Noureddine Zerhouni

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 37

Top Venues

Publications

Raniya Ketfi, Zeina Al Masry, Noureddine Zerhouni, Catherine Gay, Christine Devalland
Breast Cancer Detection Using Smart Wearable Devices with Thermal Sensors. BIOSTEC (1) (2024)
Firas Ketata, Zeina Al Masry, Slim Yacoub, Noureddine Zerhouni
A Methodology for Reliability Analysis of Explainable Machine Learning: Application to Endocrinology Diseases. IEEE Access 12 (2024)
Jinlong Kang, Zeina Al Masry, Christophe Varnier, Ahmed Mosallam, Noureddine Zerhouni
A data quality management framework for equipment failure risk estimation: Application to the oil and gas industry. Eng. Appl. Artif. Intell. 136 (2024)
Ikram Remadna, Labib Sadek Terrissa, Zeina Al Masry, Noureddine Zerhouni
RUL Prediction Using a Fusion of Attention-Based Convolutional Variational AutoEncoder and Ensemble Learning Classifier. IEEE Trans. Reliab. 72 (1) (2023)
Ikram Maouche, Labib Sadek Terrissa, Karima Benmohammed, Noureddine Zerhouni
An Explainable AI Approach for Breast Cancer Metastasis Prediction Based on Clinicopathological Data. IEEE Trans. Biomed. Eng. 70 (12) (2023)
Salima Attache, Ikram Remadna, Labib Sadek Terrissa, Ikram Maouche, Noureddine Zerhouni
IoT Based Prediction of Active and Passive Earth Pressure Coefficients Using Artificial Neural Networks. NETYS (2022)
Juan Zuluaga-Gomez, Noureddine Zerhouni, Zeina Al Masry, Christine Devalland, Christophe Varnier
A Survey of Breast Cancer Screening Techniques: Thermography and Electrical Impedance Tomography. CoRR (2022)
M. Soualhi, Noureddine Zerhouni, Abdenour Soualhi, Kamel Eddine Hemsas, Thi Phuong Khanh Nguyen, Kamal Medjaher
Detection and Diagnostics of Combined Bearing and Gear Faults Using Electrical Health Indicator. CoDIT (2022)
Khaled Benaggoune, Zeina Al Masry, Jian Ma, Christine Devalland, Leila Hayet Mouss, Noureddine Zerhouni
A deep learning pipeline for breast cancer ki-67 proliferation index scoring. CoRR (2022)
Ikram Remadna, Labib Sadek Terrissa, M. Sayah, Soheyb Ayad, Noureddine Zerhouni
Boosting RUL Prediction Using a Hybrid Deep CNN-BLSTM Architecture. Autom. Control. Comput. Sci. 56 (4) (2022)
Mohamed Sayah, Djillali Guebli, Noureddine Zerhouni, Zeina Al Masry
Deep LSTM Enhancement for RUL Prediction Using Gaussian Mixture Models. Autom. Control. Comput. Sci. 55 (1) (2021)
Safa Meraghni, Khaled Benaggoune, Zeina Al Masry, Labib Sadek Terrissa, Christine Devalland, Noureddine Zerhouni
Towards Digital Twins Driven Breast Cancer Detection. SAI (3) (2021)
Nabil Omri, Zeina Al Masry, N. Mairot, S. Giampiccolo, Noureddine Zerhouni
Towards an adapted PHM approach: Data quality requirements methodology for fault detection applications. Comput. Ind. 127 (2021)
Abir Belaala, Labib Sadek Terrissa, Noureddine Zerhouni, Christine Devalland
Computer-Aided Diagnosis for Spitzoid Lesions Classification Using Artificial Intelligence Techniques. Int. J. Heal. Inf. Syst. Informatics 16 (1) (2021)
Ryad Zemouri, Nabil Omri, Farhat Fnaiech, Noureddine Zerhouni, Nader Fnaiech
A new growing pruning deep learning neural network algorithm (GP-DLNN). Neural Comput. Appl. 32 (24) (2020)
Vepa Atamuradov, Kamal Medjaher, Fatih Camci, Noureddine Zerhouni, Pierre Dersin, Benjamin Lamoureux
Machine Health Indicator Construction Framework for Failure Diagnostics and Prognostics. J. Signal Process. Syst. 92 (6) (2020)
Abir Belaala, Labib Sadek Terrissa, Noureddine Zerhouni, Christine Devalland
Computer Aided Diagnosis for Spitzoid lesions classification using Artificial Intelligence techniques. CoRR (2020)
Salma Harrath, Jaouher Ben Ali, Taoufik Zouaghi, Noureddine Zerhouni
A New Adaptive Prognostic Strategy Based on Online Future Evaluation and Extended Kalman Filtering. CoDIT (2019)
