Majdi Mansouri

Kais Bouzrara

IEEE Access, 2020

Interval-Valued Features Based Machine Learning Technique for Fault Detection and Diagnosis of Uncertain HVAC Systems.

[BibT_eX]

[DOI]

Sondes Gharsellaoui

Mohamed Trabelsi

Shady S. Refaat

Hassani Messaoud

IEEE Access, 2020

Reliable Fault Detection and Diagnosis of Large-Scale Nonlinear Uncertain Systems Using Interval Reduced Kernel PLS.

[BibT_eX]

[DOI]

Hassani Messaoud

IEEE Access, 2020

Fault Detection in Waste Water Treatment Plants using Improved Particle Filter-based Optimized EWMA.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

EWMA Kernel Generalized Likelihood Ratio Test for Fault Detection of Chemical Processes.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

Enhanced data-driven Damage Detection for Structural Health Monitoring Systems.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

Efficient fault detection and diagnosis of wind energy converter systems.

[BibT_eX]

[DOI]

Zahra Yahyaoui

Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020

Fault detection and diagnosis in grid-connected photovoltaic systems.

[BibT_eX]

[DOI]

Amal Hichri

Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020

Fault detection of uncertain nonlinear process using interval-valued data-driven approach.

[BibT_eX]

[DOI]

Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020

Machine Learning based Multiscale Reduced Kernel PCA for Nonlinear Process Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020

Machine learning approaches for fault detection and diagnosis of induction motors.

[BibT_eX]

[DOI]

Lamia Belguesmi

Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020

Fault detection in photovoltaic systems using machine learning technique.

[BibT_eX]

[DOI]

Khadija Attouri

Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020

2019

New online kernel method with the Tabu search algorithm for process monitoring.

[BibT_eX]

[DOI]

Hajer Lahdhiri

Khaoula Ben Abdellafou

Ouajdi Korbaa

Trans. Inst. Meas. Control, 2019

Multiscale Kernel PLS-Based Exponentially Weighted-GLRT and Its Application to Fault Detection.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2019

Fault detection of uncertain chemical processes using interval partial least squares-based generalized likelihood ratio test.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Multiscale Gaussian process regression-based generalized likelihood ratio test for fault detection in water distribution networks.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2019

Machine Learning-Based Statistical Hypothesis Testing for Fault Detection.

[BibT_eX]

[DOI]

Proceedings of the 4th Conference on Control and Fault Tolerant Systems, 2019

Multiscale Gaussian Process Regression-Based GLRT for Water Quality Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 4th Conference on Control and Fault Tolerant Systems, 2019

Enhanced Machine Learning Approaches for Diagnosing Building Systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet of Things, 2019

Reduced Gaussian process regression for fault detection of chemical processes.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet of Things, 2019

Machine learning based Gaussian process regression for fault detection of Biological Systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet of Things, 2019

Machine Learning based Reduced Kernel PCA for Nonlinear Process Monitoring.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet of Things, 2019

Performance Analysis of D2D-Enabled 5G NR Networks.

[BibT_eX]

[DOI]

Hussein M. M. Alnuweiri

Proceedings of the 2019 International Conference on Information and Communication Technology Convergence, 2019

Performance Analysis of 5G NR Synchronization Procedure with Imperfect Channel State Information.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Information and Communication Technology Convergence, 2019

Diagnosis of nonlinear systems using reduced kernel principal component analysis.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Control, Automation and Diagnosis, 2019

2018

Reduced Kernel Principal Component Analysis for Fault Detection and Its Application to an Air Quality Monitoring Network.

[BibT_eX]

[DOI]

Radhia Fazai

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Novel Fault Detection Approach of Biological Wastewater Treatment Plants.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Kernel Generalized Likelihood Ratio Test for Fault Detection of Chemical Processes.

[BibT_eX]

[DOI]

Raoudha Baklouti

Ahmed Ben Hamida

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Uncertain Dynamic Process Monitoring Using Moving Window PCA for Interval-Valued Data.

[BibT_eX]

[DOI]

Proceedings of the 29th International Workshop on Principles of Diagnosis co-located with 10th IFAC Symposium on Fault Detection, 2018

Fault Detection of the Tennessee Eastman Process using Online Reduced Kernel PCA.

[BibT_eX]

[DOI]

Radhia Fazai

Nasreddine Bouguila

Proceedings of the 16th European Control Conference, 2018

Improved Statistical Method Based Exponentially Weighted GLRT Chart and Its Application to Fault Detection.

[BibT_eX]

[DOI]

Proceedings of the 16th European Control Conference, 2018

Multiscale PLS-based Optimized EW-GLRT for Structural Damage Detection.

[BibT_eX]

[DOI]

Proceedings of the 16th European Control Conference, 2018

Fault detection using UKF-based optimized EWMA method in wastewater treatment plant.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Effective monitoring of an air quality network.

[BibT_eX]

[DOI]

Raoudha Baklouti

Ahmed Ben Hamida

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Improved shewhart chart for damage detection of structural health monitoring systems.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Max-Double Adaptive EWMA for Fault Detection of Wastewater Treatment Plants.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE/ACS International Conference on Computer Systems and Applications, 2018

Fault Diagnosis for Dynamic Nonlinear System Based on Variable Moving Window KPCA.

