A Novel Approach of Deep Convolutional Neural Networks for Sketch Recognition. - Lamyaa Sadouk; Taoufiq Gadi; El Hassan Essoufi (HIS, 2016)

Handwritten tifinagh character recognition using deep learning architectures. - Lamyaa Sadouk; Taoufiq Gadi; El Hassan Essoufi (IML, 2017)

A Novel Deep Learning Approach for Recognizing Stereotypical Motor Movements within and across Subjects on the Autism Spectrum Disorder. - Lamyaa Sadouk; Taoufiq Gadi; El Hassan Essoufi (Comput. Intell. Neurosci., 2018)

A novel cost-sensitive algorithm and new evaluation strategies for regression in imbalanced domains. - Lamyaa Sadouk; Taoufiq Gadi; El Hassan Essoufi (Expert Syst. J. Knowl. Eng., 2021)