Search: Transformer Networks — Academic Articles

Deep learning-based personalized learning path recommendation system for higher education

Yue Zhao • Discover Artificial Intelligence (2026)

Abstract The growing variety of student profiles in higher education has made it more important than ever to have smart systems that can change learning experiences on the job. Current recommendation algorithms fail to capture the complex r...

DOAJ Open Access (DOAJ) DOI: 10.1007/s44163-026-01500-z

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Emerging Trends in Autonomous Vehicle Perception: Multimodal Fusion for 3D Object Detection

Simegnew Yihunie Alaba, Ali C. Gurbuz, John E. Ball • World Electric Vehicle Journal (2024)

The pursuit of autonomous driving relies on developing perception systems capable of making accurate, robust, and rapid decisions to interpret the driving environment effectively. Object detection is crucial for understanding the environmen...

DOAJ Open Access (DOAJ) DOI: 10.3390/wevj15010020

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Investment portfolio optimization with supervised learning and attention mechanism

Zetao Yan • Egyptian Informatics Journal (2025)

Portfolio optimization is a process that involves distribution of capital with the purpose of maximizing returns and at the same time minimizing risks. The current paper discusses the use of Transformer networks in supervised learning for p...

DOAJ Open Access (DOAJ) DOI: 10.1016/j.eij.2025.100839

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Integrating Merkle Trees with Transformer Networks for Secure Financial Computation

Xinyue Wang, Weifan Lin, Weiting Zhang, Yiwen Huang et al. • Applied Sciences (2024)

In this paper, the Merkle-Transformer model is introduced as an innovative approach designed for financial data processing, which combines the data integrity verification mechanism of Merkle trees with the data processing capabilities of th...

DOAJ Open Access (DOAJ) DOI: 10.3390/app14041386

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Academic Articles & Research Papers

Deep learning-based personalized learning path recommendation system for higher education

Emerging Trends in Autonomous Vehicle Perception: Multimodal Fusion for 3D Object Detection

Investment portfolio optimization with supervised learning and attention mechanism

Integrating Merkle Trees with Transformer Networks for Secure Financial Computation