Murat Köklü

2.6k total citations · 1 hit paper
94 papers, 1.8k citations indexed

About

Murat Köklü is a scholar working on Analytical Chemistry, Plant Science and Artificial Intelligence. According to data from OpenAlex, Murat Köklü has authored 94 papers receiving a total of 1.8k indexed citations (citations by other indexed papers that have themselves been cited), including 35 papers in Analytical Chemistry, 32 papers in Plant Science and 15 papers in Artificial Intelligence. Recurrent topics in Murat Köklü's work include Spectroscopy and Chemometric Analyses (35 papers), Smart Agriculture and AI (29 papers) and Identification and Quantification in Food (8 papers). Murat Köklü is often cited by papers focused on Spectroscopy and Chemometric Analyses (35 papers), Smart Agriculture and AI (29 papers) and Identification and Quantification in Food (8 papers). Murat Köklü collaborates with scholars based in Türkiye, Australia and Spain. Murat Köklü's co-authors include İlkay Çınar, İlker Ali Özkan, Yavuz Selim Taşpınar, Ramazan Kursun, Kadir Sabancı, Muhammed Fahri Ünlerşen, Şakir Taşdemir, Dilbag Singh, Heung-No Lee and Kubilay Kurtuluş Baştaş and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Access and Journal of Food Science.

In The Last Decade

Murat Köklü

84 papers receiving 1.7k citations

Hit Papers

Multiclass classification of dry beans using computer vis... 2020 2026 2022 2024 2020 50 100 150 200
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. Multiclass classification of dry beans using computer vision and machine learning techniques
    2020 209 citations Murat Köklü 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
Murat Köklü Türkiye 22 759 610 331 208 171 94 1.8k
Kadir Sabancı Türkiye 25 652 0.9× 421 0.7× 429 1.3× 300 1.4× 177 1.0× 110 2.1k
İlker Ali Özkan Türkiye 14 275 0.4× 226 0.4× 215 0.6× 83 0.4× 97 0.6× 41 951
Muhammet Fatih Aslan Türkiye 20 316 0.4× 184 0.3× 417 1.3× 304 1.5× 94 0.5× 61 1.4k
Santi Kumari Behera India 21 1.0k 1.4× 533 0.9× 336 1.0× 197 0.9× 92 0.5× 90 1.8k
Prabira Kumar Sethy India 22 1.1k 1.4× 584 1.0× 346 1.0× 214 1.0× 99 0.6× 105 1.9k
İlkay Çınar Türkiye 16 467 0.6× 394 0.6× 111 0.3× 125 0.6× 86 0.5× 41 878
Liu Liu China 32 1.3k 1.7× 179 0.3× 202 0.6× 1.0k 4.9× 165 1.0× 132 3.1k
Weiqing Min China 23 196 0.3× 161 0.3× 334 1.0× 570 2.7× 450 2.6× 66 1.6k
Sook Yoon South Korea 23 1.4k 1.9× 456 0.7× 268 0.8× 606 2.9× 102 0.6× 74 2.7k
Longsheng Fu China 27 2.3k 3.1× 661 1.1× 65 0.2× 261 1.3× 308 1.8× 90 3.0k

Countries citing papers authored by Murat Köklü

Since Specialization
Citations

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

Fields of papers citing papers by Murat Köklü

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Murat Köklü

This figure shows the co-authorship network connecting the top 25 collaborators of Murat Köklü. A scholar is included among the top collaborators of Murat Köklü 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 Murat Köklü. Murat Köklü 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.
Köklü, Murat, et al.. (2025). Automated Classification of Biscuit Quality Using YOLOv8 Models in Food Industry. Food Analytical Methods. 18(5). 815–829. 2 indexed citations
2.
Ropelewska, Ewa, Ramazan Kursun, İlkay Çınar, et al.. (2025). Optimized feature selection using gray wolf and particle swarm algorithms for corn seed image classification. Journal of Food Composition and Analysis. 145. 107738–107738. 2 indexed citations
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Köklü, Murat, et al.. (2024). Fisheye freshness detection using common deep learning algorithms and machine learning methods with a developed mobile application. European Food Research and Technology. 250(7). 1919–1932. 17 indexed citations
6.
Köklü, Murat, et al.. (2024). Classification of Heart Diseases with Ensemble Learning Algorithms. DergiPark (Istanbul University). 9(2). 369–387. 1 indexed citations
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Çınar, İlkay, et al.. (2024). Apple (Malus domestica) Quality Evaluation Based on Analysis of Features Using Machine Learning Techniques. Applied Fruit Science. 66(6). 2123–2133. 3 indexed citations
9.
Kursun, Ramazan, et al.. (2023). The Effectiveness of Deep Learning Methods on Groundnut Disease Detection. 5 indexed citations
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Işık, Hakan, Şakir Taşdemir, Yavuz Selim Taşpınar, et al.. (2023). Maize seeds forecasting with hybrid directional and bi‐directional long short‐term memory models. Food Science & Nutrition. 12(2). 786–803. 15 indexed citations
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Çınar, İlkay, et al.. (2023). Classification of deep image features of lentil varieties with machine learning techniques. European Food Research and Technology. 249(5). 1303–1316. 41 indexed citations
14.
Taşpınar, Yavuz Selim, et al.. (2023). Detection of hazelnut varieties and development of mobile application with CNN data fusion feature reduction-based models. European Food Research and Technology. 250(1). 97–110. 21 indexed citations
15.
Çınar, İlkay, Yavuz Selim Taşpınar, & Murat Köklü. (2023). Development of Early Stage Diabetes Prediction Model Based on Stacking Approach. SHILAP Revista de lepidopterología. 17(2). 153–159. 5 indexed citations
16.
Taşpınar, Yavuz Selim, et al.. (2022). Application of Pre-Trained Deep Convolutional Neural Networks for Coffee Beans Species Detection. Food Analytical Methods. 15(12). 3232–3243. 51 indexed citations
17.
Köklü, Murat, et al.. (2022). A Voice Recognition Based Game Design for More Accurate Pronunciation of English. 1 indexed citations
18.
Çınar, İlkay, Yavuz Selim Taşpınar, Mücahid Mustafa Sarıtaş, & Murat Köklü. (2020). FEATURE EXTRACTION AND RECOGNITION ON TRAFFIC SIGN IMAGES. 19(4). 282–292. 2 indexed citations
19.
Çınar, İlkay, Murat Köklü, & Şakir Taşdemir. (2020). Classification of Raisin Grains Using Machine Vision and Artificial Intelligence Methods. 7 indexed citations
20.
Köklü, Murat, et al.. (2019). Investigation of Extremism Behaviors of Young People in Turkey and Member Countries of European Union. DergiPark (Istanbul University). 3(2). 142–155. 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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