Selim Reza

417 total citations · 1 hit paper
12 papers, 259 citations indexed

About

Selim Reza is a scholar working on Building and Construction, Control and Systems Engineering and Transportation. According to data from OpenAlex, Selim Reza has authored 12 papers receiving a total of 259 indexed citations (citations by other indexed papers that have themselves been cited), including 8 papers in Building and Construction, 6 papers in Control and Systems Engineering and 4 papers in Transportation. Recurrent topics in Selim Reza's work include Traffic Prediction and Management Techniques (7 papers), Traffic control and management (6 papers) and Transportation Planning and Optimization (4 papers). Selim Reza is often cited by papers focused on Traffic Prediction and Management Techniques (7 papers), Traffic control and management (6 papers) and Transportation Planning and Optimization (4 papers). Selim Reza collaborates with scholars based in Portugal, Bangladesh and United States. Selim Reza's co-authors include José J. M. Machado, João Manuel R. S. Tavares, Marta Campos Ferreira, Fabrizio Paolacci, Oreste S. Bursi and Md. Atiar Rahman and has published in prestigious journals such as Expert Systems with Applications, Sensors and IEEE Transactions on Intelligent Transportation Systems.

In The Last Decade

Selim Reza

10 papers receiving 248 citations

Hit Papers

A multi-head attention-based transformer model for traffi... 2022 2026 2023 2024 2022 50 100 150
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks
    2022 181 citations Selim Reza, Marta Campos Ferreira et al. Expert Systems with Applications profile →

Peers

Selim Reza
Jianli Xiao China
Yao-Jan Wu United States
Ya Gao China
Juan S. Angarita-Zapata Spain
Sumitra Ganesh United States
Zikai Zhang China
Przemysław Sekuła Poland
Jincai Huang China
Jiahao Ji China
Jianli Xiao China
Selim Reza
Citations per year, relative to Selim Reza Selim Reza (= 1×) peers Jianli Xiao

Countries citing papers authored by Selim Reza

Since Specialization
Citations

This map shows the geographic impact of Selim Reza's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Selim Reza with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Selim Reza more than expected).

Fields of papers citing papers by Selim Reza

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Selim Reza. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Selim Reza. The network helps show where Selim Reza may publish in the future.

Co-authorship network of co-authors of Selim Reza

This figure shows the co-authorship network connecting the top 25 collaborators of Selim Reza. A scholar is included among the top collaborators of Selim Reza based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Selim Reza. Selim Reza is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

12 of 12 papers shown
1.
Reza, Selim, Marta Campos Ferreira, José J. M. Machado, & João Manuel R. S. Tavares. (2025). Enhancing intelligent transportation systems with a more efficient model for long-term traffic predictions based on an attention mechanism and a residual temporal convolutional network. Neural Networks. 192. 107897–107897.
2.
Reza, Selim, Marta Campos Ferreira, José J. M. Machado, & João Manuel R. S. Tavares. (2025). An Actor–Critic-based adapted Deep Reinforcement Learning model for multi-step traffic state prediction. Applied Soft Computing. 184. 113783–113783. 2 indexed citations
3.
Reza, Selim, Marta Campos Ferreira, José J. M. Machado, & João Manuel R. S. Tavares. (2025). Road Traffic Events Monitoring Using a Multi-Head Attention Mechanism-Based Transformer and Temporal Convolutional Networks. IEEE Transactions on Intelligent Transportation Systems. 26(9). 13011–13024.
4.
Reza, Selim, Marta Campos Ferreira, José J. M. Machado, & João Manuel R. S. Tavares. (2023). A citywide TD‐learning based intelligent traffic signal control for autonomous vehicles: Performance evaluation using SUMO. Expert Systems. 42(1). 5 indexed citations
5.
Reza, Selim, Marta Campos Ferreira, José J. M. Machado, & João Manuel R. S. Tavares. (2022). Road networks structure analysis: A preliminary network science-based approach. Annals of Mathematics and Artificial Intelligence. 92(1). 215–234. 6 indexed citations
6.
Reza, Selim, Marta Campos Ferreira, José J. M. Machado, & João Manuel R. S. Tavares. (2022). Traffic State Prediction Using One-Dimensional Convolution Neural Networks and Long Short-Term Memory. Applied Sciences. 12(10). 5149–5149. 10 indexed citations
7.
Reza, Selim, Marta Campos Ferreira, José J. M. Machado, & João Manuel R. S. Tavares. (2022). A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks. Expert Systems with Applications. 202. 117275–117275. 181 indexed citations breakdown →
8.
Reza, Selim, Marta Campos Ferreira, José J. M. Machado, & João Manuel R. S. Tavares. (2022). A customized residual neural network and bi-directional gated recurrent unit-based automatic speech recognition model. Expert Systems with Applications. 215. 119293–119293. 17 indexed citations
9.
Reza, Selim, et al.. (2021). Urban Safety: An Image-Processing and Deep-Learning-Based Intelligent Traffic Management and Control System. Sensors. 21(22). 7705–7705. 20 indexed citations
10.
Reza, Selim, et al.. (2015). PC Based Wireless Monitoring and Control of Fire Detection and Extinguishing System. 3(3). 90–90. 3 indexed citations
11.
Paolacci, Fabrizio, Selim Reza, & Oreste S. Bursi. (2011). SEISMIC ANALYSIS AND COMPONENT DESIGN OF REFINERY PIPING SYSTEMS. Iris (Roma Tre University). 13 indexed citations
12.
Reza, Selim, et al.. (2002). Beam shaping with antenna arrays using neural networks. 220–223. 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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