Dynamic analysis of manufacturing systems using continuous Petri nets. - Noureddine Zerhouni; Hassane Alla (ICRA, 1990)

Use of an homographic transformation jointly to the singular perturbation for the resolution of Markov chains: application to the operation safety study. - Daniel Racoceanu; Abdellah El Moudni; Michel Ferney; Said Noureddine Zerhouni (ICRA, 1994)

On the Modelling and Simulation of Variable Speed Continuous Petri Nets. - A. Ait-Yahia; Noureddine Zerhouni; Abdellah El Moudni; Michel Ferney (EUROSIM, 1995)

Control of Manufacturing Systems Using Neural Networks. - M. Haouani; Michel Ferney; Noureddine Zerhouni; Abdellah El Moudni (EUROSIM, 1995)

Discrete Event Closed-Loop Systems in MAX Algebra. - Pavel Spacek; Abdellah El Moudni; Said Noureddine Zerhouni; Michel Ferney (ESM, 1996)

Control of nonautonomous discrete event systems using dioid algebra. - Pavel Spacek; Abdellah El Moudni; Said Noureddine Zerhouni; Michel Ferney (ICRA, 1996)

Control of discrete event systems modelled by continuous Petri nets: case of opened manufacturing lines. - Akli Amrah; Noureddine Zerhouni; Abdellah El Moudni (ICRA, 1997)

On the Calculation of the Transfer Function of Timed Event Petri Nets. - Jan Komenda; Abdellah El Moudni; Nourredine Zerhouni; Michel Ferney (Cybern. Syst., 1997)

Analysis of hybrid Petri nets based on the hybrid state equation. - Jan Komenda; Nourredine Zerhouni; Abdellah El Moudni (SMC, 1998)

The Use of Conventional and Minplus Algebra for the Modeling of Hybrid Petri Nets. - Jan Komenda; Abdellah El Moudni; Nourredine Zerhouni (Cybern. Syst., 1998)

Hierarchical modelling and control of flexible assembly systems using object-oriented Petri nets. - M. Adamou; Said Noureddine Zerhouni; A. Bourjault (Int. J. Comput. Integr. Manuf., 1998)

On the control of manufacturing lines modelled by controlled continuous Petri nets. - Akli Amrah; Noureddine Zerhouni; Abdellah El Moudni (Int. J. Syst. Sci., 1998)

Stabilization and regulation of a class of nonlinear singularly perturbed systems with discretized composite feedback. - Saïd Djennoune; Abdellah El Moudni; Nourredine Zerhouni (Int. J. Syst. Sci., 1998)

Analysis of Manufacturing Lines Using a Phase Space Algorithm: Open Line Case. - Tareck El-Fouly; Noureddine Zerhouni; Michel Ferney; Abdellah El Moudni (IEA/AIE, 1999)

Some subclasses of Petri nets and the analysis of their structural properties: a new approach. - C. Amer-Yahia; Noureddine Zerhouni; Abdellah El Moudni; Michel Ferney (IEEE Trans. Syst. Man Cybern. Part A, 1999)

Neural networks implementation for modeling and control design of manufacturing systems. - M. Haouani; Dimitri Lefebvre; Noureddine Zerhouni; Abdellah El Moudni (J. Intell. Manuf., 2000)

The RRBF. Dynamic representation of time in radial basis function network. - Ryad A. Zemouri; Daniel Racoceanu; Noureddine Zerhouni (ETFA (2), 2001)

A genetic algorithm and data mining to resolve a job shop schedule. - Youssef Harrath; Brigitte Chebel-Morello; Noureddine Zerhouni (ETFA (2), 2001)

A Petri net Graphic Method of Reduction Using Birth-death Processes. - Ryad A. Zemouri; Daniel Racoceanu; Noureddine Zerhouni (ICRA, 2001)

Input-Output Relation and Time-Optimal Control of a Class of Hybrid Petri Nets Using min, +) Semiring. - Jan Komenda; Abdellah El Moudni; Noureddine Zerhouni (Discret. Event Dyn. Syst., 2001)

Modular Modeling and Analysis of a Distributed Production System with Distant Specialised Maintenance. - Daniel Racoceanu; Noureddine Zerhouni; Nawal Addouche (ICRA, 2002)

