Conditions for the existence of stationary and causal space-time bilinear model and central limit theorem. - Soumia Kharfouchi; Houda Mehri (Int. J. Math. Oper. Res., 2012)

GMM Estimation of 2D-RCA Models With Applications to Texture Image Classification. - Amel Boulemnadjel; Fella Hachouf; Soumia Kharfouchi (IEEE Trans. Image Process., 2016)

Using 2D ARMA-GARCH for ultrasound images denoising. - Safia Raslain; Fella Hachouf; Soumia Kharfouchi (ICIP, 2017)

Higher-Order Spatial Statistics: A Strong Alternative In Image Processing. - Amel Boulemnadjel; Ferhat Kaabache; Soumeya Kharfouchi; Fella Hachouf (PAIS, 2018)

Using a generalised method of moment approach and 2D-generalised autoregressive conditional heteroscedasticity modelling for denoising ultrasound images. - Safia Raslain; Fella Hachouf; Soumia Kharfouchi (IET Image Process., 2018)

Unilateral 2D Markov-switching autoregressive model. - Houria Djafri; Soumia Kharfouchi (Int. J. Math. Oper. Res., 2021)

Combination of a 2D-RCA model and ANNs for texture image segmentation. - Assia Ayache; Soumia Kharfouchi; Fouad Rahmani (Int. J. Comput. Sci. Math., 2022)