Ryad Zemouri - RankMe

13 papers C 1Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Optimizing deep learning predictive models: A comprehensive review of RNN and its variant architectures. Appl. Soft Comput. Andrew Adewunmi Adekunle, Issouf Fofana, Patrick Picher, Esperanza Mariela Rodriguez-Celis, Oscar Henry Arroyo-Fernandez, Ryad Zemouri
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	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	J	`jnl`	Review of Artificial Intelligence Methods for Faults Monitoring, Diagnosis, and Prognosis in Hydroelectric Synchronous Generators. IEEE Access Helene Bechara, Rony Ibrahim, Ryad Zemouri, Bachir Kedjar, Arezki Merkhouf, Antoine Tahan, Kamal Al-Haddad
2024	C	`conf`	Rotor Fault Diagnosis of Large Hydrogenerators Using Vibration Data and VAE-Desirability Function. IECON Rony Ibrahim, Ryad Zemouri, Antoine Tahan, Bachir Kedjar, Kamal Al-Haddad, Arezki Merkhouf
2024	J	`jnl`	System Condition Monitoring Based on a Standardized Latent Space and the Nataf Transform. IEEE Access Adaiton Oliveira-Filho, Ryad Zemouri, Francis Pelletier, Antoine Tahan
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`	Hydrogenerator early fault detection: Sparse Dictionary Learning jointly with the Variational Autoencoder. Eng. Appl. Artif. Intell. Ryad Zemouri, Rony Ibrahim, Antoine Tahan
2023	J	`jnl`	Predicting the quality of a machined workpiece with a variational autoencoder approach. J. Intell. Manuf. Antoine Proteau, Antoine Tahan, Ryad Zemouri, Marc Thomas
2020	J	`jnl`	A new growing pruning deep learning neural network algorithm (GP-DLNN). Neural Comput. Appl. Ryad Zemouri, Nabil Omri, Farhat Fnaiech, Noureddine Zerhouni, Nader Fnaiech
2020	J	`jnl`	Semi-Supervised Adversarial Variational Autoencoder. Mach. Learn. Knowl. Extr. Ryad Zemouri
2009	—	`conf`	Hierarchical systems monitoring using Recurrent Synchronized Fuzzy Petri Nets. ECC Eugenia Minca, Ryad Zemouri, Florin Dragomir, Otilia Elena Dragomir