[BibT_eX]

[DOI]

Radhia Fezai

Nasreddine Bouguila

Proceedings of the 15th International Multi-Conference on Systems, Signals & Devices, 2018

2017

Fault detection of chemical processes using improved generalized likelihood ratio test.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Monitoring of chemical processes using improved multiscale KPCA.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Control, 2017

Fault detection of nonlinear systems using an improved KPCA method.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Control, 2017

Damage detection in structural health monitoring using kernel PLS based GLR.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

Fault detection in a wastewater treatment plant.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

Fault detection of chemical processes using KPCA-based GLRT technique.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

2016

Iterated Robust kernel Fuzzy Principal Component Analysis and application to fault detection.

[BibT_eX]

[DOI]

J. Comput. Sci., 2016

Estimation of gait parameter using sonoelastography in children with cerebral palsy.

[BibT_eX]

[DOI]

Parmida Moradi Birgani

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Generalized Hebbian Algorithm for fault detection of CSTR model.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

States and parameters estimation for biomass substrate hypothetical system.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Bayesian method for states estimation in structural health monitoring application.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

2015

An improved particle filtering for time-varying nonlinear prediction of biomass and grain protein content.

[BibT_eX]

[DOI]

Marie-France Destain

Comput. Electron. Agric., 2015

Iterated Square Root Unscented Kalman Filter for state estimation - CSTR model.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Multi-Conference on Systems, Signals & Devices, 2015

Parameter identification for nonlinear biological phenomena modeled by S-systems.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Multi-Conference on Systems, Signals & Devices, 2015

2014

Optimal sensor and path selection for target tracking in wireless sensor networks.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2014

Genetic Algorithm-based Adaptive Optimization for Target Tracking in Wireless Sensor Networks.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2014

Parameter identification of the STICS crop model, using an accelerated formal MCMC approach.

[BibT_eX]

[DOI]

Environ. Model. Softw., 2014

State and parameter estimation for nonlinear biological phenomena modeled by S-systems.

[BibT_eX]

[DOI]

Digit. Signal Process., 2014

Predicting Grain Protein Content of Winter Wheat.

[BibT_eX]

[DOI]

Marie-France Destain

Benjamin Dumont

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Kullback-Leibler divergence -based improved particle filter.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Multi-Conference on Systems, Signals & Devices, 2014

State estimation and application to induction machines - A comparative study.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Multi-Conference on Systems, Signals & Devices, 2014

Improved particle filtering for state and parameter estimation- CSTR model.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Multi-Conference on Systems, Signals & Devices, 2014

2013

Model-based and model-free filtering of genomic data.

[BibT_eX]

[DOI]

Netw. Model. Anal. Health Informatics Bioinform., 2013

Secure and robust clustering for quantized target tracking in wireless sensor networks.

[BibT_eX]

[DOI]

J. Commun. Networks, 2013

Crisis management using MAS-based wireless sensor networks.

[BibT_eX]

[DOI]

Ahmad Sardouk

Leïla Merghem-Boulahia

Dominique Gaïti

Rana Rahim-Amoud

Comput. Networks, 2013

State estimation of a chemical reactor process model - A comparative study.

[BibT_eX]

[DOI]

Proceedings of the 10th International Multi-Conferences on Systems, Signals & Devices, 2013

Estimation of nonlinear control parameters in induction machine using particle filtering.

[BibT_eX]

[DOI]

Mostefa Mohamed-Seghir

Haitham Abu-Rub

Proceedings of the 10th International Multi-Conferences on Systems, Signals & Devices, 2013

States and parameters estimation in induction motor using Bayesian techniques.

[BibT_eX]

[DOI]

Mostefa Mohamed-Seghir

Haitham Abu-Rub

Proceedings of the 10th International Multi-Conferences on Systems, Signals & Devices, 2013

2012

Robust routing for target tracking in quantized sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 8th International Wireless Communications and Mobile Computing Conference, 2012

2011

Traitement du signal collaboratif dans les réseaux de capteurs sans fils. (Collaborative signal processing in wireless sensor networks).

[BibT_eX]

[DOI]

PhD thesis, 2011

Adaptive quantized target tracking in wireless sensor networks.

[BibT_eX]

[DOI]

Wirel. Networks, 2011

Channel estimation and multiple target tracking in wireless sensor networks based on quantised proximity sensors.

[BibT_eX]

[DOI]

IET Wirel. Sens. Syst., 2011

Optimal path selection for quantized target tracking in distributed sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

Quantized variational filtering for target tracking and relay localization in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

Secure quantized target tracking in wireless sensor networks.

[BibT_eX]

[DOI]

Lyes Khoukhi

Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

WIRS: Resource Reservation and Traffic Regulation for QoS Support in Wireless Mesh Networks.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

Genetic Algorithm Optimization for Quantized Target Tracking in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

2010

A Sensor Selection Method for Target Tracking in Wireless Sensor Networks Using Quantized Variational Filtering.

[BibT_eX]

[DOI]

Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

Multi-Agent System Based Wireless Sensor Network for Crisis Management.

[BibT_eX]

[DOI]

Ahmad Sardouk

Leïla Merghem-Boulahia

Dominique Gaïti

Rana Rahim-Amoud

Proceedings of the Global Communications Conference, 2010

Joint Multiple Target Tracking and Channel Estimation in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2010

2009

Image Super-Resolution using a Bayesian approach with a Gauss-Markov-Potts prior.

[BibT_eX]