Alaa El Ichi - RankMe

18 papers Journal 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Computationally Efficient Multidimensional Vision Transformer. CoRR Alaa El Ichi, Khalide Jbilou
2026	J	`jnl`	A Unified Trace-Optimization Framework for Multidimensionality Reduction. CoRR Mohamed El Guide, Alaa El Ichi, Khalide Jbilou, Lothar Reichel, Hessah Alqahtani
2026	J	`jnl`	Dimensionality Reduction on Riemannian Manifolds in Data Analysis. CoRR Alaa El Ichi, Khalide Jbilou
2026	J	`jnl`	Low-Rank Tensor Approximation of Weights in Large Language Models via Cosine Lanczos Bidiagonalization. CoRR Alaa El Ichi, Khalide Jbilou
2026	J	`jnl`	Multidimensional Task Learning: A Unified Tensor Framework for Computer Vision Tasks. CoRR Alaa El Ichi, Khalide Jbilou
2026	J	`jnl`	Structured Multidimensional Representation Learning for Large Language Models. CoRR Alaa El Ichi, Khalide Jbilou, Mohamed El Guide, Franck Dufrenois
2025	J	`jnl`	Optimizing YOLOv8n using hOSVD for efficient object detection: towards real-time video surveillance applications. Signal Image Video Process. Alaa El Ichi, Wissam Kaddah, Marwa El Bouz, Isabelle Badoc
2025	J	`jnl`	SPTPCA: Structure-Preserving Tensor Principal Component Analysis for Hyperspectral Dimensionality Reduction. IEEE Signal Process. Lett. Alaa El Ichi, Olga Assainova, Nadine Abdallah Saab, Nesma Settouti, Marwa El Bouz, Mohammed El Amine Bechar
2025	J	`jnl`	TER-FCN: Tensor Einstein Reduced Fully Connected Network applied to Region-based Convolutional Neural Networks for object detection. Signal Image Video Process. Alaa El Ichi, Wissam Kaddah, Marwa El Bouz, Isabelle Badoc
2025	J	`jnl`	Tensor deep-anomaly: robust tensor classifier for video anomaly detection in surveillance videos. Multim. Tools Appl. Alaa El Ichi, Wissam Kaddah, Marwa El Bouz, Isabelle Badoc
2024	J	`jnl`	Tensor Krylov subspace methods via the T-product for large Sylvester tensor equations. CoRR Fatima Bouyghf, Mohamed El Guide, Alaa El Ichi
2022	J	`jnl`	Multilinear Discriminant Analysis using a new family of tensor-tensor products. CoRR Franck Dufrenois, Alaa El Ichi, Khalide Jbilou
2021	J	`jnl`	Discrete cosine transform LSQR and GMRES methods for multidimensional ill-posed problems. CoRR Mohamed El Guide, Alaa El Ichi, Khalide Jbilou
2021	J	`jnl`	Tensor extrapolation methods with applications. Numer. Algorithms Fatemeh Panjeh Ali Beik, Alaa El Ichi, Khalide Jbilou, Rachid Sadaka
2020	J	`jnl`	On some tensor tubal-Krylov subspace methods via the T-product. CoRR Alaa El Ichi, Khalide Jbilou, Rachid Sadaka
2020	J	`jnl`	Tensor GMRES and Golub-Kahan Bidiagonalization methods via the Einstein product with applications to image and video processing. CoRR Mohamed El Guide, Alaa El Ichi, Fatemeh Panjeh Ali Beik, Khalide Jbilou
2020	J	`jnl`	Tensor Krylov subspace methods via the T-product for color image processing. CoRR Mohamed El Guide, Alaa El Ichi, Khalide Jbilou, Rachid Sadaka
2020	J	`jnl`	Tensor extrapolation methods with applications. CoRR Fatemeh Panjeh Ali Beik, Alaa El Ichi, Khalide Jbilou, Rachid Sadaka