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1

[IEEE 2020 Prognostics and Health Management Conference (PHM-BesanÃ§on) - Besancon, France (2020.5.4-2020.5.7)] 2020 Prognostics and Health Management Conference (PHM-BesanÃ§on) - Deep Variational Autoencoder: An Efficient Tool for PHM Frameworks

Zemouri, Ryad, Levesque, Melanie, Amyot, Normand, Hudon, Claude, Kokoko, Olivier

Year:

2020

File:

PDF, 1.70 MB

2020

2

[IEEE 2020 Prognostics and Health Management Conference (PHM-BesanÃ§on) - Besancon, France (2020.5.4-2020.5.7)] 2020 Prognostics and Health Management Conference (PHM-BesanÃ§on) - Leveraging the Power of the Combination of CNN and Bi-Directional LSTM Networks for Aircraft Engine RUL Estimation

Remadna, Ikram, Terrissa, Sadek Labib, Zemouri, Ryad, Ayad, Soheyb, Zerhouni, Noureddine

Year:

2020

File:

PDF, 424 KB

2020

3

Recurrent radial basis function network for time-series prediction

Ryad Zemouri, Daniel Racoceanu, Noureddine Zerhouni

Journal:

Engineering Applications of Artificial Intelligence

Year:

2003

Language:

english

File:

PDF, 403 KB

english, 2003

4

Semi-Supervised Adversarial Variational Autoencoder

Journal:

Machine Learning and Knowledge Extraction

Year:

2020

File:

PDF, 6.42 MB

2020

5

Autonomous and adaptive procedure for cumulative failure prediction

Ryad Zemouri, Noureddine Zerhouni

Journal:

Neural Computing and Applications

Year:

2012

Language:

english

File:

PDF, 1.25 MB

english, 2012

6

Defining and applying prediction performance metrics on a recurrent NARX time series model

Ryad Zemouri, Rafael Gouriveau, Noureddine Zerhouni

Journal:

Year:

2010

Language:

english

File:

PDF, 2.75 MB

english, 2010

7

[IEEE 2012 IEEE Conference on Prognostics and Health Management (PHM) - Denver, CO, USA (2012.06.18-2012.06.21)] 2012 IEEE Conference on Prognostics and Health Management - Robust, reliable and applicable tool wear monitoring and prognostic: Approach based on an improved-extreme learning machine

Javed, Kamran, Gouriveau, Rafael, Zerhouni, Noureddine, Zemouri, Ryad, Li, Xiang

Year:

2012

Language:

english

File:

PDF, 449 KB

english, 2012

8

[IEEE 2006 IEEE Conference on Computer Aided Control System Design, 2006 IEEE International Conference on Control Applications, 2006 IEEE International Symposium on Intelligent Control - Munich, Germany (2006.10.4-2006.10.6)] 2006 IEEE Conference on Computer Aided Control System Design, 2006 IEEE International Conference on Control Applications, 2006 IEEE International Symposium on Intelligent Control - Diagnosis of discrete event system by stochastic timed automata

Zemouri, Ryad, Faure, Jean Marc

Year:

2006

Language:

english

File:

PDF, 265 KB

english, 2006

9

Fault Detection, Supervision and Safety of Technical Processes 2006 || Comparative Study Between the Timed Automata and the Recurrent Radial Basis Function for Discrete Event System Diagnosis

Year:

2007

Language:

english

File:

PDF, 747 KB

english, 2007

10

[AIP INTELLIGENT SYSTEMS AND AUTOMATION: 2nd Mediterranean Conference on Intelligent Systems and Automation (CISA’09) - Zarzis (Tunisia) (23–25 March 2009)] AIP Conference Proceedings - Training the Recurrent neural network by the Fuzzy Min-Max algorithm for fault prediction

Zemouri, Ryad, Racoceanu, Daniel, Zerhouni, Noureddine, Minca, Eugenia, Filip, Florin, Beji, Lotfi, Otmane, Samir, Abichou, Azgal

Year:

2009

Language:

english

File:

PDF, 1.04 MB

english, 2009

11

WITHDRAWN: Recurrent NARX time series model prediction: A feedforward and recurrent radial basis function network

Zemouri, Ryad, Gouriveau, Rafael

Journal:

Neural Networks

Year:

2010

File:

PDF, 47 KB

2010

12

COMPARATIVE STUDY BETWEEN THE TIMED AUTOMATA AND THE RECURRENT RADIAL BASIS FUNCTION FOR DISCRETE EVENT SYSTEM DIAGNOSIS

Zemouri, Ryad, Faure, Jean Marc

Journal:

