Comparative Study Between the Timed Automata and the Recurrent Radial Basis Function for Discrete Event System Diagnosis
Ryad Zemouri
,
Jean-Marc Faure
Article dans une revue
hal-02479210v1
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A new growing pruning deep learning neural network algorithm (GP-DLNN)
Ryad Zemouri
,
Nabil Omri
,
Farhat Fnaiech
,
Noureddine Zerhouni
,
Nader Fnaiech
Article dans une revue
hal-02462260v1
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Dimension reduction and 2D-visualization for early change of state detection in a machining process with a variational autoencoder approach
Antoine Proteau
,
Ryad Zemouri
,
Antoine Tahan
,
Marc Thomas
Article dans une revue
hal-03013491v1
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Unsupervised Feature Reduction Techniques with Bidirectional GRU Neural Network for Aircraft Engine RUL Estimation
Ikram Remadna
,
Sadek Labib Terrissa
,
Ryad Zemouri
,
Soheyb Ayad
,
Noureddine Zerhouni
Chapitre d'ouvrage
hal-02471894v1
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Leveraging the Power of the Combination of CNN and Bi-Directional LSTM Networks for Aircraft Engine RUL Estimation
Ikram Remadna
,
Sadek Labib Terrissa
,
Ryad Zemouri
,
Soheyb Ayad
,
Noureddine Zerhouni
Communication dans un congrès
hal-02868394v1
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Breast cancer diagnosis based on joint variable selection and Constructive Deep Neural Network
Ryad Zemouri
,
N. Omri
,
C. Devalland
,
L. Arnould
,
B. Morello
,
et al.
Communication dans un congrès
hal-02465962v1
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Improving data-driven prognostics by assessing predictability of features.
Kamran Javed
,
Rafael Gouriveau
,
Ryad Zemouri
,
Noureddine Zerhouni
Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM'11. , Sep 2011, Montréal, Québec, Canada. pp.555-560
Communication dans un congrès
hal-00632185v1
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Features Selection Procedure for Prognostics: An Approach Based on Predictability
Kamran Javed
,
Rafael Gouriveau
,
Ryad Zemouri
,
Noureddine Zerhouni
8th IFAC International Symposium on Fault Dectection, Supervision and Safety for Technical Processes, SAFEPROCESS'12. , Aug 2012, Mexico City, Mexico. pp.25-30
Communication dans un congrès
hal-00734037v1
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The RRBF. Dynamic representation of time in radial basis function network
Ryad Zemouri
,
Z. Ryad
,
R. Daniel
,
Z. Noureddine
ETFA 2001. 2001 8th International Conference on Emerging Technologies and Factory Automation. , Oct 2001, Antibes-Juan les Pins, France. pp.737-740,
⟨10.1109/ETFA.2001.997771⟩
Communication dans un congrès
hal-02479183v1
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Hierarchical systems monitoring using Recurrent Synchronized Fuzzy Petri Nets
Eugénia Minca
,
Ryad Zemouri
,
Florin Dragomir
,
Otilia Elena Dragomir
Communication dans un congrès
hal-02479239v1
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Deep Variational Autoencoder: An Efficient Tool for PHM Frameworks
Ryad Zemouri
,
Melanie Levesque
,
Normand Amyot
,
Claude Hudon
,
Olivier Kokoko
Communication dans un congrès
hal-02868384v1
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An evolutionary building algorithm for Deep Neural Networks
Ryad Zemouri
2017 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM) , Jun 2017, Nancy, France. pp.1-7,
⟨10.1109/WSOM.2017.8020002⟩
Communication dans un congrès
hal-02465979v1
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Combining a recurrent neural network and a PID controller for prognostic purpose.
Ryad Zemouri
,
Rafael Gouriveau
,
Noureddine Zerhouni
PENTOM'09 - PErformances et Nouvelles TechnolOgies en Maintenance. , Dec 2009, Autrans, France. pp.1-14
Communication dans un congrès
hal-00445707v1
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Intelligence artificielle : quel avenir en anatomie pathologique ?
