2015: Habilitation (Habilitation à diriger la recherche), University of Paris East
Thesis: From static to dynamic metaheuristics.[PDF]
DOI: 10.13140/RG.2.1.3704.2164
2004-2007: PhD in Computer Science, Université Paris 12 (France)
Thesis: Design of metaheuristics for images segmentation. Application on biomedical images. [PDF IN FRENCH]
2003-2004 : DEA (Diplôme d'Etudes Approfondies) in Electronic: Signaux Systèmes et Images. Université Paris 6, Pierre et Marie Curie (France)
Thesis : "Regularization of ill posed problem". Supervised by Pr. N. Ramdani at Centre d'Etudes et de Recherche en Thermique, Environnement et Systèmes (CERTES ).
1999-2002 : Magister in Electronic option industrial control. University of Batna (Algeria)
Thesis: ECG signal compression based on fractional differentiation. Supervised by Pr. Y. Ferdi at Lab of signal processing.
1994-1999 : Master degree in Electronic , option Control. University of Batna (Algeria)
Thesis: Vector Quantization based on Archimedean Spiral. Supervised by Pr. N Benyoucef at Lab of signal processing.