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  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)
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  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)
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  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)
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  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)
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  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)


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