Juan Zuluaga-Gomez, Zeina Al Masry, Khaled Benaggoune, Safa Meraghni, Noureddine Zerhouni
A CNN-based methodology for breast cancer diagnosis using thermal images. CoRR (2019)
Jacques M. Bahi, Wiem Elghazel, Christophe Guyeux, Mourad Hakem, Kamal Medjaher, Noureddine Zerhouni
Reliable diagnostics using wireless sensor networks. Comput. Ind. 104 (2019)
Vepa Atamuradov, Kamal Medjaher, Fatih Camci, Pierre Dersin, Noureddine Zerhouni
Railway Point Machine Prognostics Based on Feature Fusion and Health State Assessment. IEEE Trans. Instrum. Meas. 68 (8) (2019)
Vepa Atamuradov, Kamal Medjaher, Fatih Camci, Noureddine Zerhouni, Pierre Dersin, Benjamin Lamoureux
Feature selection and fault-severity classification-based machine health assessment methodology for point machine sliding-chair degradation. Qual. Reliab. Eng. Int. 35 (4) (2019)
Meiling Yue, Samir Jemei, Noureddine Zerhouni
Health-Conscious Energy Management for Fuel Cell Hybrid Electric Vehicles Based on Prognostics-Enabled Decision-Making. IEEE Trans. Veh. Technol. 68 (12) (2019)
Safa Meraghni, Labib Sadek Terrissa, Soheyb Ayad, Noureddine Zerhouni, Christophe Varnier
Post-prognostics decision in Cyber-Physical Systems. CoRR (2018)
Kamran Javed, Rafael Gouriveau, Xiang Li, Noureddine Zerhouni
Tool wear monitoring and prognostics challenges: a comparison of connectionist methods toward an adaptive ensemble model. J. Intell. Manuf. 29 (8) (2018)
Wiem Elghazel, Jacques M. Bahi, Christophe Guyeux, Mourad Hakem, Kamal Medjaher, Noureddine Zerhouni
Dependability of Sensor Networks for Industrial Prognostics and Health Management. CoRR (2017)
Tarak Benkedjouh, Noureddine Zerhouni, Saïd Rechak
Bearings Prognostics based on Blind Sources Separation and Robust Correlation Analysis. ICINCO (1) (2017)
Zohra Bouzidi, Labib Sadek Terrissa, Ahmed Lahmadi, Noureddine Zerhouni, Soheyb Ayad
The performance measure of a data driven prognostic system: Application to an aircraft engine. CoDIT (2017)
Haithem Skima, Kamal Medjaher, Christophe Varnier, Noureddine Zerhouni
Experimental monitoring data for prognostics and health management of MEMS. CoDIT (2017)
Racha Khelif, Brigitte Chebel-Morello, Simon Malinowski, Emna Laajili, Farhat Fnaiech, Noureddine Zerhouni
Direct Remaining Useful Life Estimation Based on Support Vector Regression. IEEE Trans. Ind. Electron. 64 (3) (2017)
Simon Morando, Samir Jemei, Daniel Hissel, Rafael Gouriveau, Noureddine Zerhouni
ANOVA method applied to proton exchange membrane fuel cell ageing forecasting using an echo state network. Math. Comput. Simul. 131 (2017)
A. Mosallam, Kamal Medjaher, Noureddine Zerhouni
Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction. J. Intell. Manuf. 27 (5) (2016)
Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni, Daniel Hissel
PEM fuel cell prognostics under variable load: A data-driven ensemble with new incremental learning. CoDIT (2016)
Labib Sadek Terrissa, Safa Meraghni, Zahra Bouzidi, Noureddine Zerhouni
A new approach of PHM as a service in cloud computing. CIST (2016)
Marine Jouin, Rafael Gouriveau, Daniel Hissel, Marie-Cécile Péra, Noureddine Zerhouni
Joint Particle Filters Prognostics for Proton Exchange Membrane Fuel Cell Power Prediction at Constant Current Solicitation. IEEE Trans. Reliab. 65 (1) (2016)
Jacques M. Bahi, Wiem Elghazel, Christophe Guyeux, Mohammed Haddad, Mourad Hakem, Kamal Medjaher, Noureddine Zerhouni
Resiliency in Distributed Sensor Networks for Prognostics and Health Management of the Monitoring Targets. Comput. J. 59 (2) (2016)
Marine Jouin, Rafael Gouriveau, Daniel Hissel, Marie-Cécile Péra, Noureddine Zerhouni