A genetic algorithm and data mining based meta-heuristic for job shop scheduling problem. - Youssef Harrath; Brigitte Chebel-Morello; Noureddine Zerhouni (SMC (2), 2002)

Réseaux de neurones récurrents à fonctions de base radiales: RRFR Application au pronostic. - Ryad A. Zemouri; Daniel Racoceanu; Noureddine Zerhouni (Rev. d'Intelligence Artif., 2002)

Distributed cooperation modeling for maintenance using Petri nets and multi-agents systems. - David Saint-Voirin; Christophe Lang; Noureddine Zerhouni (CIRA, 2003)

The "twin base modeling" for telemaintenance process. - Hakima Mellah; Noureddine Zerhouni (ETFA (1), 2003)

Lower bounds and multiobjective evolutionary optimization for combined maintenance and production scheduling in job shop. - Youssef Harrath; Brigitte Chebel-Morello; Noureddine Zerhouni (ETFA (2), 2003)

Fuzzy Petri nets for monitoring and recovery. - Daniel Racoceanu; Eugenia Minca; Noureddine Zerhouni (ICRA, 2003)

Resolution of Joint Maintenance/Production Scheduling by Sequential and Integrated Strategies. - Fatima Benbouzid 001; Christophe Varnier; Noureddine Zerhouni (IWANN (2), 2003)

Overview on diagnosis methods using artificial intelligence application of fuzzy Petri nets. - Maxime Monnin; Daniel Racoceanu; Noureddine Zerhouni (RAM, 2004)

A new industrial cooperative tele-maintenance platform. - Éric Garcia; Hervé Guyennet; Jean-Christophe Lapayre; Noureddine Zerhouni (Comput. Ind. Eng., 2004)

Cooperative systems modeling, example of a cooperative e-maintenance system. - David Saint-Voirin; Christophe Lang; Noureddine Zerhouni; Hervé Guyennet (CIRA, 2005)

Distributed Cooperative Systems Meta-Model for Maintenance Using Petri Nets and Multi-Agent Systems. - David Saint-Voirin; Christophe Lang; Noureddine Zerhouni (DFMA, 2005)

Utilisation des réseaux de neurones temporels pour le pronostic et la surveillance dynamique. Etude comparative de trois réseaux de neurones récurrents. - N. Palluat; Daniel Racoceanu; Noureddine Zerhouni (Rev. d'Intelligence Artif., 2005)

Over-hearing for Energy Efficient in Event-Driven Wireless Sensor Network. - Hung-Cuong Le; Hervé Guyennet; Noureddine Zerhouni (MASS, 2006)

PROTEUS - Creating distributed maintenance systems through an integration platform. - Thomas Bangemann; Xavier Rebeuf; Denis Reboul; Andreas Schulze; Jacek Szymanski; Jean-Pierre Thomesse; Mario Thron; Noureddine Zerhouni (Comput. Ind., 2006)

A neuro-fuzzy monitoring system: Application to flexible production systems. - N. Palluat; Daniel Racoceanu; Noureddine Zerhouni (Comput. Ind., 2006)

A Case Elaboration Methodology for a Diagnostic and Repair Help System Based on CBR. - Ivana Rasovska; Brigitte Chebel-Morello; Noureddine Zerhouni (FLAIRS, 2007)

A New Contention Access Method for Collision Avoidance in Wireless Sensor Networks. - Hung-Cuong Le; Hervé Guyennet; Noureddine Zerhouni (ICN, 2007)

A Low Latency MAC Scheme for Event-Driven Wireless Sensor Networks. - Hung-Cuong Le; Hervé Guyennet; Violeta Felea; Noureddine Zerhouni (MSN, 2007)

Scoop Methodology: Modeling, Simulation And Analysis For Cooperative Systems. - David Saint-Voirin; Christophe Lang; Hervé Guyennet; Noureddine Zerhouni (J. Softw., 2007)

Adaptation-Guided Retrieval for a Diagnostic and Repair Help System Dedicated to a Pallets Transfer. - Mohamed Karim Haouchine; Brigitte Chebel-Morello; Noureddine Zerhouni (ECCBR Workshops, 2008)

Competence-Preserving Case-Deletion Strategy for Case Base Maintenance. - Mohamed Karim Haouchine; Brigitte Chebel-Morello; Noureddine Zerhouni (ECCBR Workshops, 2008)

