Okba Taouali

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 24

Top Topics

Machine Learning

Principal Component Analysis

Tennessee Eastman

Top Venues

Trans. Inst. Meas. Control

Publications

Ahamed Aljuhani, Prabhat Kumar, Rehab Alanazi, Turki Albalawi, Okba Taouali, A. K. M. Najmul Islam, Neeraj Kumar, Mamoun Alazab
A Deep-Learning-Integrated Blockchain Framework for Securing Industrial IoT. IEEE Internet Things J. 11 (5) (2024)
Kamel Zidi, Khaoula Ben Abdellafou, Ahamed Aljuhani, Okba Taouali, Mohamed Faouzi Harkat
Novel intrusion detection system based on a downsized kernel method for cybersecurity in smart agriculture. Eng. Appl. Artif. Intell. 133 (2024)
Sawssen Bacha, Ahamed Aljuhani, Khawla Ben Abdellafou, Okba Taouali, Noureddine Liouane, Mamoun Alazab
Anomaly-based intrusion detection system in IoT using kernel extreme learning machine. J. Ambient Intell. Humaniz. Comput. 15 (1) (2024)
Imen Hamrouni, Khaoula Ben Abdellafou, Majed Aborokbah, Okba Taouali
Dynamic sensor fault detection approach using data-driven techniques. Neural Comput. Appl. 36 (23) (2024)
Imen Hamrouni, Hajer Lahdhiri, Khaoula Ben Abdellafou, Ahamed Aljuhani, Okba Taouali
Anomaly detection for process monitoring based on machine learning technique. Neural Comput. Appl. 35 (5) (2023)
Okba Taouali, Sawcen Bacha, Khaoula Ben Abdellafou, Ahamed Aljuhani, Kamel Zidi, Rehab Alanazi, Mohamed Faouzi Harkat
Intelligent Intrusion Detection System for the Internet of Medical Things Based on Data-Driven Techniques. Comput. Syst. Sci. Eng. 47 (2) (2023)
Sawcen Bacha, Khawla Ben Abdellafou, Ahamed Aljuhani, Okba Taouali, Noureddine Liouane
Early detection of digital mammogram using kernel extreme learning machine. Concurr. Comput. Pract. Exp. 34 (15) (2022)
Imen Hamrouni, Hajer Lahdhiri, Okba Taouali, Kais Bouzrara
Uncertain Dynamic Process Monitoring Using Moving Window Interval PCA. SSD (2021)
Syrine Neffati, Khaoula Ben Abdellafou, Ahamed Aljuhani, Okba Taouali
An enhanced CAD system based on machine Learning Algorithm for brain MRI classification. J. Intell. Fuzzy Syst. 41 (1) (2021)
Hajer Lahdhiri, Ahamed Aljuhani, Khaoula Ben Abdellafou, Okba Taouali
An Improved Fault Diagnosis Strategy for Process Monitoring Using Reconstruction Based Contributions. IEEE Access 9 (2021)
Syrine Neffati, Khaoula Ben Abdellafou, Okba Taouali, Kais Bouzrara
Enhanced SVM-KPCA Method for Brain MR Image Classification. Comput. J. 63 (3) (2020)
Maroua Said, Khaoula Ben Abdellafou, Okba Taouali
Machine learning technique for data-driven fault detection of nonlinear processes. J. Intell. Manuf. 31 (4) (2020)
Syrine Neffati, Khaoula Ben Abdellafou, Ines Jaffel, Okba Taouali, Kais Bouzrara
An improved machine learning technique based on downsized KPCA for Alzheimer's disease classification. Int. J. Imaging Syst. Technol. 29 (2) (2019)
Hajer Lahdhiri, Khaoula Ben Abdellafou, Okba Taouali, Majdi Mansouri, Ouajdi Korbaa
New online kernel method with the Tabu search algorithm for process monitoring. Trans. Inst. Meas. Control 41 (10) (2019)
Syrine Neffati, Okba Taouali, Kais Bouzrara
New kernel method for MRI classification. SSD (2019)
Ines Jaffel, Okba Taouali, Mohamed Faouzi Harkat, Hassani Messaoud
Fault detection and isolation in nonlinear systems with partial Reduced Kernel Principal Component Analysis method. Trans. Inst. Meas. Control 40 (4) (2018)
Radhia Fazai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Hazem N. Nounou
Reduced Kernel Principal Component Analysis for Fault Detection and Its Application to an Air Quality Monitoring Network. SMC (2018)
Radhia Fezai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila
Fault Diagnosis for Dynamic Nonlinear System Based on Variable Moving Window KPCA. SSD (2018)
Radhia Fazai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila, Mohamed N. Nounou
Fault Detection of the Tennessee Eastman Process using Online Reduced Kernel PCA. ECC (2018)
Ines Jaffel, Radhia Fezai, Okba Taouali, Mohamed Faouzi Harkat, Hassani Messaoud
Fault detection localization and reconstruction in nonlinear system using RKPCA method and RBC. ICCAD (2017)
Radhia Fezai, Ines Jaffel, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila
Online process monitoring based on kernel method. ICCAD (2017)
Hamza Nejib, Okba Taouali, Nasreddine Bouguila
Identification of nonlinear systems with kernel methods. SMC (2016)
Ines Jaffel, Okba Taouali, Ilyes Elaissi, Hédi Massaoud
On the application of recursive principal component analysis method to fault detection and isolation. ICSC (2015)
Okba Taouali
Online identification of nonlinear system using a new kernel algorithm. ICSC (2015)
Okba Taouali, Ilyes Elaissi, Hassani Messaoud
Hybrid kernel identification method based on support vector regression and regularisation network algorithms. IET Signal Process. 8 (9) (2014)
Ines Jaffel, Okba Taouali, Elyes Elaissi, Hassani Messaoud
A new online fault detection method based on PCA technique. IMA J. Math. Control. Inf. 31 (4) (2013)
Okba Taouali, Ilyes Elaissi, Hassani Messaoud
Online identification of nonlinear system using reduced kernel principal component analysis. Neural Comput. Appl. 21 (1) (2012)
Okba Taouali, Ilyes Elaissi, Hassani Messaoud
Design and comparative study of online kernel methods identification of nonlinear system in RKHS space. Artif. Intell. Rev. 37 (4) (2012)
Okba Taouali, Saidi Nabiha, Hassani Messaoud
A comparative study of non linear MISO Process modelling techniques: Application to a chemical reactor. ICONS (2009)
Okba Taouali, Ilyes Elaissi, Nathalie Villa, Hassani Messaoud
Identification of non linear multivariable processes modelled on reproducing Kernel Hilbert space: Application to Tennessee process. ICONS (2009)