article · Journal of Intelligent Information Systems

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

Abdellah Elzaar
Toufik Bakir
Nabil Benaya
Amine Mansouri
A. El Allati

202518 citationsAbdelmalek Essaâdi University

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Research topics

Time Series Analysis and Forecasting
Stock Market Forecasting Methods
Neural Networks and Applications

Sustainable Development Goals

7Affordable and Clean Energy

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DOI: 10.1007/s10844-025-00937-5

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