IFAC Proceedings Volumes

Year:

2006

Language:

english

File:

PDF, 409 KB

english, 2006

13

Advanced methods for modeling the discrets hierarchical systems

MINCA, Eugenia, FILIP, Florin, ZEMOURI, Ryad, DRAGOMIR, Florin, DRAGOMIR, Otilia

Journal:

IFAC Proceedings Volumes

Year:

2009

Language:

english

File:

PDF, 210 KB

english, 2009

14

Towards Accurate and Reproducible Predictions for Prognostic: an Approach Combining a RRBF Network and an AutoRegressive Model

Zemouri, Ryad, Gouriveau, Rafael

Journal:

IFAC Proceedings Volumes

Year:

2010

Language:

english

File:

PDF, 180 KB

english, 2010

15

APPLICATION OF THE DYNAMIC RBF NETWORK IN A MONITORING PROBLEM OF THE PRODUCTION SYSTEMS

Ryad, Zemouri, Daniel, Racoceanu, Noureddine, Zerhouni

Journal:

IFAC Proceedings Volumes

Year:

2002

Language:

english

File:

PDF, 534 KB

english, 2002

16

[IEEE 2017 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM) - Nancy, France (2017.6.28-2017.6.30)] 2017 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM) - An evolutionary building algorithm for Deep Neural Networks

Year:

2017

Language:

english

File:

PDF, 378 KB

english, 2017

17

[IEEE 2018 International Conference on Advanced Systems and Electric Technologies (IC_ASET) - Hammamet, Tunisia (2018.3.22-2018.3.25)] 2018 International Conference on Advanced Systems and Electric Technologies (IC_ASET) - An overview on the deep learning based prognostic

Remadna, Ikram, Terrissa, Sadek Labib, Zemouri, Ryad, Ayad, Soheyb

Year:

2018

Language:

english

File:

PDF, 101 KB

english, 2018

18

[IEEE 2009 European Control Conference (ECC) - Budapest (2009.8.23-2009.8.26)] 2009 European Control Conference (ECC) - Hierarchical systems monitoring using Recurrent Synchronized Fuzzy Petri Nets

Minca, Eugenia, Zemouri, Ryad, Dragomir, Florin, Dragomir, Otilia Elena

Year:

2009

File:

PDF, 7 KB

2009

19

Deep Learning in the Biomedical Applications: Recent and Future Status

Zemouri, Ryad, Zerhouni, Noureddine, Racoceanu, Daniel

Journal:

Applied Sciences

Year:

2019

Language:

english

File:

PDF, 3.67 MB

english, 2019

20

Deep Learning in the Biomedical Applications: Recent and Future Status

Zemouri, Ryad, Zerhouni, Noureddine, Racoceanu, Daniel

Journal:

Applied Sciences

Year:

2019

File:

PDF, 3.67 MB

2019

21

A new growing pruning deep learning neural network algorithm (GP-DLNN)

Zemouri, Ryad, Omri, Nabil, Fnaiech, Farhat, Zerhouni, Noureddine, Fnaiech, Nader

Journal:

Neural Computing and Applications

Year:

2019

File:

PDF, 1.90 MB

2019

22

Intelligence artificielle : quel avenir en anatomie pathologique ?

Zemouri, Ryad, Devalland, Christine, Valmary-Degano, Séverine, Zerhouni, Noureddine

Journal:

Annales de Pathologie

Year:

2019

File:

PDF, 2.28 MB

2019

23

Deep Convolutional Variational Autoencoder as a 2D-Visualization Tool for Partial Discharge Source Classification in Hydrogenerators

Zemouri, Ryad, Levesque, Melanie, Amyot, Normand, Hudon, Claude, Kokoko, Olivier, Tahan, Souheil Antoine

Journal:

Year:

2020

File:

PDF, 7.93 MB

2020

24

Prediction of Oncotype DX recurrence score using deep multi-layer perceptrons in estrogen receptor-positive, HER2-negative breast cancer

Baltres, Aline, Al Masry, Zeina, Zemouri, Ryad, Valmary-Degano, Severine, Arnould, Laurent, Zerhouni, Noureddine, Devalland, Christine

Journal:

Year:

2020

File:

PDF, 1.30 MB

2020

25

Dimension reduction and 2D-visualization for early change of state detection in a machining process with a variational autoencoder approach

Proteau, Antoine, Zemouri, Ryad, Tahan, Antoine, Thomas, Marc

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2020

File:

PDF, 6.21 MB

2020

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