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Noureddine Zerhouni

Publications de Noureddine Zerhouni

2020 (7)

  • 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)
    Bougacha, Omar | Varnier, Christophe | Zerhouni, Noureddine | Dersin, Pierre
    pdf | bibtex
  • 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)
    Zemouri, Ryad | Al Masry, Zeina | Remadna, Ikram | Terrissa, Labib | Zerhouni, Noureddine
    pdf | bibtex
  • 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
    doi | bibtex
  • article - "Prediction of Oncotype DX recurrence score using deep multi-layer perceptrons in estrogen receptor positive, HER2 negative breast cancer"
    Breast Cancer (may 2020)
    Baltres, Aline | Al Masry, Zeina | Zemouri, Ryad | Valmary Degano, Séverine | Arnould, L. | Zerhouni, Noureddine | Monnin-Devalland, C.
    doi | bibtex
  • inproceedings - A Feature-Based Prognostics Strategy for PEM Fuel Cell Operated under Dynamic Conditions
    International Conference on Prognostics and Health Management (PHM 2020) / Besançon, France (2020, Pages pages 122 - 127)
    Yue, Meiling | Li, Zhongliang | Roche, Robin | Jemei, Samir | Zerhouni, Noureddine
    doi | bibtex
  • inproceedings - Skin cancer and deep learning for dermoscopic images classification: A pilot study.
    (Volume 38, 2020)
    Belaala, Abir | Bourezane, Yazid | Terrissa, Labib | Al Masry, Zeina | Zerhouni, Noureddine
    pdf | doi | bibtex
  • inproceedings - On the Use of Prognostics and Health Management to Jointly Schedule Production and Maintenance on a Single Multi-purpose Machine
    International Conference on Prognostics and Health Management (PHM 2020) / Besançon, France (2020, Pages pages 142 - 147)
    Bougacha, Omar | Varnier, Christophe | Zerhouni, Noureddine
    pdf | doi | bibtex

2019 (13)

  • 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 | bibtex
  • 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 - 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
  • 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 | bibtex
  • inproceedings - Firemen prediction by using neural networks: a real case study
    Intelligent Systems Conference (IntelliSys 2019) / London, United Kingdom (2019, Pages pages 541 - 552)
    Guyeux, Christophe | Nicod, Jean-Marc | Varnier, Christophe | Al Masry, Zeina | Zerhouni, Noureddine | Omri, Nabil | Royer, Guillaume
    pdf | bibtex
  • 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 - 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 - 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 - A Predictive Decision Approach for Firefighters Using Variable Selection Technique
    2019 International Conference on Prognostics and Health Management (PHM 2019) / Paris, France (2019, Pages pages 258 - 263)
    Hadad, Dani | Al Masry, Zeina | Nicod, Jean-Marc | Varnier, Christophe | Zerhouni, Noureddine
    doi | bibtex
  • inproceedings - Data Management Requirements for PHM Implementation in SMEs
    2019 International Conference on Prognostics and Health Management (PHM 2019) / Paris, France (2019, Pages pages 232 - 238)
    Omri, Nabil | Al Masry, Zeina | Giampiccolo, Sylvain | Mairot, N. | Zerhouni, Noureddine
    pdf | doi | bibtex
  • 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 | bibtex
  • 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
  • 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 | bibtex

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, S.
    pdf | bibtex
  • 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 | bibtex
  • 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 - 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 - 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
  • 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 | bibtex
  • 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 | bibtex
  • 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
    doi | bibtex
  • 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 - 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 - 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
  • article - An efficient cloud prognostic approach for aircraft engines fleet trending
    International Journal of Computers and Applications, ISMM (jun 2018, Pages pp 1 - 16)
    Bouzidi, Zahra | Terrissa, Labib | Zerhouni, Noureddine | Ayad, Soheyb
    pdf | doi | bibtex
  • 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
  • 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
  • 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 | bibtex
  • 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 - 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 - 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

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
  • 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)
    Ladj, Asma | Varnier, Christophe | Benbouzid-Sitayeb, Fatima | Zerhouni, Noureddine
    pdf | bibtex
  • 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
  • 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
    bibtex
  • article - Prognostics and Health Management for an Overhead Contact Line System - A Review
    International Journal of Prognostics and Health Management (Volume 8, sep 2017)
    Brahimi, Mehdi | Medjaher, Kamal | Leouatni Mohammed | Zerhouni, Noureddine
    pdf | bibtex
  • inproceedings - Predictive maintenance of moving systems
    / Harbin - Chine (2017, Pages pages 20 - 25)
    Herr, Nathalie | Nicod, Jean-Marc | Varnier, Christophe | Zerhouni, Noureddine | Dersin, Pierre
    pdf | bibtex
  • 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 - Experimental Monitoring Data for Prognostics and Health Management of MEMS
    / Barcelone, Espagne (2017)
    Skima, Haithem | Medjaher, Kamal | Varnier, Christophe | Zerhouni, Noureddine
    pdf | bibtex
  • 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 | bibtex
  • 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
  • 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 | bibtex
  • 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 | bibtex
  • 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 | bibtex
  • 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 | bibtex

