gustafsson-Kessel algorithm for data streams partitioning using belief functions
  Lecture Notes in Artificial Intelligence / Belfast, Nothern Ireland, Royaume-Uni (Volume LNAI, Issue 6717, 2011, Pages pages 326 - 337)
  Serir, Lisa | Ramasso, Emmanuel | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{serir:hal-00603956, title = {E2GK : Evidential evolving Gustafsson-Kessel algorithm for data streams partitioning using belief functions}, author = {Serir, Lisa and Ramasso, Emmanuel and Zerhouni, Noureddine}, year = {2011}, address = {Belfast, Nothern Ireland, Royaume-Uni}, booktitle = {Lecture Notes in Artificial Intelligence}, editor = {Weiru Liu - SPRINGER}, number = {6717}, pages = {326 - 337}, url = {https://publiweb.femto-st.fr/tntnet/entries/1452/documents/author/data}, volume = {LNAI} }
• inproceedings - Joint prediction of observations and states : a partially supervised prognostics approach based on belief functions and K-nearest neighbours
  4th International Conference of the European Research Consortium for Informatics and Mathematics (ERCIM 2011) on Computing & Statistics jointly with the 5th CSDA International Conference on Computational and Financial Econometrics (CFE 2011) / London, United Kingdom (2011)
  Ramasso, Emmanuel | Rombaut, Michèle | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{ramasso:hal-00690686, title = {Joint prediction of observations and states : a partially supervised prognostics approach based on belief functions and K-nearest neighbours}, author = {Ramasso, Emmanuel and Rombaut, Mich\`ele and Zerhouni, Noureddine}, year = {2011}, address = {London, United Kingdom}, booktitle = {4th International Conference of the European Research Consortium for Informatics and Mathematics (ERCIM 2011) on Computing \& Statistics jointly with the 5th CSDA International Conference on Computational and Financial Econometrics (CFE 2011)}, month = {Oct}, url = {http://hal.archives-ouvertes.fr/hal-00690686} }

2007 (6)

• article - Scoop Methodology: Modeling, Simulation And Analysis For Cooperative Systems
  Journal of Software (JSW) (Volume 2, Issue (4), oct 2007, Pages :32 - 42)
  Saint-Voirin, David | Lang, Christophe | Guyennet, Hervé | Zerhouni, Noureddine
  
  pdf
• inproceedings - Mobile Effect Reduction in Data-Centric Storage for Wireless Sensor Networks
  IE'07, 3rd int. conf. on Intelligent Environments / Ulm, Germany (2007, Pages pages 304--311)
  Guyennet, Hervé | Le, Hung-Cuong | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{lgz07b:ip, title = {Mobile Effect Reduction in Data-Centric Storage for Wireless Sensor Networks}, author = {Le, Hung-Cuong and Guyennet, Herv\'e and Zerhouni, Noureddine}, year = {2007}, address = {Ulm, Germany}, booktitle = {IE'07, 3rd int. conf. on Intelligent Environments}, month = {sep}, pages = {304--311}, url = {https://publiweb.femto-st.fr/tntnet/entries/181/documents/author/data} }
• inproceedings - A New Contention Access Method for Collision Avoidance in Wireless Sensor Networks
  ICN'07, 6th int. conf. on Networking / Sainte-Luce, Martinique, France (2007, Pages pages 27--34)
  Guyennet, Hervé | Le, Hung-Cuong | Zerhouni, Noureddine
  
  pdf | doi | bibtex@inproceedings{lgz07a:ip, title = {A New Contention Access Method for Collision Avoidance in Wireless Sensor Networks}, author = {Le, Hung-Cuong and Guyennet, Herv\'e and Zerhouni, Noureddine}, year = {2007}, address = {Sainte-Luce, Martinique, France}, booktitle = {ICN'07, 6th int. conf. on Networking}, editor = {Cosmin Dini and Zdenek Smekal and Emanuel Lochin and Pramode Verma}, month = {apr}, pages = {27--34}, url = {https://publiweb.femto-st.fr/tntnet/entries/174/documents/author/data}, doi = {10.1109/ICN.2007.4} }
• article - Redundant Communication Avoidance for Event-Driven Sensor Network
  International Journal of Computer Science and Network Security (IJCSNS) (Volume 7, Issue (3), mar 2007, Pages :193 - 200)
  Le Hung, Cuong | Guyennet, Hervé | Zerhouni, Noureddine
  
