Kamal Medjaher

62 papers A 2C 7Journal 45Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhancing industrial prognostic accuracy in noisy and missing data context: assessing multimodal learning performance. J. Intell. Manuf. Sagar Jose, Khanh T. P. Nguyen, Kamal Medjaher
2025	J	`jnl`	Diagnostic Method for Hydropower Plant Condition-based Maintenance combining Autoencoder with Clustering Algorithms. CoRR Samy Jad, Xavier Desforges, Pierre-Yves Villard, Christian Caussidéry, Kamal Medjaher
2025	A	`conf`	Distributed approach for modeling and performance analysis of supply chains by timed automata with guards and dioid algebra. ICCAD Jihene Rajah, Sid-Ali Addouche, Said Amari, Kamal Medjaher
2025	A	`conf`	Machine Learning for Degradation Estimation of Hydro Generator Units. ICCAD Samy Jad, Xavier Desforges, Kamal Medjaher, Pierre-Yves Villard, Christian Caussidéry
2025	J	`jnl`	Prognostics of complex machinery with sparse multilabel multimodal run-to-failure data: A graph neural network approach. Adv. Eng. Informatics Sagar Jose, Ryad Zemouri, Khanh T. P. Nguyen, Kamal Medjaher, Mélanie Lévesque, Antoine Tahan
2024	C	`conf`	A Novel PIML Architecture with Innovative Learning Paradigm Applied in Battery Prognostics. CoDIT Weikun Deng, Khanh T. P. Nguyen, Christian Gogu, Kamal Medjaher, Jérôme Morio, Hung Le, Dazhong Wu
2024	J	`jnl`	Advancing multimodal diagnostics: Integrating industrial textual data and domain knowledge with large language models. Expert Syst. Appl. Sagar Jose, Khanh T. P. Nguyen, Kamal Medjaher, Ryad Zemouri, Mélanie Lévesque, Antoine Tahan
2024	—	`conf`	Bridging expert knowledge and sensor measurements for machine fault quantification with large language models. AIM Sagar Jose, Khanh T. P. Nguyen, Kamal Medjaher, Ryad Zemouri, Mélanie Lévesque, Antoine Tahan
2024	—	`conf`	Enhancing PHM with XAI: Review and Dataset for System Health Indicator Construction. ICSRS Duc An Nguyen, Khanh T. P. Nguyen, Kamal Medjaher
2024	J	`jnl`	Enhancing prognostics for sparse labeled data using advanced contrastive self-supervised learning with downstream integration. Eng. Appl. Artif. Intell. Weikun Deng, Khanh T. P. Nguyen, Christian Gogu, Kamal Medjaher, Jérôme Morio
2024	J	`jnl`	Explainable RUL estimation of turbofan engines based on prognostic indicators and heterogeneous ensemble machine learning predictors. Eng. Appl. Artif. Intell. Moncef Soualhi, Khanh T. P. Nguyen, Kamal Medjaher
2024	J	`jnl`	Physics informed machine learning model for inverse dynamics in robotic manipulators. Appl. Soft Comput. Weikun Deng, Ardiani Fabio, Khanh T. P. Nguyen, Mourad Benoussaad, Kamal Medjaher
2023	J	`jnl`	A review of artificial intelligence methods for engineering prognostics and health management with implementation guidelines. Artif. Intell. Rev. Khanh T. P. Nguyen, Kamal Medjaher, Do T. Tran
2023	J	`jnl`	Correction to: Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations. J. Intell. Manuf. Moncef Soualhi, Khanh T. P. Nguyen, Kamal Medjaher, Denis Lebel, David Cazaban
2023	J	`jnl`	Dealing with prognostics uncertainties: Combination of direct and recursive remaining useful life estimations. Comput. Ind. Moncef Soualhi, Khanh T. P. Nguyen, Kamal Medjaher, Fatiha Nejjari, Vicenç Puig, Joaquim Blesa, Joseba Quevedo, Francesc Marlasca