A mix method of knowledge capitalization in maintenance. - Ivana Rasovska; Brigitte Chebel-Morello; Noureddine Zerhouni (J. Intell. Manuf., 2008)

Review of prognostic problem in condition-based maintenance. - Otilia Elena Dragomir; Rafael Gouriveau; Florin Dragomir; Eugenia Minca; Noureddine Zerhouni (ECC, 2009)

A mixture of Gaussians Hidden Markov Model for failure diagnostic and prognostic. - Diego Alejandro Tobon-Mejia; Kamal Medjaher; Noureddine Zerhouni; Gerard Tripot (CASE, 2010)

Defining and applying prediction performance metrics on a recurrent NARX time series model. - Ryad A. Zemouri; Rafael Gouriveau; Noureddine Zerhouni (Neurocomputing, 2010)

Feature selection for fault detection systems: Application to the Tennessee Eastman Process. - Hafida Senoussi; Brigitte Chebel-Morello; Mouloud Denai; Noureddine Zerhouni (CASE, 2011)

Evidential Evolving Gustafson-Kessel Algorithm (E2GK) and its application to PRONOSTIA's data streams partitioning. - Lisa Serir; Emmanuel Ramasso; Patrick Nectoux; Olivier Bauer; Noureddine Zerhouni (CDC/ECC, 2011)

E2GK: Evidential Evolving Gustafsson-Kessel Algorithm for Data Streams Partitioning Using Belief Functions. - Lisa Serir; Emmanuel Ramasso; Noureddine Zerhouni (ECSQARU, 2011)

Adaptation based on Knowledge Models for Diagnostic Systems using Case-base Reasoning. - Brigitte Chebel-Morello; Mohamed Karim Haouchine; Noureddine Zerhouni (KMIS, 2011)

Joint scheduling of jobs and Preventive Maintenance operations in the flowshop sequencing problem: a resolution with sequential and integrated strategies. - Fatima Benbouzid-Sitayeb; Sid Ali Guebli; Yassine Bessadi; Christophe Varnier; Noureddine Zerhouni (Int. J. Manuf. Res., 2011)

Reducing arbitrary choices in model building for prognostics: An approach by applying parsimony principle on an evolving neuro-fuzzy system. - Mohamed El-Koujok; Rafael Gouriveau; Noureddine Zerhouni (Microelectron. Reliab., 2011)

Partially-Hidden Markov Models. - Emmanuel Ramasso; Thierry Denoeux; Noureddine Zerhouni (Belief Functions, 2012)

Prognostic by Classification of Predictions Combining Similarity-Based Estimation and Belief Functions. - Emmanuel Ramasso; Michèle Rombaut; Noureddine Zerhouni (Belief Functions, 2012)

New Hopfield Neural Network for joint Job Shop Scheduling of production and maintenance. - Nader Fnaiech; Hayfa Hammami; Amel Yahyaoui; Christophe Varnier; Farhat Fnaiech; Noureddine Zerhouni (IECON, 2012)

A formal ontology for industrial maintenance. - Mohamed-Hedi Karray; Brigitte Chebel-Morello; Noureddine Zerhouni (Appl. Ontology, 2012)

Evidential evolving Gustafson-Kessel algorithm for online data streams partitioning using belief function theory. - Lisa Serir; Emmanuel Ramasso; Noureddine Zerhouni (Int. J. Approx. Reason., 2012)

Autonomous and adaptive procedure for cumulative failure prediction. - Ryad A. Zemouri; Noureddine Zerhouni (Neural Comput. Appl., 2012)

Connexionist-Systems-Based Long Term Prediction Approaches for Prognostics. - Rafael Gouriveau; Noureddine Zerhouni (IEEE Trans. Reliab., 2012)

Remaining Useful Life Estimation of Critical Components With Application to Bearings. - Kamal Medjaher; Diego Alejandro Tobon-Mejia; Noureddine Zerhouni (IEEE Trans. Reliab., 2012)

A Data-Driven Failure Prognostics Method Based on Mixture of Gaussians Hidden Markov Models. - Diego Alejandro Tobon-Mejia; Kamal Medjaher; Noureddine Zerhouni; Gerard Tripot (IEEE Trans. Reliab., 2012)

Data-driven prognostics based on health indicator construction: Application to PRONOSTIA's data. - Kamal Medjaher; Noureddine Zerhouni; J. Baklouti (ECC, 2013)

