1. Liouane, Z., Lemlouma, T., Roose, P., Weis, F., & Messaoud, H. An intelligent knowledge system for designing, modeling, and recognizing the behavior of elderly people in smart spaces, Journal of Ambient Intelligence and Humanized Computing. (IF 4.594)
2. Dinh, T.N., Marouani, G., Raïssi, T., Wang, Z., & Messaoud, H. Optimal interval observers for discrete-time linear switched systems. International Journal of Control, 93(11), pp. 2613–2621. (IF 2.780)
3. Marouani, G., Dinh, T.N., Raïssi, T., Wang, X., & Messaoud, H. Unknown input interval observers for discrete-time linear switched systems. European Journal of Control. (IF 1.54)
4. Hamdi, M., Messaoud, H., & Bouguila, N. A new approach to electrical appliance identification in residential buildings . Electric Power Systems Research, 178, 106037. (IF 3.211)
5. Gharsellaoui, S., Mansouri, M., Harkat, M.-F., Trabelsi, M., Shady, S.R., & Messaoud, H. Interval-valued feature-based machine learning technique for fault detection and diagnosis of uncertain HVAC systems. IEEE Access, 8, pp. 171892–171902. (IF 4.64)
6. Gharsellaoui, S., Mansouri, M., Refaat, S.S., Abu-Rub, H., & Messaoud, H. Multivariate feature extraction and effective decision making using machine learning approaches. Energies, 13(3), Article 609. (IF 2.702)
7. Gharsellaoui, S., Mansouri, M., Trabelsi, M., Refaat, S.S., & Messaoud, H. Fault diagnosis of heating systems using multivariate feature-extraction-based machine learning classifiers. Journal of Building Engineering, 30, Article 101222. (IF 3.379)
8. Fezai, R., Abodayeh, K., Mansouri, M., Kouadri, A., Harkat, M.F., Nounou, H., Nounou, M., & Messaoud, H. Reliable fault detection and diagnosis of large-scale nonlinear uncertain systems using interval reduced kernel PLS. IEEE Access, 8, pp. 78343–78353. (IF 4.64)
9. Fezai, R., Mansouri, M., Abodayeh, K., Nounou, H., Nounou, M., & Messaoud, H. Partial kernel PCA-based GLRT for fault diagnosis of nonlinear processes. Journal of Intelligent & Fuzzy Systems, 38(4), pp. 4829–4843. (IF 1.851)
10. Hajji, N., Maraoui, S., & Bouzrara, K. Robust distributed nonlinear model predictive control via a dual decomposition approach based on game theory. Journal of the Franklin Institute, 357(12), pp. 7680–7695. (IF 4.036)
11. Neffati, S., Ben Abdellafou, K., Taouali, O., & Bouzrara, K. Enhanced SVM–KPCA method for brain MR image classification. The Computer Journal, 63(3), pp. 383–394. (IF 1.077)
12. Maraoui, S., & Bouzrara, K. Parametric identification of linear systems using ARX model expansion on Meixner-like orthonormal bases. Transactions of the Institute of Measurement and Control, 42(2), pp. 306–321. (IF 1.649)
13. Hammami, D.E.H., Maraoui, S., & Bouzrara, K. Nonlinear distributed model predictive control with dual decomposition and event-based communication. Transactions of the Institute of Measurement and Control, 42(15), pp. 2929–2940. (IF 1.649)
14. Dhibi, K., Fezai, R., Mansouri, M., Trabelsi, M., Kouadri, A., Nounou, H., Nounou, M.N., & Bouzrara, K. Reduced kernel random forest technique for fault detection and classification in grid-tied PV systems. IEEE Journal of Photovoltaics, 10(6), pp. 1864–1871. (IF 3.052)
15. Dhibi, K., Fezai, R., Kouadri, A., Harkat, M.-F., Nounou, H., Nounou, M.N., & Bouzrara, K. A hybrid approach for process monitoring: improving data-driven methodologies with dataset size reduction and interval-valued data. IEEE Sensors Journal, 20(17), pp. 10228–10239. (IF 3.073)
16. Mansouri, M., Fezai, R., Trabelsi, M., Hajji, N., Harkat, M.F., Nounou, H., Nounou, M.N., & Bouzrara, K. A novel fault diagnosis of uncertain systems based on interval Gaussian process regression: application to a wind energy conversion system. IEEE Access, 8, pp. 219672–219679. (IF 3.745)
17. Abdellatif, A., Jabeur Telmoudi, A., Bonhomme, P., & Nabli, L. Minimum initial marking estimation of labeled Petri nets based on a GRASP-inspired method (GMIM). Cybernetics and Systems, 51(4), pp. 467–484. (IF 1.433)
18. Kmimech, H., Telmoudi, A.J., Sliman, L., & Nabli, L. Genetic-based approach for minimum initial marking estimation in labeled Petri nets. IEEE Access, 8, pp. 22854–22861. (IF 3.745)
19. Lajmi, F., Ghabi, J., & Dhouibi, H. Applying interval fuzzy Petri nets to failure analysis. International Journal of Service Science, Management, Engineering, and Technology, 11(1), pp. 14–30. (IF 0.06)
20. Achbi, M.S., Mhamdi, L., Kechida, S., & Dhouibi, H. Methodology for knowledge discovery in fault diagnosis of hybrid dynamical systems: application to a two-tank system. Diagnostyka, 21(4), pp. 115–122. Scopus
21. Mhamdi, L., Achbi, M.S., Kechida, S., & Dhouibi, H. Diagnosis of hybrid systems through bond graphs, observers, and timed automata. Diagnostyka, 21(3), pp. 113–125. Scopus
22. Abid, W., Krifa, A., & Liouane, N. Neural observer-based small fault detection and isolation for uncertain nonlinear systems. International Journal of Adaptive Control and Signal Processing, 34(5), pp. 677–702. (IF 2.116)
23. Messous, S., Liouane, H., & Liouane, N. Improvement of the DV-Hop localization algorithm for randomly deployed wireless sensor networks. Telecommunication Systems, 73(1), pp. 75–86. (IF 1.734)
24. Blaiech, H., & Liouane, N. Recursive identification based on OS-ELM for emotion recognition and difficulty prediction in video games. Studies in Informatics and Control, 29(3), pp. 337–351. (IF 2.102)
25. Messous, S., & Liouane, H. Online sequential DV-Hop localization algorithm for wireless sensor networks. Mobile Information Systems, 2020, Article 8195309. (IF 2.13)
26. Bacha, S., Taouali, O., & Liouane, H. KELM–KPCA method for COVID-19-induced pneumonia detection. WSEAS Transactions on Information Science and Applications, 17, pp. 166–171. (IF 0.38)
27. Adaily, S., Mbarek, A., & Garna, T. A new multimodel approach using Laguerre filters on a sliding window for nonlinear system identification and control. Transactions of the Institute of Measurement and Control, 42(12), pp. 2234–2253. (IF 1.649)
28. Njima, C.B., & Garna, T. PIO output fault diagnosis using an ARX–Laguerre model applied to a second-order electrical system. IEEE Access, 8, pp. 83052–83061. (IF 3.745)
29. Yousfi, M., Njima, C.B., & Garna, T. Decentralized nonlinear robust control for multivariable systems: application to a two-DoF laboratory helicopter. Acta Polytechnica Hungarica, 17(5), pp. 27–48. (IF 1.219)