2023	J	`jnl`	Fault detection and diagnostics in the context of sparse multimodal data and expert knowledge assistance: Application to hydrogenerators. Comput. Ind. Sagar Jose, Khanh T. P. Nguyen, Kamal Medjaher, Ryad Zemouri, Mélanie Lévesque, Antoine Tahan
2023	J	`jnl`	Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations. J. Intell. Manuf. Moncef Soualhi, Khanh T. P. Nguyen, Kamal Medjaher, Denis Lebel, David Cazaban
2023	C	`conf`	Robust Data-Driven Fault Diagnostics for Rotating Machinery Operating under Varying Working Conditions. CoDIT David Latil, Raymond Houé Ngouna, Kamal Medjaher, Stéphane Lhuisset
2023	J	`jnl`	Rotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects. Adv. Eng. Informatics Weikun Deng, Khanh T. P. Nguyen, Kamal Medjaher, Christian Gogu, Jérôme Morio
2022	C	`conf`	Detection and Diagnostics of Combined Bearing and Gear Faults Using Electrical Health Indicator. CoDIT Moncef Soualhi, Noureddine Zerhouni, Abdenour Soualhi, Kamel Eddine Hemsas, Thi Phuong Khanh Nguyen, Kamal Medjaher
2022	J	`jnl`	Probabilistic deep learning methodology for uncertainty quantification of remaining useful lifetime of multi-component systems. Reliab. Eng. Syst. Saf. Khanh T. P. Nguyen, Kamal Medjaher, Christian Gogu
2022	C	`conf`	Solving Time Alignment Issue of Multimodal Data for Accurate Prognostics with CNN-Transformer-LSTM Network. CoDIT Sagar Jose, Raymond Houé Ngouna, Khanh T. P. Nguyen, Kamal Medjaher
2021	J	`jnl`	Degradation Modeling and Uncertainty Quantification for System-Level Prognostics. IEEE Syst. J. Ferhat Tamssaouet, Khanh T. P. Nguyen, Kamal Medjaher, Marcos E. Orchard
2021	J	`jnl`	RUL prediction for automatic machines: a mixed edge-cloud solution based on model-of-signals and particle filtering techniques. J. Intell. Manuf. Matteo Barbieri, Khanh T. P. Nguyen, Roberto Diversi, Kamal Medjaher, Andrea Tilli
2021	J	`jnl`	System-Level Prognostics Under Mission Profile Effects Using Inoperability Input-Output Model. IEEE Trans. Syst. Man Cybern. Syst. Ferhat Tamssaouet, Khanh T. P. Nguyen, Kamal Medjaher
2020	J	`jnl`	A data-driven method for detecting and diagnosing causes of water quality contamination in a dataset with a high rate of missing values. Eng. Appl. Artif. Intell. Raymond Houé Ngouna, Romy Ratolojanahary, Kamal Medjaher, Fabien Dauriac, Mathieu Sebilo, Jean Junca-Bourié
2020	J	`jnl`	Condition monitoring and prediction of solution quality during a copper electroplating process. J. Intell. Manuf. Gerardo Emanuel Granados, Loïc Lacroix, Kamal Medjaher
2020	J	`jnl`	Machine Health Indicator Construction Framework for Failure Diagnostics and Prognostics. J. Signal Process. Syst. Vepa Atamuradov, Kamal Medjaher, Fatih Camci, Noureddine Zerhouni, Pierre Dersin, Benjamin Lamoureux
2019	J	`jnl`	A SAW wireless sensor network platform for industrial predictive maintenance. J. Intell. Manuf. Bérenger Ossété Gombé, Gwenhael Goavec-Mérou, Karla Breschi, Hervé Guyennet, Jean-Michel Friedt, Violeta Felea, Kamal Medjaher
