Author

J. Riffi

h-index 20 View on Semantic Scholar

We have 2 of 135 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Jul 2026

Hierarchical temporal-separable convolutional-recurrent attention network for EEG-based epileptic seizure prediction

A hybrid deep learning architecture for patient-independent epileptic seizure identification that integrates a Hierarchical Temporal Separable Convolutional Network, a Dual-Stage Bidirectional Recurrent Neural Network, and a Multi-Head Attention Mechanism is proposed, enabling effective extraction of spatial, temporal, and contextual features from non-stationary EEG signals while addressing inter-patient variability.

Khadija Slama, Ali Yahyaouy, J. Riffi et al. · Cognitive Neurodynamics · 0 citations

Open access Aug 2026

Brain Tumor Classification Using a Hybrid Learning Strategy Integrating GAN-Augmented Neural Networks

A hybrid framework that combines generative adversarial networks (GANs), convolutional neural networks (CNNs), and Vision Transformers (ViTs) for accurate tumor classification demonstrates the potential of advanced DL models to strengthen MRI-based tumor diagnosis and support more reliable clinical decision-making.

Iliass Zine-dine, J. Riffi, Khalid El Fazazy et al. · International Journal of Onl... · 0 citations