• inproceedings - Scoop: a complete methodology for cooperative systems modeling and analysis
  ICCGI'07, 2nd IEEE Int. Conf. on Computing in the Global Information Technology Challanges for the Next Generation of IT and C / Guadeloupe, France (2007, Pages pages 47--54)
  Guyennet, Hervé | Lang, Christophe | Saint-Voirin, David | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{svlgz07:ip, title = {Scoop: a complete methodology for cooperative systems modeling and analysis}, author = {Saint-Voirin, David and Lang, Christophe and Guyennet, Herv\'e and Zerhouni, Noureddine}, year = {2007}, address = {Guadeloupe, France}, booktitle = {ICCGI'07, 2nd IEEE Int. Conf. on Computing in the Global Information Technology Challanges for the Next Generation of IT and C}, month = {mar}, pages = {47--54}, url = {https://publiweb.femto-st.fr/tntnet/entries/168/documents/author/data} }
• inproceedings - A Low Latency MAC Scheme for Event-Driven Wireless Sensor Networks
  MSN'07, Mobile Ad-Hoc and Sensor Network / Beijing, China (2007, Pages pages 291--301)
  Felea, Violeta | Guyennet, Hervé | Le, Hung-Cuong | Zerhouni, Noureddine
  
  pdf | bibtex@inproceedings{lgfz07:ip, title = {A Low Latency MAC Scheme for Event-Driven Wireless Sensor Networks}, author = {Le, Hung-Cuong and Guyennet, Herv\'e and Felea, Violeta and Zerhouni, Noureddine}, year = {2007}, address = {Beijing, China}, booktitle = {MSN'07, Mobile Ad-Hoc and Sensor Network}, pages = {291--301}, url = {https://publiweb.femto-st.fr/tntnet/entries/191/documents/author/data} }

2006 (2)

• inproceedings - Over-hearing for Energy Efficient in Event-Driven Wireless Sensor Network
  International Conference on Mobile Ad Hoc and Sensor Systems (MOBHOC 2006) / Vancouver, Canada (2006, Pages pages 633 - 638)
  Le, Hung-Cuong | Guyennet, Hervé | Zerhouni, Noureddine
  
  doi | bibtex@inproceedings{lgz06:ip, title = {Over-hearing for Energy Efficient in Event-Driven Wireless Sensor Network}, author = {Le, Hung-Cuong and Guyennet, Herv\'e and Zerhouni, Noureddine}, year = {2006}, address = {Vancouver, Canada}, booktitle = {International Conference on Mobile Ad Hoc and Sensor Systems (MOBHOC 2006)}, month = {oct}, pages = {633 - 638}, doi = {10.1109/MOBHOC.2006.278625} }
• inproceedings - Cooperative systems modeling, example of a cooperative e-maintenance system
  DFMA'06, Procs of the 2nd IEEE Int. Conf. on Distributed Frameworks for Multimedia Applications / Penang, Malaysia (2006, Pages pages 83--90)
  Saint-Voirin, David | Zerhouni, Noureddine
  
  bibtex@inproceedings{svz06:ip, title = {Cooperative systems modeling, example of a cooperative e-maintenance system}, author = {Saint-Voirin, David and Zerhouni, Noureddine}, year = {2006}, address = {Penang, Malaysia}, booktitle = {DFMA'06, Procs of the 2nd IEEE Int. Conf. on Distributed Frameworks for Multimedia Applications}, month = {may}, pages = {83--90} }

2004 (1)

• article - A new Industrial Cooperative tele-maintenance Platform
  Computers & Industrial Engineering (Volume 46, Issue (4), jul 2004, Pages :851 - 864)
  Garcia, Eric | Guyennet, Hervé | Lapayre, Jean-Christophe | Zerhouni, Noureddine
  
  doi