Mehrdad Rostami

2.6k total citations
44 papers, 1.6k citations indexed

About

Mehrdad Rostami is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems. According to data from OpenAlex, Mehrdad Rostami has authored 44 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Artificial Intelligence, 14 papers in Computer Vision and Pattern Recognition and 12 papers in Information Systems. Recurrent topics in Mehrdad Rostami's work include Recommender Systems and Techniques (11 papers), Nutritional Studies and Diet (7 papers) and Complex Network Analysis Techniques (6 papers). Mehrdad Rostami is often cited by papers focused on Recommender Systems and Techniques (11 papers), Nutritional Studies and Diet (7 papers) and Complex Network Analysis Techniques (6 papers). Mehrdad Rostami collaborates with scholars based in Finland, Australia and Iran. Mehrdad Rostami's co-authors include Kamal Berahmand, Saman Forouzandeh, Mourad Oussalah, Parham Moradi, Vahid Farrahi, Elahe Nasiri, Sajad Ahmadian, Yuefeng Li, Seyed Mohammad Jafar Jalali and Shahab S. Band and has published in prestigious journals such as SHILAP Revista de lepidopterología, Medicine & Science in Sports & Exercise and Expert Systems with Applications.

In The Last Decade

Mehrdad Rostami

43 papers receiving 1.6k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Mehrdad Rostami Finland 20 757 356 315 268 262 44 1.6k
Bo Yang China 20 751 1.0× 312 0.9× 142 0.5× 578 2.2× 467 1.8× 123 1.7k
Saman Forouzandeh Australia 15 483 0.6× 188 0.5× 166 0.5× 171 0.6× 198 0.8× 24 917
Lin Li China 22 1.0k 1.3× 367 1.0× 60 0.2× 102 0.4× 428 1.6× 243 2.0k
Heli Sun China 21 733 1.0× 127 0.4× 130 0.4× 539 2.0× 236 0.9× 88 1.6k
Gjergji Kasneci Germany 18 1.3k 1.7× 215 0.6× 124 0.4× 155 0.6× 469 1.8× 61 2.0k
Mehmet Kaya Türkiye 21 820 1.1× 80 0.2× 193 0.6× 196 0.7× 492 1.9× 121 1.5k
Zhicheng Cui United States 8 794 1.0× 271 0.8× 125 0.4× 244 0.9× 151 0.6× 13 1.2k
Mohammad‐Reza Feizi‐Derakhshi Iran 20 690 0.9× 294 0.8× 74 0.2× 131 0.5× 255 1.0× 98 1.4k
Patricia Bradley United States 16 971 1.3× 557 1.6× 74 0.2× 75 0.3× 295 1.1× 45 2.5k
Man-Fai Leung United Kingdom 24 573 0.8× 423 1.2× 73 0.2× 56 0.2× 100 0.4× 88 1.4k

Countries citing papers authored by Mehrdad Rostami

Since Specialization
Citations

This map shows the geographic impact of Mehrdad Rostami'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 Mehrdad Rostami with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mehrdad Rostami more than expected).

Fields of papers citing papers by Mehrdad Rostami

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mehrdad Rostami. 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 Mehrdad Rostami. The network helps show where Mehrdad Rostami may publish in the future.