Degradations analysis and aging modeling for health assessment and prognostics of PEMFC. Reliab. Eng. Syst. Saf. 148 (2016)
Simon Malinowski, Brigitte Chebel-Morello, Noureddine Zerhouni
Remaining useful life estimation based on discriminating shapelet extraction. Reliab. Eng. Syst. Saf. 142 (2015)
Elodie Lechartier, Rafael Gouriveau, Marie-Cécile Péra, Daniel Hissel, Noureddine Zerhouni
Parametric sensitivity analysis of a PEMFC physics-based model developed for prognostics. ICPHM (2015)
Brigitte Chebel-Morello, Mohamed Karim Haouchine, Noureddine Zerhouni
Case-based maintenance: Structuring and incrementing the case base. Knowl. Based Syst. 88 (2015)
Abdenour Soualhi, Kamal Medjaher, Noureddine Zerhouni
Bearing Health Monitoring Based on Hilbert-Huang Transform, Support Vector Machine, and Regression. IEEE Trans. Instrum. Meas. 64 (1) (2015)
Wiem Elghazel, Jacques M. Bahi, Christophe Guyeux, Mourad Hakem, Kamal Medjaher, Noureddine Zerhouni
Dependability of wireless sensor networks for industrial prognostics and health management. Comput. Ind. 68 (2015)
Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni
A New Multivariate Approach for Prognostics Based on Extreme Learning Machine and Fuzzy Clustering. IEEE Trans. Cybern. 45 (12) (2015)
Tarak Benkedjouh, Kamal Medjaher, Noureddine Zerhouni, Saïd Rechak
Health assessment and life prediction of cutting tools based on support vector regression. J. Intell. Manuf. 26 (2) (2015)
Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni, Patrick Nectoux
Enabling Health Monitoring Approach Based on Vibration Data for Accurate Prognostics. IEEE Trans. Ind. Electron. 62 (1) (2015)
Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni, Daniel Hissel
Improving accuracy of long-term prognostics of PEMFC stack to estimate remaining useful life. ICIT (2015)
Simon Malinowski, Brigitte Chebel-Morello, Noureddine Zerhouni
Shapelet-based remaining useful life estimation. CASE (2014)
Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni
SW-ELM: A summation wavelet extreme learning machine algorithm with a priori parameter initialization. Neurocomputing 123 (2014)
Mohamed-Hedi Karray, Brigitte Chebel-Morello, Noureddine Zerhouni
PETRA: Process Evolution using a TRAce-based system on a maintenance platform. Knowl. Based Syst. 68 (2014)
Kamal Medjaher, Haithem Skima, Noureddine Zerhouni
Condition assessment and fault prognostics of microelectromechanical systems. Microelectron. Reliab. 54 (1) (2014)
Racha Khelif, Simon Malinowski, Brigitte Chebel-Morello, Noureddine Zerhouni
RUL prediction based on a new similarity-instance based approach. ISIE (2014)
Brigitte Chebel-Morello, Mohamed Karim Haouchine, Noureddine Zerhouni
Reutilization of diagnostic cases by adaptation of knowledge models. Eng. Appl. Artif. Intell. 26 (10) (2013)
Tarak Benkedjouh, Kamal Medjaher, Noureddine Zerhouni, Saïd Rechak
Remaining useful life estimation based on nonlinear feature reduction and support vector regression. Eng. Appl. Artif. Intell. 26 (7) (2013)
Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni
Novel failure prognostics approach with dynamic thresholds for machine degradation. IECON (2013)
Simon Morando, Samir Jemei, Rafael Gouriveau, Noureddine Zerhouni, Daniel Hissel
Fuel Cells prognostics using echo state network. IECON (2013)
Kamal Medjaher, Noureddine Zerhouni, J. Baklouti
Data-driven prognostics based on health indicator construction: Application to PRONOSTIA's data. ECC (2013)
Emmanuel Ramasso, Michèle Rombaut, Noureddine Zerhouni
Joint Prediction of Continuous and Discrete States in Time-Series Based on Belief Functions. IEEE Trans. Cybern. 43 (1) (2013)
Fatih Camci, Kamal Medjaher, Noureddine Zerhouni, Patrick Nectoux