Novel failure prognostics approach with dynamic thresholds for machine degradation. - Kamran Javed; Rafael Gouriveau; Noureddine Zerhouni (IECON, 2013)

Fuel Cells prognostics using echo state network. - Simon Morando; Samir Jemei; Rafael Gouriveau; Noureddine Zerhouni; Daniel Hissel (IECON, 2013)

Remaining useful life estimation based on nonlinear feature reduction and support vector regression. - Tarak Benkedjouh; Kamal Medjaher; Noureddine Zerhouni; Said Rechak (Eng. Appl. Artif. Intell., 2013)

Reutilization of diagnostic cases by adaptation of knowledge models. - Brigitte Chebel-Morello; Mohamed Karim Haouchine; Noureddine Zerhouni (Eng. Appl. Artif. Intell., 2013)

Feature Evaluation for Effective Bearing Prognostics. - Fatih Camci; Kamal Medjaher; Noureddine Zerhouni; Patrick Nectoux (Qual. Reliab. Eng. Int., 2013)

Joint Prediction of Continuous and Discrete States in Time-Series Based on Belief Functions. - Emmanuel Ramasso; Michèle Rombaut; Noureddine Zerhouni (IEEE Trans. Cybern., 2013)

Shapelet-based remaining useful life estimation. - Simon Malinowski; Brigitte Chebel-Morello; Noureddine Zerhouni (CASE, 2014)

RUL prediction based on a new similarity-instance based approach. - Racha Khelif; Simon Malinowski; Brigitte Chebel-Morello; Noureddine Zerhouni (ISIE, 2014)

SW-ELM: A summation wavelet extreme learning machine algorithm with a priori parameter initialization. - Kamran Javed; Rafael Gouriveau; Noureddine Zerhouni (Neurocomputing, 2014)

PETRA: Process Evolution using a TRAce-based system on a maintenance platform. - Mohamed-Hedi Karray; Brigitte Chebel-Morello; Noureddine Zerhouni (Knowl. Based Syst., 2014)

Condition assessment and fault prognostics of microelectromechanical systems. - Kamal Medjaher; Haithem Skima; Noureddine Zerhouni (Microelectron. Reliab., 2014)

Improving accuracy of long-term prognostics of PEMFC stack to estimate remaining useful life. - Kamran Javed; Rafael Gouriveau; Noureddine Zerhouni; Daniel Hissel (ICIT, 2015)

Accelerated lifetime tests and failure analysis of an electro-thermally actuated MEMS valve. - Haithem Skima; Kamal Medjaher; Christophe Varnier; Nourredine Zerhouni; Eugen Dedu; Julien Bourgeois (ICM, 2015)

Parametric sensitivity analysis of a PEMFC physics-based model developed for prognostics. - Elodie Lechartier; Rafael Gouriveau; Marie-Cécile Péra; Daniel Hissel; Noureddine Zerhouni (ICPHM, 2015)

Dependability of wireless sensor networks for industrial prognostics and health management. - Wiem Elghazel; Jacques M. Bahi; Christophe Guyeux; Mourad Hakem; Kamal Medjaher; Noureddine Zerhouni (Comput. Ind., 2015)

Health assessment and life prediction of cutting tools based on support vector regression. - Tarak Benkedjouh; Kamal Medjaher; Noureddine Zerhouni; Said Rechak (J. Intell. Manuf., 2015)

Case-based maintenance: Structuring and incrementing the case base. - Brigitte Chebel-Morello; Mohamed Karim Haouchine; Noureddine Zerhouni (Knowl. Based Syst., 2015)

Remaining useful life estimation based on discriminating shapelet extraction. - Simon Malinowski; Brigitte Chebel-Morello; Noureddine Zerhouni (Reliab. Eng. Syst. Saf., 2015)

A New Multivariate Approach for Prognostics Based on Extreme Learning Machine and Fuzzy Clustering. - Kamran Javed; Rafael Gouriveau; Noureddine Zerhouni (IEEE Trans. Cybern., 2015)

Enabling Health Monitoring Approach Based on Vibration Data for Accurate Prognostics. - Kamran Javed; Rafael Gouriveau; Noureddine Zerhouni; Patrick Nectoux (IEEE Trans. Ind. Electron., 2015)