Co-authorship network of co-authors of Mehrdad Rostami

This figure shows the co-authorship network connecting the top 25 collaborators of Mehrdad Rostami. A scholar is included among the top collaborators of Mehrdad Rostami 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 Mehrdad Rostami. Mehrdad Rostami is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Ahmadian, Sajad, Kamal Berahmand, Mehrdad Rostami, et al.. (2025). Recommender Systems Based on Nonnegative Matrix Factorization: A Survey. IEEE Transactions on Artificial Intelligence. 6(10). 2554–2574. 7 indexed citations
2.
3.
Farrahi, Vahid & Mehrdad Rostami. (2024). Machine learning in physical activity, sedentary, and sleep behavior research. PubMed. 3(1). 5–5. 13 indexed citations
4.
Forouzandeh, Saman, et al.. (2024). UIFRS-HAN: User interests-aware food recommender system based on the heterogeneous attention network. Engineering Applications of Artificial Intelligence. 135. 108766–108766. 11 indexed citations
5.
Rostami, Mehrdad, Kamal Berahmand, Saman Forouzandeh, et al.. (2024). A novel healthy food recommendation to user groups based on a deep social community detection approach. Neurocomputing. 576. 127326–127326. 18 indexed citations
6.
Ahmadian, Sajad, Mehrdad Rostami, Vahid Farrahi, & Mourad Oussalah. (2024). A novel physical activity recognition approach using deep ensemble optimized transformers and reinforcement learning. Neural Networks. 173. 106159–106159. 5 indexed citations
7.
Forouzandeh, Saman, Mehrdad Rostami, Kamal Berahmand, & Razieh Sheikhpour. (2023). Health-aware food recommendation system with dual attention in heterogeneous graphs. Computers in Biology and Medicine. 169. 107882–107882. 23 indexed citations
8.
Rostami, Mehrdad, Mourad Oussalah, Kamal Berahmand, & Vahid Farrahi. (2023). Community Detection Algorithms in Healthcare Applications: A Systematic Review. IEEE Access. 11. 30247–30272. 72 indexed citations
9.
Rostami, Mehrdad, Vahid Farrahi, Sajad Ahmadian, Seyed Mohammad Jafar Jalali, & Mourad Oussalah. (2023). A novel healthy and time-aware food recommender system using attributed community detection. Expert Systems with Applications. 221. 119719–119719. 42 indexed citations
10.
Rostami, Mehrdad & Mourad Oussalah. (2022). A novel explainable COVID-19 diagnosis method by integration of feature selection with random forest. Informatics in Medicine Unlocked. 30. 100941–100941. 47 indexed citations
11.
Rostami, Mehrdad, Usman Muhammad, Saman Forouzandeh, et al.. (2022). An effective explainable food recommendation using deep image clustering and community detection. Intelligent Systems with Applications. 16. 200157–200157. 31 indexed citations
12.
Saberi-Movahed, Farid, Mehrdad Rostami, Kamal Berahmand, et al.. (2022). Dual Regularized Unsupervised Feature Selection Based on Matrix Factorization and Minimum Redundancy with application in gene selection. Knowledge-Based Systems. 256. 109884–109884. 66 indexed citations
13.
Rostami, Mehrdad, et al.. (2022). Graph-based relevancy-redundancy gene selection method for cancer diagnosis. Computers in Biology and Medicine. 147. 105766–105766. 72 indexed citations
14.
Rostami, Mehrdad & Mourad Oussalah. (2022). Cancer prediction using graph-based gene selection and explainable classifier. SHILAP Revista de lepidopterología. 14(1). 61–78. 3 indexed citations
15.
Nasiri, Elahe, et al.. (2021). A novel link prediction algorithm for protein-protein interaction networks by attributed graph embedding. Computers in Biology and Medicine. 137. 104772–104772. 101 indexed citations
16.
Zahiri, Javad, et al.. (2021). Prediction of chemoresistance trait of cancer cell lines using machine learning algorithms and systems biology analysis. Journal Of Big Data. 8(1). 6 indexed citations
17.
Rostami, Mehrdad, Kamal Berahmand, & Saman Forouzandeh. (2020). A novel method of constrained feature selection by the measurement of pairwise constraints uncertainty. Journal Of Big Data. 7(1). 48 indexed citations
18.
Forouzandeh, Saman, Kamal Berahmand, Elahe Nasiri, & Mehrdad Rostami. (2020). A Hotel Recommender System for Tourists Using the Artificial Bee Colony Algorithm and Fuzzy TOPSIS Model: A Case Study of TripAdvisor. International Journal of Information Technology & Decision Making. 20(1). 399–429. 39 indexed citations
19.
Rostami, Mehrdad, et al.. (2020). Integration of multi-objective PSO based feature selection and node centrality for medical datasets. Genomics. 112(6). 4370–4384. 133 indexed citations
20.
Rostami, Mehrdad, et al.. (2013). RELIABILITY ENHANCEMENT OF THE POWER SYSTEM BY THE SVC REPLACEMENT. Majlesi Journal of Electrical Engineering. 7(427). 17–26. 1 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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