Noureddine Zerhouni

According to our database1, Noureddine Zerhouni
  • authored at least 75 papers between 1995 and 2017.
  • has a "Dijkstra number"2 of five.

Timeline

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Bibliography

2017
Direct Remaining Useful Life Estimation Based on Support Vector Regression.
IEEE Trans. Industrial Electronics, 2017

ANOVA method applied to proton exchange membrane fuel cell ageing forecasting using an echo state network.
Mathematics and Computers in Simulation, 2017

Dependability of Sensor Networks for Industrial Prognostics and Health Management.
CoRR, 2017

2016
Joint Particle Filters Prognostics for Proton Exchange Membrane Fuel Cell Power Prediction at Constant Current Solicitation.
IEEE Trans. Reliability, 2016

Degradations analysis and aging modeling for health assessment and prognostics of PEMFC.
Rel. Eng. & Sys. Safety, 2016

Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction.
J. Intelligent Manufacturing, 2016

Resiliency in Distributed Sensor Networks for Prognostics and Health Management of the Monitoring Targets.
Comput. J., 2016

PEM fuel cell prognostics under variable load: A data-driven ensemble with new incremental learning.
Proceedings of the International Conference on Control, 2016

A new approach of PHM as a service in cloud computing.
Proceedings of the 4th IEEE International Colloquium on Information Science and Technology, 2016

2015
Bearing Health Monitoring Based on Hilbert-Huang Transform, Support Vector Machine, and Regression.
IEEE Trans. Instrumentation and Measurement, 2015

Enabling Health Monitoring Approach Based on Vibration Data for Accurate Prognostics.
IEEE Trans. Industrial Electronics, 2015

A New Multivariate Approach for Prognostics Based on Extreme Learning Machine and Fuzzy Clustering.
IEEE Trans. Cybernetics, 2015

Remaining useful life estimation based on discriminating shapelet extraction.
Rel. Eng. & Sys. Safety, 2015

Case-based maintenance: Structuring and incrementing the case base.
Knowl.-Based Syst., 2015

Health assessment and life prediction of cutting tools based on support vector regression.
J. Intelligent Manufacturing, 2015

Dependability of wireless sensor networks for industrial prognostics and health management.
Computers in Industry, 2015

Parametric sensitivity analysis of a PEMFC physics-based model developed for prognostics.
Proceedings of the 2015 IEEE Conference on Prognostics and Health Management, 2015

2014
Condition assessment and fault prognostics of microelectromechanical systems.
Microelectronics Reliability, 2014

PETRA: Process Evolution using a TRAce-based system on a maintenance platform.
Knowl.-Based Syst., 2014

SW-ELM: A summation wavelet extreme learning machine algorithm with a priori parameter initialization.
Neurocomputing, 2014

Shapelet-based remaining useful life estimation.
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

2013
Joint Prediction of Continuous and Discrete States in Time-Series Based on Belief Functions.
IEEE Trans. Cybernetics, 2013

Feature Evaluation for Effective Bearing Prognostics.
Quality and Reliability Eng. Int., 2013

Reutilization of diagnostic cases by adaptation of knowledge models.
Eng. Appl. of AI, 2013

Remaining useful life estimation based on nonlinear feature reduction and support vector regression.
Eng. Appl. of AI, 2013

2012
A Data-Driven Failure Prognostics Method Based on Mixture of Gaussians Hidden Markov Models.
IEEE Trans. Reliability, 2012

Remaining Useful Life Estimation of Critical Components With Application to Bearings.
IEEE Trans. Reliability, 2012

Connexionist-Systems-Based Long Term Prediction Approaches for Prognostics.
IEEE Trans. Reliability, 2012

Autonomous and adaptive procedure for cumulative failure prediction.
Neural Computing and Applications, 2012

Evidential evolving Gustafson-Kessel algorithm for online data streams partitioning using belief function theory.
Int. J. Approx. Reasoning, 2012

A formal ontology for industrial maintenance.
Applied Ontology, 2012

Prognostic by Classification of Predictions Combining Similarity-Based Estimation and Belief Functions.
Proceedings of the Belief Functions: Theory and Applications, 2012

Partially-Hidden Markov Models.
Proceedings of the Belief Functions: Theory and Applications, 2012

2011
Reducing arbitrary choices in model building for prognostics: An approach by applying parsimony principle on an evolving neuro-fuzzy system.
Microelectronics Reliability, 2011

Joint scheduling of jobs and Preventive Maintenance operations in the flowshop sequencing problem: a resolution with sequential and integrated strategies.
IJMR, 2011

Adaptation based on Knowledge Models for Diagnostic Systems using Case-base Reasoning.
Proceedings of the KMIS 2011, 2011

E2GK: Evidential Evolving Gustafsson-Kessel Algorithm for Data Streams Partitioning Using Belief Functions.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011