2019	J	`jnl`	A new dynamic predictive maintenance framework using deep learning for failure prognostics. Reliab. Eng. Syst. Saf. Khanh T. P. Nguyen, Kamal Medjaher
2019	C	`conf`	Data preparation and preprocessing for broadcast systems monitoring in PHM framework. CoDIT Houda Sarih, Ayeley P. Tchangani, Kamal Medjaher, Eric Pere
2019	J	`jnl`	Feature selection and fault-severity classification-based machine health assessment methodology for point machine sliding-chair degradation. Qual. Reliab. Eng. Int. Vepa Atamuradov, Kamal Medjaher, Fatih Camci, Noureddine Zerhouni, Pierre Dersin, Benjamin Lamoureux
2019	J	`jnl`	Model selection to improve multiple imputation for handling high rate missingness in a water quality dataset. Expert Syst. Appl. Romy Ratolojanahary, Raymond Houé Ngouna, Kamal Medjaher, Jean Junca-Bourié, Fabien Dauriac, Mathieu Sebilo
2019	J	`jnl`	Post-prognostics decision making in distributed MEMS-based systems. J. Intell. Manuf. Haithem Skima, Christophe Varnier, Eugen Dedu, Kamal Medjaher, Julien Bourgeois
2019	J	`jnl`	Railway Point Machine Prognostics Based on Feature Fusion and Health State Assessment. IEEE Trans. Instrum. Meas. Vepa Atamuradov, Kamal Medjaher, Fatih Camci, Pierre Dersin, Noureddine Zerhouni
2019	J	`jnl`	Reliable diagnostics using wireless sensor networks. Comput. Ind. Jacques M. Bahi, Wiem Elghazel, Christophe Guyeux, Mourad Hakem, Kamal Medjaher, Noureddine Zerhouni
2019	C	`conf`	Uncertainty Quantification in System-level Prognostics: Application to Tennessee Eastman Process. CoDIT Ferhat Tamssaouet, Thi Phuong Khanh Nguyen, Kamal Medjaher, Marcos E. Orchard
2017	J	`jnl`	Dependability of Sensor Networks for Industrial Prognostics and Health Management. CoRR Wiem Elghazel, Jacques M. Bahi, Christophe Guyeux, Mourad Hakem, Kamal Medjaher, Noureddine Zerhouni
2017	C	`conf`	Experimental monitoring data for prognostics and health management of MEMS. CoDIT Haithem Skima, Kamal Medjaher, Christophe Varnier, Noureddine Zerhouni
2017	J	`jnl`	Random Forests for Industrial Device Functioning Diagnostics Using Wireless Sensor Networks. CoRR Wiem Elghazel, Kamal Medjaher, Nourredine Zerhouni, Jacques M. Bahi, Ahmad Farhat, Christophe Guyeux, Mourad Hakem
2016	J	`jnl`	A hybrid prognostics approach for MEMS: From real measurements to remaining useful life estimation. Microelectron. Reliab. Haithem Skima, Kamal Medjaher, Christophe Varnier, Eugen Dedu, Julien Bourgeois
2016	J	`jnl`	Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction. J. Intell. Manuf. Ahmed Mosallam, Kamal Medjaher, Noureddine Zerhouni
2016	—	`conf`	Optimal Path Evolution in a Dynamic Distributed MEMS-Based Conveyor. DepCoS-RELCOMEX Haithem Skima, Eugen Dedu, Julien Bourgeois, Christophe Varnier, Kamal Medjaher
2016	J	`jnl`	Resiliency in Distributed Sensor Networks for PHM of the Monitoring Targets. CoRR Jacques M. Bahi, Wiem Elghazel, Christophe Guyeux, Mohammed Haddad, Mourad Hakem, Kamal Medjaher, Nourredine Zerhouni
2016	J	`jnl`	Resiliency in Distributed Sensor Networks for Prognostics and Health Management of the Monitoring Targets. Comput. J. Jacques M. Bahi, Wiem Elghazel, Christophe Guyeux, Mohammed Haddad, Mourad Hakem, Kamal Medjaher, Noureddine Zerhouni
