Okba Taouali

32 papers A 2B 2Journal 20Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Online Reduced KPLS Data-Driven Method for Fault Diagnosis of Nonlinear Processes.
Symmetry
Maroua Said, Okba Taouali, Kamel Zidi, Wad Ghaban
2025 J jnl
Machine Learning for Smart Soil Monitoring.
Comput. Mater. Continua
Khaoula Ben Abdellafou, Kamel Zidi, Ahamed Aljuhani, Okba Taouali, Mohamed Faouzi Harkat
2024 J jnl
A Deep-Learning-Integrated Blockchain Framework for Securing Industrial IoT.
IEEE Internet Things J.
Ahamed Aljuhani, Prabhat Kumar, Rehab Alanazi, Turki Albalawi, Okba Taouali, A. K. M. Najmul Islam, Neeraj Kumar, Mamoun Alazab
2024 J jnl
Anomaly-based intrusion detection system in IoT using kernel extreme learning machine.
J. Ambient Intell. Humaniz. Comput.
Sawssen Bacha, Ahamed Aljuhani, Khawla Ben Abdellafou, Okba Taouali, Noureddine Liouane, Mamoun Alazab
2024 J jnl
Dynamic sensor fault detection approach using data-driven techniques.
Neural Comput. Appl.
Imen Hamrouni, Khaoula Ben Abdellafou, Majed Aborokbah, Okba Taouali
2024 J jnl
Novel intrusion detection system based on a downsized kernel method for cybersecurity in smart agriculture.
Eng. Appl. Artif. Intell.
Kamel Zidi, Khaoula Ben Abdellafou, Ahamed Aljuhani, Okba Taouali, Mohamed Faouzi Harkat
2023 J jnl
Anomaly detection for process monitoring based on machine learning technique.
Neural Comput. Appl.
Imen Hamrouni, Hajer Lahdhiri, Khaoula Ben Abdellafou, Ahamed Aljuhani, Okba Taouali
2023 J jnl
Intelligent Intrusion Detection System for the Internet of Medical Things Based on Data-Driven Techniques.
Comput. Syst. Sci. Eng.
Okba Taouali, Sawcen Bacha, Khaoula Ben Abdellafou, Ahamed Aljuhani, Kamel Zidi, Rehab Alanazi, Mohamed Faouzi Harkat
2022 J jnl
Early detection of digital mammogram using kernel extreme learning machine.
Concurr. Comput. Pract. Exp.
Sawcen Bacha, Khawla Ben Abdellafou, Ahamed Aljuhani, Okba Taouali, Noureddine Liouane
2021 J jnl
An Improved Fault Diagnosis Strategy for Process Monitoring Using Reconstruction Based Contributions.
IEEE Access
Hajer Lahdhiri, Ahamed Aljuhani, Khaoula Ben Abdellafou, Okba Taouali
2021 J jnl
An enhanced CAD system based on machine Learning Algorithm for brain MRI classification.
J. Intell. Fuzzy Syst.
Syrine Neffati, Khaoula Ben Abdellafou, Ahamed Aljuhani, Okba Taouali
2021 — conf
Uncertain Dynamic Process Monitoring Using Moving Window Interval PCA.
SSD
Imen Hamrouni, Hajer Lahdhiri, Okba Taouali, Kais Bouzrara
2020 J jnl
Enhanced SVM-KPCA Method for Brain MR Image Classification.
Comput. J.
Syrine Neffati, Khaoula Ben Abdellafou, Okba Taouali, Kais Bouzrara
2020 J jnl
Machine learning technique for data-driven fault detection of nonlinear processes.
J. Intell. Manuf.
Maroua Said, Khaoula Ben Abdellafou, Okba Taouali
2019 J jnl
An improved machine learning technique based on downsized KPCA for Alzheimer's disease classification.
Int. J. Imaging Syst. Technol.
Syrine Neffati, Khaoula Ben Abdellafou, Ines Jaffel, Okba Taouali, Kais Bouzrara
2019 — conf
New kernel method for MRI classification.
SSD
Syrine Neffati, Okba Taouali, Kais Bouzrara
2019 J jnl
New online kernel method with the Tabu search algorithm for process monitoring.
Trans. Inst. Meas. Control
Hajer Lahdhiri, Khaoula Ben Abdellafou, Okba Taouali, Majdi Mansouri, Ouajdi Korbaa
2018 — conf
Fault Detection of the Tennessee Eastman Process using Online Reduced Kernel PCA.
ECC
Radhia Fazai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila, Mohamed N. Nounou
2018 — conf
Fault Diagnosis for Dynamic Nonlinear System Based on Variable Moving Window KPCA.
SSD
Radhia Fezai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila
2018 J jnl
Fault detection and isolation in nonlinear systems with partial Reduced Kernel Principal Component Analysis method.
Trans. Inst. Meas. Control
Ines Jaffel, Okba Taouali, Mohamed Faouzi Harkat, Hassani Messaoud
2018 B conf
Reduced Kernel Principal Component Analysis for Fault Detection and Its Application to an Air Quality Monitoring Network.
SMC
Radhia Fazai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Hazem N. Nounou
2017 A conf
Fault detection localization and reconstruction in nonlinear system using RKPCA method and RBC.
ICCAD
Ines Jaffel, Radhia Fezai, Okba Taouali, Mohamed Faouzi Harkat, Hassani Messaoud
2017 A conf
Online process monitoring based on kernel method.
ICCAD
Radhia Fezai, Ines Jaffel, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila
2016 B conf
Identification of nonlinear systems with kernel methods.
SMC
Hamza Nejib, Okba Taouali, Nasreddine Bouguila
2015 — conf
On the application of recursive principal component analysis method to fault detection and isolation.
ICSC
Ines Jaffel, Okba Taouali, Ilyes Elaissi, Hédi Massaoud
2015 — conf
Online identification of nonlinear system using a new kernel algorithm.
ICSC
Okba Taouali
2014 J jnl
Hybrid kernel identification method based on support vector regression and regularisation network algorithms.
IET Signal Process.
Okba Taouali, Ilyes Elaissi, Hassani Messaoud
2013 J jnl
A new online fault detection method based on PCA technique.
IMA J. Math. Control. Inf.
Ines Jaffel, Okba Taouali, Elyes Elaissi, Hassani Messaoud
2012 J jnl
Design and comparative study of online kernel methods identification of nonlinear system in RKHS space.
Artif. Intell. Rev.
Okba Taouali, Ilyes Elaissi, Hassani Messaoud
2012 J jnl
Online identification of nonlinear system using reduced kernel principal component analysis.
Neural Comput. Appl.
Okba Taouali, Ilyes Elaissi, Hassani Messaoud
2009 — conf
A comparative study of non linear MISO Process modelling techniques: Application to a chemical reactor.
ICONS
Okba Taouali, Saidi Nabiha, Hassani Messaoud
2009 — conf
Identification of non linear multivariable processes modelled on reproducing Kernel Hilbert space: Application to Tennessee process.
ICONS
Okba Taouali, Ilyes Elaissi, Nathalie Villa, Hassani Messaoud