Evidential Evolving Gustafson-Kessel Algorithm (E2GK) and its application to PRONOSTIA's data streams partitioning.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Feature selection for fault detection systems: Application to the Tennessee Eastman Process.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2011

2010
Defining and applying prediction performance metrics on a recurrent NARX time series model.
Neurocomputing, 2010

A mixture of Gaussians Hidden Markov Model for failure diagnostic and prognostic.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2010

2008
A mix method of knowledge capitalization in maintenance.
J. Intelligent Manufacturing, 2008

Competence-Preserving Case-Deletion Strategy for Case Base Maintenance.
Proceedings of the ECCBR 2008, 2008

Adaptation-Guided Retrieval for a Diagnostic and Repair Help System Dedicated to a Pallets Transfer.
Proceedings of the ECCBR 2008, 2008

2007
Scoop Methodology: Modeling, Simulation And Analysis For Cooperative Systems.
JSW, 2007

A Low Latency MAC Scheme for Event-Driven Wireless Sensor Networks.
Proceedings of the Mobile Ad-Hoc and Sensor Networks, Third International Conference, 2007

A New Contention Access Method for Collision Avoidance in Wireless Sensor Networks.
Proceedings of the Sixth International Conference on Networking (ICN 2007), 2007

A Case Elaboration Methodology for a Diagnostic and Repair Help System Based on CBR.
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007

2006
A neuro-fuzzy monitoring system: Application to flexible production systems.
Computers in Industry, 2006

PROTEUS - Creating distributed maintenance systems through an integration platform.
Computers in Industry, 2006

Over-hearing for Energy Efficient in Event-Driven Wireless Sensor Network.
Proceedings of the IEEE 3rd International Conference on Mobile Adhoc and Sensor Systems, 2006

2005
Utilisation des réseaux de neurones temporels pour le pronostic et la surveillance dynamique. Etude comparative de trois réseaux de neurones récurrents.
Revue d'Intelligence Artificielle, 2005

Distributed Cooperative Systems Meta-Model for Maintenance Using Petri Nets and Multi-Agent Systems.
Proceedings of the 1st International Conference on Distributed Frameworks for Multimedia Applications (DFMA 2005), 2005

Cooperative systems modeling, example of a cooperative e-maintenance system.
Proceedings of the CIRA 2005, 2005

2004
A new industrial cooperative tele-maintenance platform.
Computers & Industrial Engineering, 2004

Overview on diagnosis methods using artificial intelligence application of fuzzy Petri nets.
Proceedings of the 2004 IEEE Conference on Robotics, Automation and Mechatronics, 2004

2003
Resolution of Joint Maintenance/Production Scheduling by Sequential and Integrated Strategies.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Fuzzy Petri nets for monitoring and recovery.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

Lower bounds and multiobjective evolutionary optimization for combined maintenance and production scheduling in job shop.
Proceedings of 9th IEEE International Conference on Emerging Technologies and Factory Automation, 2003

The "twin base modeling" for telemaintenance process.
Proceedings of 9th IEEE International Conference on Emerging Technologies and Factory Automation, 2003

Distributed cooperation modeling for maintenance using Petri nets and multi-agents systems.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003

2002
Réseaux de neurones récurrents à fonctions de base radiales: RRFR Application au pronostic.
Revue d'Intelligence Artificielle, 2002

Modular Modeling and Analysis of a Distributed Production System with Distant Specialised Maintenance.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002

2001
Input-Output Relation and Time-Optimal Control of a Class of Hybrid Petri Nets Using min, +) Semiring.
Discrete Event Dynamic Systems, 2001

A Petri net Graphic Method of Reduction Using Birth-death Processes.
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001

A genetic algorithm and data mining to resolve a job shop schedule.
Proceedings of 8th IEEE International Conference on Emerging Technologies and Factory Automation, 2001

The RRBF. Dynamic representation of time in radial basis function network.
Proceedings of 8th IEEE International Conference on Emerging Technologies and Factory Automation, 2001

2000
Neural networks implementation for modeling and control design of manufacturing systems.
J. Intelligent Manufacturing, 2000

1999
Some subclasses of Petri nets and the analysis of their structural properties: a new approach.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 1999

Analysis of Manufacturing Lines Using a Phase Space Algorithm: Open Line Case.
Proceedings of the Multiple Approaches to Intelligent Systems, 1999

1998
On the control of manufacturing lines modelled by controlled continuous Petri nets.
Int. J. Systems Science, 1998

1997
Control of discrete event systems modelled by continuous Petri nets: case of opened manufacturing lines.
Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997

1996
On the calculation of transfer function of timed event Petri nets.
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996

1995
Control of Manufacturing Systems Using Neural Networks.
Proceedings of the EUROSIM'96, 1995

On the Modelling and Simulation of Variable Speed Continuous Petri Nets.
Proceedings of the EUROSIM'96, 1995


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