Year 2011 Year 2012 Year 2013 Year 2014 Year 2015 Year 2016 Year 2017 Year 2018 Year 2019 Year 2020 Year 2021 Year 2022

1. Chakib Ben Njima, “Finite-Time Stability and Stabilization of Uncertain Nonlinear and Linear Systems,” 11/03/2013 at ENIM
2. Safa Chouchène, “Modeling, Identification, and Control of Nonlinear Multivariable Systems,” 29/06/2013 at ENIM
3. Ibtissem Chiha, “Identification of Complex Systems Using Differential Evolution Neural Networks (RNED),” 07/12/2013 at ENIM
4. Haykel Hadj Salem, “Contribution to the Monitoring of Robust Systems through Cooperation and Cognitive Evaluation of Artificial Agents,” 14/12/2013 at ENIM

1. Gnaba Sarah, “Online Identification of Nonlinear Systems Represented by Bilinear–Laguerre Models,” Kais Bouzrara
2. El Anes Ameni, “Development of Input/Output Models Based on Orthogonal Laguerre Bases: The Case of Multivariable Systems,” Kais Bouzrara
3. Dahmani Nahla, “Design of an Adaptive Predictive Control Based on the ARX–Laguerre Model,” Kais Bouzrara
4. Grira Imed, “Analysis and Feasibility Study of a Wind Farm,” Lotfi Nabli
5. Bochra Maaref, “Contribution to the Modeling of Multidisciplinary Systems: Application to Fault Diagnosis,” Hassani Messaoud
6. Lobna Belkacem, “Fault Diagnosis Using Timed Automata,” Hassani Messaoud
7. Mohamed Amara Gdaim, “Fault Detection of Linear Systems Using the Principal Component Analysis (PCA) Method,” Okba Taouali
8. Aymen Azaza, “Modeling the Puckering Volume of Textile Fabrics through Image Analysis,” Ali Douik
9. Dhyaya Nadia, “Design of a Predictive Control Based on the ARX Model for Multivariable Systems,” Garna Tarek
10. Sameh Adaily, “Identification of Nonlinear Systems Using a Multimodel Approach Based on the Representation of the ARX Model on Orthogonal Laguerre Bases,” Garna Tarek

1. 01

   Nasreddine Bouguila

   System diagnosis by state estimation

   17/06/2013 ENIM

2. 02

   Kais Bouzrara

   Reduced parametric complexity modeling of complex systems

   08/06/2013 ENIM

3. 03

   Hédi Dhouibi

   Contribution to modeling for monitoring complex industrial systems

   10/06/2015 ISSAT of Kairouan

4. 04

   Tarek Garna

   Modeling and robust control of complex systems

   16/06/2015 ESSTT Hammam Sousse

5. 05

   Anis Khouaja

   Modeling and control of nonlinear systems based on the S-PARAFAC Volterra model

   28/05/2016 ENISO

6. 06

   Okba Taouali

   Identification and diagnosis of complex systems using kernel methods

   27/05/2016 ENIM

7. 07

   Jalel Ghabi

   Contribution to the control of complex systems

   30/07/2019 ENIM

8. 08

   Anouar Benamor

   Contribution to advanced control of complex systems

   06/08/2019 ENIM

9. 09

   Abdelkader Mbarek

   Modeling and predictive control with reduced parametric complexity of complex systems

   10/10/2020 ENIM

10. 10

    Abdelkader Krifa

    Orthogonal modeling using Meixner-type functions and design of a neuro-observer

    14/03/2020 ENIT

11. 11

    Chakib Ben Njima

    Diagnosis and robust control of complex systems

    10/04/2021 ENISO