2016	—	`conf`	Skeleton of a generic approach for the generation of health indicators of physical systems. CIST M. C. Sekkal, Nasr-Eddine Berrached, Kamal Medjaher, Christophe Varnier
2015	—	`conf`	Accelerated lifetime tests and failure analysis of an electro-thermally actuated MEMS valve. ICM Haithem Skima, Kamal Medjaher, Christophe Varnier, Nourredine Zerhouni, Eugen Dedu, Julien Bourgeois
2015	J	`jnl`	Bearing Health Monitoring Based on Hilbert-Huang Transform, Support Vector Machine, and Regression. IEEE Trans. Instrum. Meas. Abdenour Soualhi, Kamal Medjaher, Noureddine Zerhouni
2015	J	`jnl`	Dependability of wireless sensor networks for industrial prognostics and health management. Comput. Ind. Wiem Elghazel, Jacques M. Bahi, Christophe Guyeux, Mourad Hakem, Kamal Medjaher, Noureddine Zerhouni
2015	J	`jnl`	Health assessment and life prediction of cutting tools based on support vector regression. J. Intell. Manuf. Tarak Benkedjouh, Kamal Medjaher, Noureddine Zerhouni, Said Rechak
2014	J	`jnl`	Condition assessment and fault prognostics of microelectromechanical systems. Microelectron. Reliab. Kamal Medjaher, Haithem Skima, Noureddine Zerhouni
2013	—	`conf`	Data-driven prognostics based on health indicator construction: Application to PRONOSTIA's data. ECC Kamal Medjaher, Noureddine Zerhouni, J. Baklouti
2013	J	`jnl`	Feature Evaluation for Effective Bearing Prognostics. Qual. Reliab. Eng. Int. Fatih Camci, Kamal Medjaher, Noureddine Zerhouni, Patrick Nectoux
2013	J	`jnl`	Remaining useful life estimation based on nonlinear feature reduction and support vector regression. Eng. Appl. Artif. Intell. Tarak Benkedjouh, Kamal Medjaher, Noureddine Zerhouni, Said Rechak
2012	J	`jnl`	A Data-Driven Failure Prognostics Method Based on Mixture of Gaussians Hidden Markov Models. IEEE Trans. Reliab. Diego Alejandro Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni, Gerard Tripot
2012	J	`jnl`	Remaining Useful Life Estimation of Critical Components With Application to Bearings. IEEE Trans. Reliab. Kamal Medjaher, Diego Alejandro Tobon-Mejia, Noureddine Zerhouni
2010	—	`conf`	A mixture of Gaussians Hidden Markov Model for failure diagnostic and prognostic. CASE Diego Alejandro Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni, Gerard Tripot
2009	J	`jnl`	Bond graph model of a vertical U-tube steam condenser coupled with a heat exchanger. Simul. Model. Pract. Theory Kamal Medjaher, Arun K. Samantaray, Belkacem Ould Bouamama
2007	J	`jnl`	Reconfiguration of an industrial steam generator using bond graph modelling. Int. J. Model. Identif. Control. Arun K. Samantaray, Sanjoy K. Ghoshal, Kamal Medjaher, Belkacem Ould Bouamama
2006	J	`jnl`	Diagnostic bond graphs for online fault detection and isolation. Simul. Model. Pract. Theory Arun K. Samantaray, Kamal Medjaher, Belkacem Ould Bouamama, Marcel Staroswiecki, Geneviève Dauphin-Tanguy
2006	—	`conf`	Model Based Fault Detection of Backlash in Mechatronic Test Bench. CDC Kamal Medjaher, Rochdi Merzouki, Belkacem Ould Bouamama
2004	J	`jnl`	Component-Based Modelling of Thermofluid Systems for Sensor Placement and Fault Detection. Simul. Arun K. Samantaray, Kamal Medjaher, Belkacem Ould Bouamama, Marcel Staroswiecki, Geneviève Dauphin-Tanguy