Mehmet Karaköse

4.6k total citations · 1 hit paper
247 papers, 3.3k citations indexed

About

Mehmet Karaköse is a scholar working on Artificial Intelligence, Mechanical Engineering and Computer Vision and Pattern Recognition. According to data from OpenAlex, Mehmet Karaköse has authored 247 papers receiving a total of 3.3k indexed citations (citations by other indexed papers that have themselves been cited), including 71 papers in Artificial Intelligence, 57 papers in Mechanical Engineering and 49 papers in Computer Vision and Pattern Recognition. Recurrent topics in Mehmet Karaköse's work include Railway Engineering and Dynamics (37 papers), Infrastructure Maintenance and Monitoring (35 papers) and Vehicle License Plate Recognition (25 papers). Mehmet Karaköse is often cited by papers focused on Railway Engineering and Dynamics (37 papers), Infrastructure Maintenance and Monitoring (35 papers) and Vehicle License Plate Recognition (25 papers). Mehmet Karaköse collaborates with scholars based in Türkiye, Germany and China. Mehmet Karaköse's co-authors include Erhan Akın, İlhan Aydın, Mehmet Bayğın, Orhan Yaman, Hasan Yetış, Ebru Karaköse, Hasan Alli, Servet Soygüder, Nursena Bayğın and Ayşegül Uçar and has published in prestigious journals such as SHILAP Revista de lepidopterología, Expert Systems with Applications and Energy Conversion and Management.

In The Last Decade

Mehmet Karaköse

225 papers receiving 3.1k citations

Hit Papers

Artificial Intelligence for Predictive Maintenance Applic... 2024 2026 2025 2024 40 80 120
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. Artificial Intelligence for Predictive Maintenance Applications: Key Components, Trustworthiness, and Future Trends
    2024 122 citations Mehmet Karaköse et al. profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Mehmet Karaköse Türkiye 30 958 686 675 545 506 247 3.3k
Erhan Akın Türkiye 29 840 0.9× 533 0.8× 618 0.9× 873 1.6× 477 0.9× 151 3.1k
Zhenyu Liu China 34 1.0k 1.1× 1.1k 1.6× 802 1.2× 368 0.7× 444 0.9× 336 4.5k
İlhan Aydın Türkiye 28 698 0.7× 366 0.5× 392 0.6× 449 0.8× 287 0.6× 144 2.0k
Alfredo Núñez Netherlands 32 1.6k 1.6× 998 1.5× 665 1.0× 217 0.4× 419 0.8× 130 3.4k
Qi Hao China 38 478 0.5× 1.1k 1.6× 555 0.8× 932 1.7× 1.4k 2.9× 216 6.0k
Kesheng Wang Norway 28 733 0.8× 866 1.3× 806 1.2× 370 0.7× 573 1.1× 70 2.9k
Azlan Mohd Zain Malaysia 35 1.9k 2.0× 693 1.0× 308 0.5× 928 1.7× 1.2k 2.3× 151 4.4k
D. P. Vakharia India 12 774 0.8× 455 0.7× 986 1.5× 2.6k 4.8× 1.4k 2.8× 38 5.6k
Yuchen Jiang China 30 705 0.7× 379 0.6× 2.1k 3.1× 887 1.6× 518 1.0× 111 4.2k
Jinjiang Wang China 36 2.4k 2.5× 2.0k 2.8× 2.3k 3.4× 841 1.5× 1.1k 2.2× 139 6.6k

Countries citing papers authored by Mehmet Karaköse

Since Specialization
Citations

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

Fields of papers citing papers by Mehmet Karaköse

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Mehmet Karaköse

This figure shows the co-authorship network connecting the top 25 collaborators of Mehmet Karaköse. A scholar is included among the top collaborators of Mehmet Karaköse 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 Mehmet Karaköse. Mehmet Karaköse 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.
2.
Karaköse, Mehmet, et al.. (2025). Dynamic Fuzzy Cognitive Maps-Based Crowd Analysis Using Time Series Obtained From Video Processing. IEEE Access. 13. 33813–33833.
3.
4.
Yetış, Hasan, et al.. (2024). Quantum Computing Based Collaborative Optimum Mission Allocation Approach for Heterogeneous Multi Unmanned Vehicles. IEEE Access. 12. 169069–169078. 3 indexed citations
5.
Karaköse, Mehmet, et al.. (2023). Yolov5 Based Fault Detection Approach in Railway Components. 1–4. 3 indexed citations
6.
Karaköse, Mehmet, et al.. (2023). A New Approach to in Ensemble Method for Deepfake Detection. 201–204.
7.
Karaköse, Mehmet, et al.. (2023). A New Classification Approach of Cultural Heritage: Deep Learning Based Image Recognition. 95–99. 3 indexed citations
8.
Karaköse, Mehmet, et al.. (2023). A New Approach for Classification and Detection of World Cultural Heritages with YOLOv3. 25. 90–94. 1 indexed citations
9.
Yetış, Hasan, et al.. (2023). A Quantum-Classical Hybrid Classifier Using Multi-Encoding Method for Images. 5 indexed citations
10.
Karaköse, Mehmet, et al.. (2022). Mask R-CNN Architecture Based Railway Fastener Fault Detection Approach. 2022 International Conference on Decision Aid Sciences and Applications (DASA). 1363–1366. 14 indexed citations
11.
Karaköse, Mehmet, et al.. (2022). Derin Takviyeli Öğrenme Tabanlı Bilinmeyen Ortamda Çoklu Robot Navigasyonu. Fırat Üniversitesi Mühendislik Bilimleri Dergisi. 34(2). 699–707. 2 indexed citations
12.
Karaköse, Mehmet, et al.. (2019). Architecture and implementation of a smart‐pregnancy monitoring system using web‐based application. Expert Systems. 37(1). 11 indexed citations
13.
Karaköse, Mehmet, et al.. (2017). A vision based traffic light detection and recognition approach for intelligent vehicles. 424–429. 17 indexed citations
14.
Karaköse, Mehmet, et al.. (2017). A New Computer Vision Based Method for Rail Track Detection and Fault Diagnosis in Railways. International Journal of Mechanical Engineering and Robotics Research. 22–27. 66 indexed citations
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16.
Yetış, Hasan, Mehmet Bayğın, & Mehmet Karaköse. (2016). An investigation for benefits of cyber-physical systems in higher education courses. 1–5. 9 indexed citations
17.
Karaköse, Mehmet, et al.. (2014). Görüntü Mozaikleme Algoritması İçin Deneysel Bir Çalışma. Fırat Üniversitesi Mühendislik Bilimleri Dergisi. 26(1). 17–25. 1 indexed citations
18.
Aydın, İlhan, Mehmet Karaköse, & Erhan Akın. (2014). Monitoring of pantograph-catenary interaction by using particle swarm based contact wire tracking. International Conference on Systems, Signals and Image Processing. 23–26. 13 indexed citations
19.
Karaköse, Mehmet. (2010). Fuzzy logic approach for analysis and simulation of human motion. 574–577. 1 indexed citations
20.
Aydın, İlhan, Mehmet Karaköse, & Erhan Akın. (2009). KIRIK ROTOR ÇUBUĞU VE STATOR ARIZALARININ TEŞHİSİNDE YAPAY SİNİR AĞI YAKLAŞIMI. DergiPark (Istanbul University). 25(1). 134–149.

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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