Feature Evaluation for Effective Bearing Prognostics. Qual. Reliab. Eng. Int. 29 (4) (2013)
Ryad A. Zemouri, Noureddine Zerhouni
Autonomous and adaptive procedure for cumulative failure prediction. Neural Comput. Appl. 21 (2) (2012)
Emmanuel Ramasso, Michèle Rombaut, Noureddine Zerhouni
Prognostic by Classification of Predictions Combining Similarity-Based Estimation and Belief Functions. Belief Functions (2012)
Rafael Gouriveau, Noureddine Zerhouni
Connexionist-Systems-Based Long Term Prediction Approaches for Prognostics. IEEE Trans. Reliab. 61 (4) (2012)
Emmanuel Ramasso, Thierry Denoeux, Noureddine Zerhouni
Partially-Hidden Markov Models. Belief Functions (2012)
Lisa Serir, Emmanuel Ramasso, Noureddine Zerhouni
Evidential evolving Gustafson-Kessel algorithm for online data streams partitioning using belief function theory. Int. J. Approx. Reason. 53 (5) (2012)
Diego Alejandro Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni, Gerard Tripot
A Data-Driven Failure Prognostics Method Based on Mixture of Gaussians Hidden Markov Models. IEEE Trans. Reliab. 61 (2) (2012)
Kamal Medjaher, Diego Alejandro Tobon-Mejia, Noureddine Zerhouni
Remaining Useful Life Estimation of Critical Components With Application to Bearings. IEEE Trans. Reliab. 61 (2) (2012)
Mohamed-Hedi Karray, Brigitte Chebel-Morello, Noureddine Zerhouni
A formal ontology for industrial maintenance. Appl. Ontology 7 (3) (2012)
Nader Fnaiech, Hayfa Hammami, Amel Yahyaoui, Christophe Varnier, Farhat Fnaiech, Noureddine Zerhouni
New Hopfield Neural Network for joint Job Shop Scheduling of production and maintenance. IECON (2012)
Lisa Serir, Emmanuel Ramasso, Patrick Nectoux, Olivier Bauer, Noureddine Zerhouni
Evidential Evolving Gustafson-Kessel Algorithm (E2GK) and its application to PRONOSTIA's data streams partitioning. CDC/ECC (2011)
Fatima Benbouzid-Sitayeb, Sid Ali Guebli, Yassine Bessadi, Christophe Varnier, Noureddine Zerhouni
Joint scheduling of jobs and Preventive Maintenance operations in the flowshop sequencing problem: a resolution with sequential and integrated strategies. Int. J. Manuf. Res. 6 (1) (2011)
Brigitte Chebel-Morello, Mohamed Karim Haouchine, Noureddine Zerhouni
Adaptation based on Knowledge Models for Diagnostic Systems using Case-base Reasoning. KMIS (2011)
Mohamed El-Koujok, Rafael Gouriveau, Noureddine Zerhouni
Reducing arbitrary choices in model building for prognostics: An approach by applying parsimony principle on an evolving neuro-fuzzy system. Microelectron. Reliab. 51 (2) (2011)
Hafida Senoussi, Brigitte Chebel-Morello, Mouloud Denai, Noureddine Zerhouni
Feature selection for fault detection systems: Application to the Tennessee Eastman Process. CASE (2011)
Lisa Serir, Emmanuel Ramasso, Noureddine Zerhouni
E2GK: Evidential Evolving Gustafsson-Kessel Algorithm for Data Streams Partitioning Using Belief Functions. ECSQARU (2011)
Diego Alejandro Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni, Gerard Tripot
A mixture of Gaussians Hidden Markov Model for failure diagnostic and prognostic. CASE (2010)
Ryad A. Zemouri, Rafael Gouriveau, Noureddine Zerhouni
Defining and applying prediction performance metrics on a recurrent NARX time series model. Neurocomputing 73 (13-15) (2010)
Otilia Elena Dragomir, Rafael Gouriveau, Florin Dragomir, Eugenia Minca, Noureddine Zerhouni
Review of prognostic problem in condition-based maintenance. ECC (2009)
Ivana Rasovska, Brigitte Chebel-Morello, Noureddine Zerhouni
A mix method of knowledge capitalization in maintenance. J. Intell. Manuf. 19 (3) (2008)
Mohamed Karim Haouchine, Brigitte Chebel-Morello, Noureddine Zerhouni
Competence-Preserving Case-Deletion Strategy for Case Base Maintenance. ECCBR Workshops (2008)
Mohamed Karim Haouchine, Brigitte Chebel-Morello, Noureddine Zerhouni