Bearing Health Monitoring Based on Hilbert-Huang Transform, Support Vector Machine, and Regression. - Abdenour Soualhi; Kamal Medjaher; Noureddine Zerhouni (IEEE Trans. Instrum. Meas., 2015)

A new approach of PHM as a service in cloud computing. - Labib Sadek Terrissa; Safa Meraghni; Zahra Bouzidi; Noureddine Zerhouni (CIST, 2016)

PEM fuel cell prognostics under variable load: A data-driven ensemble with new incremental learning. - Kamran Javed; Rafael Gouriveau; Noureddine Zerhouni; Daniel Hissel (CoDIT, 2016)

Resiliency in Distributed Sensor Networks for Prognostics and Health Management of the Monitoring Targets. - Jacques M. Bahi; Wiem Elghazel; Christophe Guyeux; Mohammed Haddad 001; Mourad Hakem; Kamal Medjaher; Noureddine Zerhouni (Comput. J., 2016)

Resiliency in Distributed Sensor Networks for PHM of the Monitoring Targets. - Jacques M. Bahi; Wiem Elghazel; Christophe Guyeux; Mohammed Haddad 001; Mourad Hakem; Kamal Medjaher; Nourredine Zerhouni (CoRR, 2016)

Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction. - A. Mosallam; Kamal Medjaher; Noureddine Zerhouni (J. Intell. Manuf., 2016)

Degradations analysis and aging modeling for health assessment and prognostics of PEMFC. - Marine Jouin; Rafael Gouriveau; Daniel Hissel; Marie-Cécile Péra; Noureddine Zerhouni (Reliab. Eng. Syst. Saf., 2016)

Joint Particle Filters Prognostics for Proton Exchange Membrane Fuel Cell Power Prediction at Constant Current Solicitation. - Marine Jouin; Rafael Gouriveau; Daniel Hissel; Marie-Cécile Péra; Noureddine Zerhouni (IEEE Trans. Reliab., 2016)

The performance measure of a data driven prognostic system: Application to an aircraft engine. - Zohra Bouzidi; Labib Sadek Terrissa; Ahmed Lahmadi; Noureddine Zerhouni; Soheyb Ayad (CoDIT, 2017)

Experimental monitoring data for prognostics and health management of MEMS. - Haithem Skima; Kamal Medjaher; Christophe Varnier; Noureddine Zerhouni (CoDIT, 2017)

Bearings Prognostics based on Blind Sources Separation and Robust Correlation Analysis. - Tarak Benkedjouh; Noureddine Zerhouni; Said Rechak (ICINCO (1), 2017)

Dependability of Sensor Networks for Industrial Prognostics and Health Management. - Wiem Elghazel; Jacques M. Bahi; Christophe Guyeux; Mourad Hakem; Kamal Medjaher; Noureddine Zerhouni (CoRR, 2017)

Random Forests for Industrial Device Functioning Diagnostics Using Wireless Sensor Networks. - Wiem Elghazel; Kamal Medjaher; Nourredine Zerhouni; Jacques M. Bahi; Ahmad Farhat; Christophe Guyeux; Mourad Hakem (CoRR, 2017)

ANOVA method applied to proton exchange membrane fuel cell ageing forecasting using an echo state network. - Simon Morando; Samir Jemei; Daniel Hissel; Rafael Gouriveau; Noureddine Zerhouni (Math. Comput. Simul., 2017)

Direct Remaining Useful Life Estimation Based on Support Vector Regression. - Racha Khelif; Brigitte Chebel-Morello; Simon Malinowski; Emna Laajili; Farhat Fnaiech; Noureddine Zerhouni (IEEE Trans. Ind. Electron., 2017)

Post-prognostics decision in Cyber-Physical Systems. - Safa Meraghni; Labib Sadek Terrissa; Soheyb Ayad; Noureddine Zerhouni; Christophe Varnier (CoRR, 2018)

Tool wear monitoring and prognostics challenges: a comparison of connectionist methods toward an adaptive ensemble model. - Kamran Javed; Rafael Gouriveau; Xiang Li 040; Noureddine Zerhouni (J. Intell. Manuf., 2018)

A New Adaptive Prognostic Strategy Based on Online Future Evaluation and Extended Kalman Filtering. - Salma Harrath; Jaouher Ben Ali; Taoufik Zouaghi; Noureddine Zerhouni (CoDIT, 2019)