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 | bibtex
  • inproceedings - Critical components selection for a Prognostics and Health Management system design: an application to an overhead contact
    (2016)
    Brahimi, Mehdi | Medjaher, Kamal | Leouatni Mohammed | Zerhouni, Noureddine
    pdf | bibtex
  • 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 - Development of a Prognostics and Health Management system for the railway infrastructure – Review and methodology
    / Chendgu (2016, Pages pages 1 - 8)
    Brahimi, Mehdi | Medjaher, Kamal | Leouatni Mohammed | Zerhouni, Noureddine
    pdf | doi | bibtex
  • 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 - 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 - 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
  • book - From Prognostics and Health Systems Management to Predictive Maintenance 1: Monitoring and Prognostics
    (Volume volume 4, Edition : Wiley-ISTE, oct 2016, Pages 182)
    Gouriveau, Rafael | Medjaher, Kamal | Zerhouni, Noureddine
    pdf | doi | bibtex
  • 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 | bibtex
  • 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 | bibtex
  • 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
  • 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 | bibtex
  • inproceedings - An IoT-based solution for Post-Prognostics Decision in Cloud computing environment
    / Montréal, Canada (Series In proceeding of Innovation in technology for performant systems, 2016)
    Terrissa, Labib | MERAGHNI, Safa | Zerhouni, Noureddine | Varnier, Christophe | Ayad, Soheyb
    pdf | bibtex
  • inproceedings - A Decison-Making Approach for Job Shop Scheduling with Job Depending Degradation and PredictiveMaintenance
    (Volume 49, Issue 12, 2016, Pages pages 1490 - 1495)
    Fitouri, Cyrine | Fnaiech, Nader | Varnier, Christophe | Fnaiech, Farhat | Zerhouni, Noureddine
    pdf | doi | bibtex
  • inproceedings - Neuro-fuzzy model for Prognostic as a Service in private cloud computing.
    The 2nd International Conference on Cloud Computing Technologies and Applications, CloudTech'16. / Marrakesh, Maroc (2016, Pages pages 1-8)
    Bouzidi, Zahra | Terrissa, Labib | Lahmadi, Ahmed | Zerhouni, Noureddine | Gouriveau, Rafael
    pdf | bibtex
  • inproceedings - A Post-Prognostics Decision framework for cell site maintenance using Cloud Computing and Internet of Things
    / Marrakech, Maroc (2016)
    MERAGHNI, Safa | Terrissa, Labib | Zerhouni, Noureddine | Varnier, Christophe | Ayad, Soheyb
    pdf | bibtex
  • 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 | bibtex
  • 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
  • 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 | bibtex
  • 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 | bibtex
  • 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 | bibtex
  • 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
  • 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 | bibtex
  • 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

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 | bibtex
  • 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
  • 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 | bibtex
  • 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 - 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 - 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
  • 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 | bibtex
  • 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 - 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
  • 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 | bibtex
  • 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 - 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 - 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
  • 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 | bibtex
  • 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 | Zerhouni, Noureddine
    pdf | doi | bibtex
  • 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 | bibtex
  • 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 - 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 - 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
  • 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 | bibtex
  • 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 | bibtex

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 - 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 - 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 | Zerhouni, Noureddine
    bibtex
  • 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 | bibtex
  • 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 - 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 - 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 - 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 - 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 | Zerhouni, Noureddine
    pdf | bibtex
  • 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 - 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 - 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. - Enhancing Safety, Efficiency, Availability and Effectiveness of Systems through PHM Technology and Application. / Cheney WA, United States (2014, Pages pages 6)
    Jouin, Marine | Gouriveau, Rafael | Hissel, Daniel | Péra, Marie-Cécile | Zerhouni, Noureddine
    pdf | doi | bibtex
  • 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 - 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 - 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 - ANOVA Method Applied to PEMFC Ageing Forecasting Using an Echo State Network
    11th 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
  • 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 | bibtex
  • 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 | bibtex
  • 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 | bibtex

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 | bibtex
  • 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 | bibtex
  • inproceedings - Fuel Cells prognostics using Echo State Network
    Proceedings of the IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society / Vienna, Austria (2013, Pages pages 1630 - 1635)
    Morando, Simon | Jemei, Samir | Gouriveau, Rafael | Zerhouni, Noureddine | Hissel, Daniel
    pdf | bibtex
  • 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
  • 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 | bibtex
  • 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 | bibtex
  • 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 | bibtex
  • article - Framework for a hybrid prognostics.
    Chemical Engineering Transactions (Volume 33, sep 2013, Pages :91-96)
    Medjaher, Kamal | Zerhouni, Noureddine
    pdf | doi | bibtex
  • 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 | bibtex
  • 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 | bibtex
  • 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 - 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 - 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 | Zerhouni, Noureddine
    pdf | bibtex
  • 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 | bibtex
  • 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 | bibtex
  • 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 | bibtex

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 | bibtex
  • 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 - 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 | Zerhouni, Noureddine
    pdf | bibtex
  • 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 | bibtex
  • 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 | bibtex
  • 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 | bibtex
  • 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 | bibtex
  • 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 | bibtex
  • 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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
  • 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 - 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
  • 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

2011 (7)

  • 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 - 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 - 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 - 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 - 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 - 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 - 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

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)
    Guyennet, Hervé | Lang, Christophe | Saint-Voirin, David | Zerhouni, Noureddine
    pdf | bibtex
  • 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
    bibtex
  • 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
  • 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)
    Guyennet, Hervé | Le, Hung-Cuong | Zerhouni, Noureddine
    bibtex
  • 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
    bibtex
  • 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
    bibtex

2006 (2)

  • inproceedings - Over-hearing for Energy Efficient in Event-Driven Wireless Sensor Network
    IST-WSN'06, 1st IEEE Int. Workshop on Intelligent Systems Techniques for Wireless Sensor Networks, part of MASS 2006, 3rd IEEE Int. Conf. on Mobile Ad-hoc and Sensor Systems / Vancouver, Canada (2006, Pages pages 633--638)
    Guyennet, Hervé | Le, Hung-Cuong | Zerhouni, Noureddine
    bibtex
  • 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