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R

Ryad Zemouri

hydro-québec research center (crhq)

20H指数
97论文数
1.2K被引数
收录论文 16
发表时间
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A modular deep learning methodology for multi-fault machine health diagnostics from sparse and imbalanced multimodal data一种基于稀疏和非平衡多模态数据的模块化深度学习方法，用于多故障机器健康诊断
errNeurocomputing
IF6.5
err2025-12-02
err0
PREAI
errSagar Jose; Khanh T.P Nguyen; Kamal Medjaher; Ryad Zemouri; Mélanie Lévesque; Antoine Tahan
err分享
err收藏
Optimizing deep learning predictive models: A comprehensive review of RNN and its variant architectures优化深度学习预测模型：RNN及其变体架构的全面综述
errApplied Soft Computing
IF6.6
err2025-10-09
err0
errOAAI
errAndrew Adewunmi Adekunle; Issouf. Fofana; Patrick Picher; Esperanza Mariela Rodriguez-Celis; Oscar Henry Arroyo-Fernandez; Ryad Zemouri
err分享
err收藏
Prognostics of complex machinery with sparse multilabel multimodal run-to-failure data: A graph neural network approach复杂机械的预后研究：基于稀疏多标签多模态运行至失效数据的图神经网络方法
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2025-05-01
err0
PREAI
errJose, S; Zemouri, R; Nguyen, KTP; Medjaher, K; Lévesque, M; Tahan, A
err分享
err收藏
Advancing multimodal diagnostics: Integrating industrial textual data and domain knowledge with large language models推进多模式诊断: 将工业文本数据和领域知识与大型语言模型集成
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err1
PREAI
errJose, Sagar; Nguyen, Khanh T. P.; Medjaher, Kamal; Zemouri, Ryad; Levesque, Melanie; Tahan, Antoine
err分享
err收藏
Unleashing Artificial Intelligence: Monitoring and Diagnosing Large Hydrogenerators
errIEEE POWER & ENERGY MAGAZINE
IF2.2
err2024-11-01
err0
PREAI
errBechara, Helene; Ibrahim, Rony; Tahan, Antoine; Zemouri, Ryad; Merkhouf, Arezki; Kedjar, Bachir; Al-Haddad, Kamal
err分享
err收藏
Fault Detection Based on Vibration Measurements and Variational Autoencoder-Desirability Function
errIEEE OPEN JOURNAL OF INDUSTRY APPLICATIONS
IF3.3
err2024-01-01
err1
errOAAI
errIbrahim, Rony; Zemouri, Ryad; Tahan, Antoine; Kedjar, Bachir; Merkhouf, Arezki; Al-Haddad, Kamal
err分享
err收藏
Review of Artificial Intelligence Methods for Faults Monitoring, Diagnosis, and Prognosis in Hydroelectric Synchronous Generators水电同步发电机故障监测、诊断和预测的人工智能方法综述
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errBechara, Helene; Ibrahim, Rony; Zemouri, Ryad; Kedjar, Bachir; Merkhouf, Arezki; Tahan, Antoine; Al-Haddad, Kamal
err分享
err收藏
System Condition Monitoring Based on a Standardized Latent Space and the Nataf Transform
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errOliveira-Filho, Adaiton; Zemouri, Ryad; Pelletier, Francis; Tahan, Antoine
err分享
err收藏
Fault detection and diagnostics in the context of sparse multimodal data and expert knowledge assistance: Application to hydrogenerators在稀疏多式联运数据和专家知识辅助的情况下进行故障检测和诊断: 在水轮发电机中的应用
errCOMPUTERS IN INDUSTRY
IF9.1
err2023-10-01
err7
errOAAI
errJose, Sagar; Nguyen, Khanh T. P.; Medjaher, Kamal; Zemouri, Ryad; Levesque, Melanie; Tahan, Antoine
err分享
err收藏
Non-Invasive Detection of Rotor Inter-Turn Short Circuit of a Hydrogenerator Using AI-Based Variational Autoencoder
errIEEE TRANSACTIONS ON INDUSTRY APPLICATIONS
IF4.5
err2023-01-01
err8
PREAI
errIbrahim, Rony; Zemouri, Ryad; Kedjar, Bachir; Merkhouf, Arezki; Tahan, Antoine; Al-Haddad, Kamal; Lafleur, Francois
err分享
err收藏
Non-Invasive Detection of Rotor Inter-Turn Short Circuit in Large Hydrogenerators by Using Stray Flux Measurement Combined With Convolutional Variational Autoencoder Analysis (CVAE)
errIEEE TRANSACTIONS ON INDUSTRY APPLICATIONS
IF4.5
err2023-01-01
err4
PREAI
errBechara, Helene; Zemouri, Ryad; Kedjar, Bachir; Merkhouf, Arezki; Al-Haddad, Kamal; Tahan, Antoine
err分享
err收藏
Predicting the quality of a machined workpiece with a variational autoencoder approach
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2021-08-11
err17
PREAI
errProteau, Antoine; Tahan, Antoine; Zemouri, Ryad; Thomas, Marc
err分享
err收藏
Semi-Supervised Adversarial Variational Autoencoder半监督对抗变分自动编码器
errMACHINE LEARNING AND KNOWLEDGE EXTRACTION
IF6
err2020-09-06
err19
errOAAI
errZemouri, Ryad
err分享
err收藏
Prediction of Oncotype DX recurrence score using deep multi-layer perceptrons in estrogen receptor-positive, HER2-negative breast cancer
errBREAST CANCER
IF2.9
err2020-05-08
err25
PREAI
errBaltres, Aline; Al Masry, Zeina; Zemouri, Ryad; Valmary-Degano, Severine; Arnould, Laurent; Zerhouni, Noureddine; Devalland, Christine
err分享
err收藏
Deep Convolutional Variational Autoencoder as a 2D-Visualization Tool for Partial Discharge Source Classification in Hydrogenerators
errIEEE ACCESS
IF3.6
err2020-01-01
err42
errOAAI
errZemouri, Ryad; Levesque, Melanie; Amyot, Normand; Hudon, Claude; Kokoko, Olivier; Tahan, Antoine
err分享
err收藏
Defining and applying prediction performance metrics on a recurrent NARX time series model
errNEUROCOMPUTING
IF6.5
err2010-08-01
err46
errOAAI
errZemouri, Ryad; Gouriveau, Rafael; Zerhouni, Noureddine
err分享
err收藏

研究方向

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合作学者
合作期刊
K
Kamal Al‐Haddad
H 指数: 71 · 论文数: 972
L
Laurent Arnould
H 指数: 61 · 论文数: 521
N
Noureddine Zerhouni
H 指数: 51 · 论文数: 485
I
I. Fofana
H 指数: 44 · 论文数: 409
K
Kamal Medjaher
H 指数: 37 · 论文数: 220
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