Adaptation-Guided Retrieval for a Diagnostic and Repair Help System Dedicated to a Pallets Transfer. ECCBR Workshops (2008)
Ivana Rasovska, Brigitte Chebel-Morello, Noureddine Zerhouni
A Case Elaboration Methodology for a Diagnostic and Repair Help System Based on CBR. FLAIRS Conference (2007)
Hung-Cuong Le, Hervé Guyennet, Noureddine Zerhouni
A New Contention Access Method for Collision Avoidance in Wireless Sensor Networks. ICN (2007)
David Saint-Voirin, Christophe Lang, Hervé Guyennet, Noureddine Zerhouni
Scoop Methodology: Modeling, Simulation And Analysis For Cooperative Systems. J. Softw. 2 (4) (2007)
Hung-Cuong Le, Hervé Guyennet, Violeta Felea, Noureddine Zerhouni
A Low Latency MAC Scheme for Event-Driven Wireless Sensor Networks. MSN (2007)
Hung-Cuong Le, Hervé Guyennet, Noureddine Zerhouni
Over-hearing for Energy Efficient in Event-Driven Wireless Sensor Network. MASS (2006)
Thomas Bangemann, Xavier Rebeuf, Denis Reboul, Andreas Schulze, Jacek Szymanski, Jean-Pierre Thomesse, Mario Thron, Noureddine Zerhouni
PROTEUS - Creating distributed maintenance systems through an integration platform. Comput. Ind. 57 (6) (2006)
N. Palluat, Daniel I. Racoceanu, Noureddine Zerhouni
A neuro-fuzzy monitoring system: Application to flexible production systems. Comput. Ind. 57 (6) (2006)
N. Palluat, Daniel I. Racoceanu, Noureddine Zerhouni
Utilisation des réseaux de neurones temporels pour le pronostic et la surveillance dynamique. Etude comparative de trois réseaux de neurones récurrents. Rev. d'Intelligence Artif. 19 (6) (2005)
David Saint-Voirin, Christophe Lang, Noureddine Zerhouni
Distributed Cooperative Systems Meta-Model for Maintenance Using Petri Nets and Multi-Agent Systems. DFMA (2005)
David Saint-Voirin, Christophe Lang, Noureddine Zerhouni, Hervé Guyennet
Cooperative systems modeling, example of a cooperative e-maintenance system. CIRA (2005)
Maxime Monnin, Daniel I. Racoceanu, Noureddine Zerhouni
Overview on diagnosis methods using artificial intelligence application of fuzzy Petri nets. RAM (2004)
Éric Garcia, Hervé Guyennet, Jean-Christophe Lapayre, Noureddine Zerhouni
A new industrial cooperative tele-maintenance platform. Comput. Ind. Eng. 46 (4) (2004)
Youssef Harrath, Brigitte Chebel-Morello, Noureddine Zerhouni
Lower bounds and multiobjective evolutionary optimization for combined maintenance and production scheduling in job shop. ETFA (2) (2003)
Hakima Mellah, Noureddine Zerhouni
The "twin base modeling" for telemaintenance process. ETFA (1) (2003)
David Saint-Voirin, Christophe Lang, Noureddine Zerhouni
Distributed cooperation modeling for maintenance using Petri nets and multi-agents systems. CIRA (2003)
Daniel I. Racoceanu, Eugenia Minca, Noureddine Zerhouni
Fuzzy Petri nets for monitoring and recovery. ICRA (2003)
Fatima Benbouzid, Christophe Varnier, Noureddine Zerhouni
Resolution of Joint Maintenance/Production Scheduling by Sequential and Integrated Strategies. IWANN (2) (2003)
Youssef Harrath, Brigitte Chebel-Morello, Noureddine Zerhouni
A genetic algorithm and data mining based meta-heuristic for job shop scheduling problem. SMC (2) (2002)
Ryad A. Zemouri, Daniel Racoceanu, Noureddine Zerhouni
Réseaux de neurones récurrents à fonctions de base radiales: RRFR Application au pronostic. Rev. d'Intelligence Artif. 16 (3) (2002)
Daniel I. Racoceanu, Noureddine Zerhouni, Nawal Addouche
Modular Modeling and Analysis of a Distributed Production System with Distant Specialised Maintenance. ICRA (2002)
Ryad A. Zemouri, Daniel Racoceanu, Noureddine Zerhouni
The RRBF. Dynamic representation of time in radial basis function network. ETFA (2) (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Noureddine Zerhouni