Okba Taouali

According to our database, Okba Taouali authored at least 30 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Dynamic sensor fault detection approach using data-driven techniques.

Imen Hamrouni, Khaoula Ben Abdellafou, Majed Aborokbah, Okba Taouali

Neural Comput. Appl., August, 2024

Anomaly-based intrusion detection system in IoT using kernel extreme learning machine.

Sawssen Bacha, Ahamed Aljuhani, Khawla Ben Abdellafou, Okba Taouali, Noureddine Liouane, Mamoun Alazab

J. Ambient Intell. Humaniz. Comput., January, 2024

A Deep-Learning-Integrated Blockchain Framework for Securing Industrial IoT.

Ahamed Aljuhani, Prabhat Kumar, Rehab Alanazi, Turki Albalawi, Okba Taouali, A. K. M. Najmul Islam, Neeraj Kumar, Mamoun Alazab

IEEE Internet Things J., 2024

Novel intrusion detection system based on a downsized kernel method for cybersecurity in smart agriculture.

Kamel Zidi, Khaoula Ben Abdellafou, Ahamed Aljuhani, Okba Taouali, Mohamed Faouzi Harkat

Eng. Appl. Artif. Intell., 2024

2023

Anomaly detection for process monitoring based on machine learning technique.

Imen Hamrouni, Hajer Lahdhiri, Khaoula Ben Abdellafou, Ahamed Aljuhani, Okba Taouali

Neural Comput. Appl., February, 2023

Intelligent Intrusion Detection System for the Internet of Medical Things Based on Data-Driven Techniques.

Okba Taouali, Sawcen Bacha, Khaoula Ben Abdellafou, Ahamed Aljuhani, Kamel Zidi, Rehab Alanazi, Mohamed Faouzi Harkat

Comput. Syst. Sci. Eng., 2023

2022

Early detection of digital mammogram using kernel extreme learning machine.

Sawcen Bacha, Khawla Ben Abdellafou, Ahamed Aljuhani, Okba Taouali, Noureddine Liouane

Concurr. Comput. Pract. Exp., 2022

2021

An enhanced CAD system based on machine Learning Algorithm for brain MRI classification.

Syrine Neffati, Khaoula Ben Abdellafou, Ahamed Aljuhani, Okba Taouali

J. Intell. Fuzzy Syst., 2021

An Improved Fault Diagnosis Strategy for Process Monitoring Using Reconstruction Based Contributions.

Hajer Lahdhiri, Ahamed Aljuhani, Khaoula Ben Abdellafou, Okba Taouali

IEEE Access, 2021

Uncertain Dynamic Process Monitoring Using Moving Window Interval PCA.

Imen Hamrouni, Hajer Lahdhiri, Okba Taouali, Kais Bouzrara

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

2020

Machine learning technique for data-driven fault detection of nonlinear processes.

Maroua Said, Khaoula Ben Abdellafou, Okba Taouali

J. Intell. Manuf., 2020

Enhanced SVM-KPCA Method for Brain MR Image Classification.

Syrine Neffati, Khaoula Ben Abdellafou, Okba Taouali, Kais Bouzrara

Comput. J., 2020

2019

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

Hajer Lahdhiri, Khaoula Ben Abdellafou, Okba Taouali, Majdi Mansouri, Ouajdi Korbaa

Trans. Inst. Meas. Control, 2019

An improved machine learning technique based on downsized KPCA for Alzheimer's disease classification.

Syrine Neffati, Khaoula Ben Abdellafou, Ines Jaffel, Okba Taouali, Kais Bouzrara

Int. J. Imaging Syst. Technol., 2019

New kernel method for MRI classification.

Syrine Neffati, Okba Taouali, Kais Bouzrara

Proceedings of the 16th International Multi-Conference on Systems, Signals & Devices, 2019

2018

Fault detection and isolation in nonlinear systems with partial Reduced Kernel Principal Component Analysis method.

Ines Jaffel, Okba Taouali, Mohamed Faouzi Harkat, Hassani Messaoud

Trans. Inst. Meas. Control, 2018

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

Radhia Fazai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Hazem N. Nounou

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

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

Radhia Fazai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila, Mohamed N. Nounou

Proceedings of the 16th European Control Conference, 2018

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

Radhia Fezai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila

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

2017

Fault detection localization and reconstruction in nonlinear system using RKPCA method and RBC.

Ines Jaffel, Radhia Fezai, Okba Taouali, Mohamed Faouzi Harkat, Hassani Messaoud

Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

Online process monitoring based on kernel method.

Radhia Fezai, Ines Jaffel, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila

Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

2016

Identification of nonlinear systems with kernel methods.

Hamza Nejib, Okba Taouali, Nasreddine Bouguila

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

2015

Online identification of nonlinear system using a new kernel algorithm.

Okba Taouali

Proceedings of the 4th International Conference on Systems and Control, 2015

On the application of recursive principal component analysis method to fault detection and isolation.

Ines Jaffel, Okba Taouali, Ilyes Elaissi, Hédi Massaoud

Proceedings of the 4th International Conference on Systems and Control, 2015

2014

Hybrid kernel identification method based on support vector regression and regularisation network algorithms.

Okba Taouali, Ilyes Elaissi, Hassani Messaoud

IET Signal Process., 2014

2013

A new online fault detection method based on PCA technique.

Ines Jaffel, Okba Taouali, Elyes Elaissi, Hassani Messaoud

IMA J. Math. Control. Inf., 2013

2012

Online identification of nonlinear system using reduced kernel principal component analysis.

Okba Taouali, Ilyes Elaissi, Hassani Messaoud

Neural Comput. Appl., 2012

Design and comparative study of online kernel methods identification of nonlinear system in RKHS space.

Okba Taouali, Ilyes Elaissi, Hassani Messaoud

Artif. Intell. Rev., 2012

2009

A comparative study of non linear MISO Process modelling techniques: Application to a chemical reactor.

Okba Taouali, Saidi Nabiha, Hassani Messaoud

Proceedings of the 2nd IFAC International Conference on Intelligent Control Systems and Signal Processing, 2009

Identification of non linear multivariable processes modelled on reproducing Kernel Hilbert space: Application to Tennessee process.

Okba Taouali, Ilyes Elaissi, Nathalie Villa, Hassani Messaoud

Proceedings of the 2nd IFAC International Conference on Intelligent Control Systems and Signal Processing, 2009