Identification of non linear multivariable processes modelled on reproducing Kernel Hilbert space: Application to Tennessee process. - Okba Taouali; Ilyes Elaissi; Nathalie Villa; Hassani Messaoud (ICONS, 2009)

A comparative study of non linear MISO Process modelling techniques: Application to a chemical reactor. - Okba Taouali; Saidi Nabiha; Hassani Messaoud (ICONS, 2009)

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)

Online identification of nonlinear system using reduced kernel principal component analysis. - Okba Taouali; Ilyes Elaissi; Hassani Messaoud (Neural Comput. Appl., 2012)

A new online fault detection method based on PCA technique. - Ines Jaffel; Okba Taouali; Elyes Elaissi; Hassani Messaoud (IMA J. Math. Control. Inf., 2013)

Hybrid kernel identification method based on support vector regression and regularisation network algorithms. - Okba Taouali; Ilyes Elaissi; Hassani Messaoud (IET Signal Process., 2014)

On the application of recursive principal component analysis method to fault detection and isolation. - Ines Jaffel; Okba Taouali; Ilyes Elaissi; Hédi Massaoud (ICSC, 2015)

Online identification of nonlinear system using a new kernel algorithm. - Okba Taouali (ICSC, 2015)

Identification of nonlinear systems with kernel methods. - Hamza Nejib; Okba Taouali; Nasreddine Bouguila (SMC, 2016)

Online process monitoring based on kernel method. - Radhia Fezai; Ines Jaffel; Okba Taouali; Mohamed Faouzi Harkat; Nasreddine Bouguila (ICCAD, 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 (ICCAD, 2017)

Fault Diagnosis for Dynamic Nonlinear System Based on Variable Moving Window KPCA. - Radhia Fezai; Majdi Mansouri; Okba Taouali; Mohamed Faouzi Harkat; Nasreddine Bouguila (SSD, 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 (ECC, 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 (SMC, 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)

New kernel method for MRI classification. - Syrine Neffati; Okba Taouali; Kais Bouzrara (SSD, 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 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)

Enhanced SVM-KPCA Method for Brain MR Image Classification. - Syrine Neffati; Khaoula Ben Abdellafou; Okba Taouali; Kais Bouzrara (Comput. J., 2020)

Machine learning technique for data-driven fault detection of nonlinear processes. - Maroua Said; Khaoula Ben Abdellafou; Okba Taouali (J. Intell. Manuf., 2020)

Uncertain Dynamic Process Monitoring Using Moving Window Interval PCA. - Imen Hamrouni; Hajer Lahdhiri; Okba Taouali; Kais Bouzrara (SSD, 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)

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)

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)

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)

Anomaly detection for process monitoring based on machine learning technique. - Imen Hamrouni; Hajer Lahdhiri; Khaoula Ben Abdellafou; Ahamed Aljuhani; Okba Taouali (Neural Comput. Appl., 2023)

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)

A Deep-Learning-Integrated Blockchain Framework for Securing Industrial IoT. - Ahamed Aljuhani; Prabhat Kumar 003; Rehab Alanazi; Turki Albalawi; Okba Taouali; A. K. M. Najmul Islam; Neeraj Kumar 001; Mamoun Alazab (IEEE Internet Things J., 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., 2024)

Dynamic sensor fault detection approach using data-driven techniques. - Imen Hamrouni; Khaoula Ben Abdellafou; Majed Aborokbah; Okba Taouali (Neural Comput. Appl., 2024)