A new fast neural network training algorithm based on a modified standard backpropagation (MBP) criterion minimization. - Sabeur Abid; Farhat Fnaiech; Mohamed Najim (NSIP, 1999)

Evaluation of the feedforward neural network covariance matrix error. - Sabeur Abid; Farhat Fnaiech; Mohamed Najim (ICASSP, 2000)

A fast feedforward training algorithm using a modified form of the standard backpropagation algorithm. - Sabeur Abid; Farhat Fnaiech; Mohamed Najim (IEEE Trans. Neural Networks, 2001)

A new Neural Network pruning method based on the singular value decomposition and the weight initialisation. - Sabeur Abid; Farhat Fnaiech; Mohamed Najim (EUSIPCO, 2002)

Proposal Model for Stamping Application Using Artificial Neural Networks System. - Noureddine Ben Yahia; Sabeur Abid; Ali Zghal (ANNIIP, 2005)

Fast training of multilayer perceptrons with a mixed norm algorithm. - Sabeur Abid; Farhat Fnaiech; Barrie W. Jervis; Mohamed Cheriet (IJCNN, 2005)

Blind identification of quadratic systems under i.i.d. excitation using genetic algorithms. - Imen Cherif; Sabeur Abid; Farhat Fnaiech (ISSPA, 2005)

Accelerating the Multilayer Perceptron Learning with the Davidon Fletcher Powell Algorithm. - Sabeur Abid; Aymen Mouelhi; Farhat Fnaiech (IJCNN, 2006)

A Genetic Approach for Linear-Quadratic Channel Identification With Usual Communication Inputs. - Imen Cherif; Sabeur Abid; Farhat Fnaiech (IJCNN, 2007)

Weld defect detection using a modified anisotropic diffusion model. - Issam Ben Mhammed; Sabeur Abid; Farhat Fnaiech (EURASIP J. Adv. Signal Process., 2012)

Identification of early-stage Alzheimer's disease using SFAM neural network. - Jaouher Ben Ali; Sabeur Abid; Barrie William Jervis; Farhat Fnaiech; Cristin Bigan; Mircea Besleaga (Neurocomputing, 2014)

Fabric defect localization using line variances of the local homogeneity images. - Ali Rebhi; Sabeur Abid; Farhat Fnaiech (Comput. Syst. Sci. Eng., 2015)

A combinatorial deep learning method for Alzheimer's disease classification-based merging pretrained networks. - Houmem Slimi; Ala Balti; Sabeur Abid; Mounir Sayadi (Frontiers Comput. Neurosci., 2024)

Enhanced fingerprint classification through modified PCA with SVD and invariant moments. - Ala Balti; Abdelaziz Hamdi; Sabeur Abid; Mohamed Moncef Ben Khelifa; Mounir Sayadi (Frontiers Artif. Intell., 2024)

Revolutionary MRI Imaging for Alzheimer's: Cutting-Edge GANs and Vision Transformer Solutions. - Houmem Slimi; Imen Cherif; Sabeur Abid; Mounir Sayadi (IPAS, 2025)

Advanced Deep Learning Strategies for Breast Cancer Image Analysis. - Houmem Slimi; Imen Cherif; Sabeur Abid; Mounir Sayadi (IPAS, 2025)

Biologically inspired hybrid model for Alzheimer's disease classification using structural MRI in the ADNI dataset. - Houmem Slimi; Imen Cherif; Sabeur Abid; Mounir Sayadi (Frontiers Artif. Intell., 2025)