Ryad Zemouri
,
Christine Devalland
,
Séverine Valmary-Degano
,
Noureddine Zerhouni
Article dans une revue
hal-02462265v1
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Recurrent radial basis function network for time-series prediction
Ryad Zemouri
,
Daniel Racoceanu
,
Noureddine Zerhouni
Article dans une revue
istex
hal-02479206v1
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Comparative Study Between the Timed Automata and the Recurrent Radial Basis Function for Discrete Event System Diagnosis
Ryad Zemouri
,
Jean-Marc Faure
Communication dans un congrès
hal-02479220v1
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Deep Convolutional Variational Autoencoder as a 2D-Visualization Tool for Partial Discharge Source Classification in Hydrogenerators
Ryad Zemouri
,
Melanie Levesque
,
Normand Amyot
,
Claude Hudon
,
Olivier Kokoko
,
et al.
Article dans une revue
hal-02462252v1
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Defining and applying prediction performance metrics on a recurrent NARX time series model.
Ryad Zemouri
,
Rafael Gouriveau
,
Noureddine Zerhouni
Article dans une revue
hal-00501643v1
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Improving the prediction accuracy of recurrent neural network by a PID controller.
Ryad Zemouri
,
Rafael Gouriveau
,
Paul Ciprian Patic
International Journal of Systems Applications, Engineering & Development. , 2010, 4 (2), pp.19-34
Article dans une revue
hal-00544722v1
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Automatic Line for Sorting and Identification Parts in Industrial Manufacturing
Paul Ciprian Patic
,
Ion Florin Popa
,
Ryad Zemouri
Proceedings of the 33rd International Business Information Management Association (IBIMA) , Apr 2019, Granada, Spain. pp.2982-2994
Communication dans un congrès
hal-04052267v1
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A Petri nets graphic method of reduction using birth-death processes
Ryad Zemouri
,
D. Racoceanu
,
N. Zerhouni
2001 ICRA. IEEE International Conference on Robotics and Automation , May 2001, Seoul, South Korea. pp.46-51,
⟨10.1109/ROBOT.2001.932528⟩
Communication dans un congrès
hal-02479177v1
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APPLICATION OF THE DYNAMIC RBF NETWORK IN A MONITORING PROBLEM OF THE PRODUCTION SYSTEMS
Ryad Zemouri
,
Daniel Racoceanu
,
Noureddine Zerhouni
Article dans une revue
hal-02479197v1
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Prediction of Oncotype DX recurrence score using deep multi-layer perceptrons in estrogen receptor-positive, HER2-negative breast cancer
Aline Baltres
,
Zeina Al Masry
,
Ryad Zemouri
,
Séverine Valmary-Degano
,
Laurent Arnould
,
et al.
Article dans une revue
hal-02605519v1
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Semi-Supervised Adversarial Variational Autoencoder
Ryad Zemouri
Article dans une revue
hal-02931571v1
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Towards accurate and reproducible predictions for prognostic : an approach combining a RRBF Network and an AutoRegressive Model.
Ryad Zemouri
,
Rafael Gouriveau
1st IFAC Workshop on Advanced Maintenance Engineering, Services and Technology, IFAC A-MEST'10. , Jul 2010, Lisbonne, Portugal. pp.163-168
Communication dans un congrès
hal-00503906v1
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Réseaux de neurones récurrents à fonctions de base radiales. Application à la surveillance dynamique
Ryad Zemouri
,
Daniel Racoceanu
,
Nourredine Zerhouni
Article dans une revue
istex
hal-02479204v1
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Contribution à la surveillance des systèmes de production à l'aide des réseaux de neurones dynamiques : Application à la e-maintenance
Ryad Zemouri
Automatique / Robotique. Université de Franche-Comté, 2003. Français.
⟨NNT : ⟩
Thèse
tel-00006003v1
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Réglage du routeur d'un sous réseau dédié au contrôle commande temps réel : Approche expérimentale avec apprentissage par réseau de neurones
Steve Limal
,
Bruno Denis
,
Ryad Zemouri
,
Jean-Jacques Lesage
3ème Conférence Internationale sur la Productique (CIP'05) , Dec 2005, Tlemcen, Algérie. paper #44, 7 p
Communication dans un congrès
hal-00424443v1
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Robust, reliable and applicable tool wear monitoring and prognostic : approach based on an Improved-Extreme Learning Machine.
Kamran Javed
,
Rafael Gouriveau
,
Noureddine Zerhouni
,
Ryad Zemouri
,
Xiang Li
IEEE International Conference on Prognostics and Health Management, PHM'12. , Jun 2012, Denver, Colorado, United States. pp.1-9
Communication dans un congrès
hal-00719545v1
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Autonomous and adaptive procedure for cumulative failure prediction
Ryad Zemouri
,
Noureddine Zerhouni
Article dans une revue
istex
hal-02479251v1
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