The optimized adaptive density estimation technique applied to microarray data analysis. - Yissam Lakhdar; El Hassan Sbai (ICMCS, 2014)

Kernel credal classification rule. - Khawla El Bendadi; Yissam Lakhdar; El Hassan Sbai (ICMV, 2016)

Entropic Method for 3D Point Cloud Simplification. - Abdelaaziz Mahdaoui; Aziz Bouazi; Abdellah Marhraoui Hsaini; El Hassan Sbai (SCA, 2017)

Online Variable Kernel Estimator: Application to Microarray Data Analysis. - Yissam Lakhdar; El Hassan Sbai (Int. J. Oper. Res. Inf. Syst., 2017)

An Improved Kernel Credal Classification Algorithm Based on Regularized Mahalanobis Distance: Application to Microarray Data Analysis. - Khawla El Bendadi; Yissam Lakhdar; El Hassan Sbai (Comput. Intell. Neurosci., 2018)

K-nearest neighbors based nonlinear process monitoring using kernel EPCA. - Loubna El Fattahi; El Hassan Sbai (ICMV, 2019)

3D point cloud simplification based on the clustering algorithm and introducing the Shannon's entropy. - Abdelaaziz Mahdaoui; El Hassan Sbai (ICMV, 2020)

3D Point Cloud Simplification Based on k-Nearest Neighbor and Clustering. - Abdelaaziz Mahdaoui; El Hassan Sbai (Adv. Multim., 2020)

Fault Detection and Identification for Nonlinear Process Based on Inertia-Based KEPCA and a New Combined Monitoring Index. - Loubna El Fattahi; El Hassan Sbai (J. Electr. Comput. Eng., 2021)