Firemen Prediction by Using Neural Networks: A Real Case Study. - Christophe Guyeux; Jean-Marc Nicod; Christophe Varnier; Zeina Al Masry; Nourredine Zerhouny; Nabil Omri; Guillaume Royer (IntelliSys (1), 2019)

Reliable diagnostics using wireless sensor networks. - Jacques M. Bahi; Wiem Elghazel; Christophe Guyeux; Mourad Hakem; Kamal Medjaher; Noureddine Zerhouni (Comput. Ind., 2019)

Feature selection and fault-severity classification-based machine health assessment methodology for point machine sliding-chair degradation. - Vepa Atamuradov; Kamal Medjaher; Fatih Camci; Noureddine Zerhouni; Pierre Dersin; Benjamin Lamoureux (Qual. Reliab. Eng. Int., 2019)

Railway Point Machine Prognostics Based on Feature Fusion and Health State Assessment. - Vepa Atamuradov; Kamal Medjaher; Fatih Camci; Pierre Dersin; Noureddine Zerhouni (IEEE Trans. Instrum. Meas., 2019)

Health-Conscious Energy Management for Fuel Cell Hybrid Electric Vehicles Based on Prognostics-Enabled Decision-Making. - Meiling Yue; Samir Jemei; Noureddine Zerhouni (IEEE Trans. Veh. Technol., 2019)

A new growing pruning deep learning neural network algorithm (GP-DLNN). - Ryad Zemouri; Nabil Omri; Farhat Fnaiech; Noureddine Zerhouni; Nader Fnaiech (Neural Comput. Appl., 2020)

Machine Health Indicator Construction Framework for Failure Diagnostics and Prognostics. - Vepa Atamuradov; Kamal Medjaher; Fatih Camci; Noureddine Zerhouni; Pierre Dersin; Benjamin Lamoureux (J. Signal Process. Syst., 2020)

Towards Digital Twins Driven Breast Cancer Detection. - Safa Meraghni; Khaled Benaggoune; Zeina Al Masry; Labib Sadek Terrissa; Christine Devalland; Noureddine Zerhouni (SAI (3), 2021)

Deep LSTM Enhancement for RUL Prediction Using Gaussian Mixture Models. - Mohamed Sayah; Djillali Guebli; Noureddine Zerhouni; Zeina Al Masry (Autom. Control. Comput. Sci., 2021)

Towards an adapted PHM approach: Data quality requirements methodology for fault detection applications. - Nabil Omri; Zeina Al Masry; N. Mairot; S. Giampiccolo; Noureddine Zerhouni (Comput. Ind., 2021)

A CNN-based methodology for breast cancer diagnosis using thermal images. - Juan Zuluaga-Gomez; Zeina Al Masry; Khaled Benaggoune; Safa Meraghni; Nourredine Zerhouni (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021)

Computer-Aided Diagnosis for Spitzoid Lesions Classification Using Artificial Intelligence Techniques. - Abir Belaala; Labib Sadek Terrissa; Noureddine Zerhouni; Christine Devalland (Int. J. Heal. Inf. Syst. Informatics, 2021)

Detection and Diagnostics of Combined Bearing and Gear Faults Using Electrical Health Indicator. - Moncef Soualhi; Noureddine Zerhouni; Abdenour Soualhi; Kamel Eddine Hemsas; Thi Phuong Khanh Nguyen; Kamal Medjaher (CoDIT, 2022)

Fuel Cell prognosis using particle filter: application to the automotive sector. - Julie Aubry; Nadia Yousfi Steiner; Simon Morando; Nourredine Zerhouni; Fabian Van der Linden; Daniel Hissel (ISIE, 2022)

IoT Based Prediction of Active and Passive Earth Pressure Coefficients Using Artificial Neural Networks. - Salima Attache; Ikram Remadna; Labib Sadek Terrissa; Ikram Maouche; Noureddine Zerhouni (NETYS, 2022)

Boosting RUL Prediction Using a Hybrid Deep CNN-BLSTM Architecture. - Ikram Remadna; Labib Sadek Terrissa; M. Sayah; Soheyb Ayad; Noureddine Zerhouni (Autom. Control. Comput. Sci., 2022)

