Amine Mansouri

According to our database, Amine Mansouri authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2025

Hybrid Transformer-CNN architecture for multivariate time series forecasting: Integrating attention mechanisms with convolutional feature extraction.

Abdellah El Zaar, Amine Mansouri, Nabil Benaya, Toufik Bakir, Abderrahim El Allati

J. Intell. Inf. Syst., August, 2025

2024

Prediction of US 30-years-treasury-bonds movement and trading entry point using the robust 1DCNN-BiLSTM-XGBoost algorithm.

Abdellah El Zaar, Nabil Benaya, Toufik Bakir, Amine Mansouri, Abderrahim El Allati

Expert Syst. J. Knowl. Eng., January, 2024

Supervision et analyse de mouvements par un réseau de capteurs intelligents, application à la réhabilitation fonctionnelle. (Supervision and analysis of movements by a network of intelligent sensors, application to functional rehabilitation).

Amine Mansouri

PhD thesis, 2024

Improved semantic-guided network for skeleton-based action recognition.

Amine Mansouri, Toufik Bakir, Abdellah El Zaar

J. Vis. Commun. Image Represent., 2024

A Contribution to Time Series Analysis and Forecasting Using Deep Learning Approaches.

Abdellah El Zaar, Amine Mansouri, Nabil Benaya, Abderrahim El Allati, Toufik Bakir

Proceedings of the International Conference on Control, Automation and Diagnosis, 2024