A Survey of Breast Cancer Screening Techniques: Thermography and Electrical Impedance Tomography. - Juan Zuluaga-Gomez; Noureddine Zerhouni; Zeina Al Masry; Christine Devalland; Christophe Varnier (CoRR, 2022)

A deep learning pipeline for breast cancer ki-67 proliferation index scoring. - Khaled Benaggoune; Zeina Al Masry; Jian Ma; Christine Devalland; Leila Hayet Mouss; Noureddine Zerhouni (CoRR, 2022)

RUL Prediction Using a Fusion of Attention-Based Convolutional Variational AutoEncoder and Ensemble Learning Classifier. - Ikram Remadna; Labib Sadek Terrissa; Zeina Al Masry; Noureddine Zerhouni (IEEE Trans. Reliab., 2023)

An Explainable AI Approach for Breast Cancer Metastasis Prediction Based on Clinicopathological Data. - Ikram Maouche; Labib Sadek Terrissa; Karima Benmohammed; Noureddine Zerhouni (IEEE Trans. Biomed. Eng., 2023)

Breast Cancer Detection Using Smart Wearable Devices with Thermal Sensors. - Raniya Ketfi; Zeina Al Masry; Noureddine Zerhouni; Catherine Gay; Christine Devalland (BIOSTEC (1), 2024)

New current analysis method for the diagnosis of gearbox faults under variable load and speed. - Chaima Ben Aabdallah; Mahfoud Bouzouidja; Abdenour Soualhi; Hubert Razik; Noureddine Zerhouni (IECON, 2024)

Monitoring of Product Conformity Based on Machine Learning Prediction Evaluation. - Maha Ben Ayed; Moncef Soualhi; Noureddine Zerhouni (IECON, 2024)

Automatic Detection of Parathyroid Glands in Nuclear Medicine. - Ouassim Boukhennoufa; Laurent Comas; Jean-Marc Nicod; Constantin Ungureanu; Noureddine Zerhouni; Hatem Boulahdour (ISBI, 2024)

Real Time Worker Stress Prediction in a Smart Factory Assembly Line. - Hassan Hijry; Syed Meesam Raza Naqvi; Kamran Javed; Omar H. Albalawi; Richard Olawoyin; Christophe Varnier; Noureddine Zerhouni (IEEE Access, 2024)

A Methodology for Reliability Analysis of Explainable Machine Learning: Application to Endocrinology Diseases. - Firas Ketata; Zeina Al Masry; Slim Yacoub; Noureddine Zerhouni (IEEE Access, 2024)

Collaborative and integrated data-driven delay prediction and supplier selection optimization: A case study in a furniture industry. - Mohamed Aziz Zaghdoudi; Sonia Hajri-Gabouj; Feiza Ghezail; Saber Darmoul; Christophe Varnier; Noureddine Zerhouni (Comput. Ind. Eng., 2024)

Smart Data-Driven GRU Predictor for SnO2 Thin films Characteristics. - Faiza Bouamra; Mohamed Sayah; Labib Sadek Terrissa; Noureddine Zerhouni (CoRR, 2024)

A data quality management framework for equipment failure risk estimation: Application to the oil and gas industry. - Jinlong Kang; Zeina Al Masry; Christophe Varnier; Ahmed Mosallam; Noureddine Zerhouni (Eng. Appl. Artif. Intell., 2024)

A Smart LSTM for Industrial Part Conformity: SME Material-Data Based Decision-Making. - Maha Ben Ayed; Mohamed Sayah; Raouf Ketata; Noureddine Zerhouni (Autom. Control. Comput. Sci., 2024)

Enhancing Image Quality to Improve Medical Image Classification: Application to Nuclear Medicine Planar Images. - Ouassim Boukhennoufa; Laurent Comas; Jean-Marc Nicod; Noureddine Zerhouni; Hatem Boulahdour (BIOSTEC (1), 2025)

NM-USNet: A novel generative model for parathyroid glands detection in nuclear medicine. - Ouassim Boukhennoufa; Laurent Comas; Jean-Marc Nicod; Noureddine Zerhouni; Hatem Boulahdour (Biomed. Signal Process. Control., 2025)

Enhancing semantic search using ontologies: A hybrid information retrieval approach for industrial text. - Syed Meesam Raza Naqvi; Mohammad Ghufran; Christophe Varnier; Jean-Marc Nicod; Noureddine Zerhouni (J. Ind. Inf. Integr., 2025)