Ozan Kocadağlı

429 total citations
21 papers, 309 citations indexed

About

Ozan Kocadağlı is a scholar working on Artificial Intelligence, Management Science and Operations Research and Control and Systems Engineering. According to data from OpenAlex, Ozan Kocadağlı has authored 21 papers receiving a total of 309 indexed citations (citations by other indexed papers that have themselves been cited), including 6 papers in Artificial Intelligence, 6 papers in Management Science and Operations Research and 5 papers in Control and Systems Engineering. Recurrent topics in Ozan Kocadağlı's work include Optimization and Mathematical Programming (4 papers), Multi-Criteria Decision Making (3 papers) and Fuzzy Systems and Optimization (3 papers). Ozan Kocadağlı is often cited by papers focused on Optimization and Mathematical Programming (4 papers), Multi-Criteria Decision Making (3 papers) and Fuzzy Systems and Optimization (3 papers). Ozan Kocadağlı collaborates with scholars based in Türkiye, United States and Portugal. Ozan Kocadağlı's co-authors include Reza Langari, Barış Aşikgil, Düzgün Yıldırım, Arnaldo Batista, Tahir Ekin, Lawrence Fulton, Said İncir, Paul M. Griffin, Artür Salmaslıoğlu and Nural Yılgör and has published in prestigious journals such as Expert Systems with Applications, Applied Soft Computing and Computer Methods and Programs in Biomedicine.

In The Last Decade

Ozan Kocadağlı

20 papers receiving 290 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Ozan Kocadağlı Türkiye 9 91 88 81 59 39 21 309
Vandana Bhattacharjee India 10 84 0.9× 73 0.8× 44 0.5× 28 0.5× 9 0.2× 37 349
Deepta Rajan United States 8 213 2.3× 43 0.5× 27 0.3× 96 1.6× 14 0.4× 19 400
Sifan Wu China 6 68 0.7× 129 1.5× 14 0.2× 80 1.4× 16 0.4× 19 284
Dat Thanh Tran Finland 9 122 1.3× 117 1.3× 11 0.1× 67 1.1× 14 0.4× 16 343
Shengyu Zhang China 10 191 2.1× 27 0.3× 27 0.3× 13 0.2× 6 0.2× 29 372
Saichon Jaiyen Thailand 10 176 1.9× 22 0.3× 25 0.3× 54 0.9× 14 0.4× 28 345
Yajiao Tang China 11 246 2.7× 85 1.0× 21 0.3× 18 0.3× 25 0.6× 16 417
David Hallac United States 5 170 1.9× 13 0.1× 16 0.2× 118 2.0× 22 0.6× 6 348
Mansour Esmaeilpour Iran 9 171 1.9× 9 0.1× 30 0.4× 44 0.7× 33 0.8× 25 373
Paweł Cichosz Poland 11 159 1.7× 14 0.2× 14 0.2× 22 0.4× 40 1.0× 29 416

Countries citing papers authored by Ozan Kocadağlı

Since Specialization
Citations

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

Fields of papers citing papers by Ozan Kocadağlı

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ozan Kocadağlı

This figure shows the co-authorship network connecting the top 25 collaborators of Ozan Kocadağlı. A scholar is included among the top collaborators of Ozan Kocadağlı 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 Ozan Kocadağlı. Ozan Kocadağlı 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.
Yılgör, Nural, et al.. (2025). Wood-waste classification using interpretable machine learning. Wood Material Science and Engineering. 1–12. 1 indexed citations
2.
Kocadağlı, Ozan, et al.. (2024). Unveiling Off-Target Mutations in CRISPR Guide RNAs: Implications for Gene Region Specificity. The CRISPR Journal. 7(3). 168–178. 1 indexed citations
3.
Yılgör, Nural, et al.. (2024). Classification of wooden wastes with machine learning approaches. Artvin Çoruh Üniversitesi Orman Fakültesi Dergisi. 25(1). 22–33. 1 indexed citations
4.
Kocadağlı, Ozan, et al.. (2023). Multi-class classification of thyroid nodules from automatic segmented ultrasound images: Hybrid ResNet based UNet convolutional neural network approach. Computer Methods and Programs in Biomedicine. 243. 107921–107921. 20 indexed citations
5.
Kocadağlı, Ozan, et al.. (2023). ChatGPT-assisted deep learning model for thyroid nodule analysis: beyond artifical intelligence. Medical Ultrasonography. 25(4). 375–375. 6 indexed citations
6.
Kocadağlı, Ozan, et al.. (2022). Important factors affecting the transmission rate of COVID-19 in G20 and EU. Istanbul Technical University Academic Open Archive (Istanbul Technical University).
7.
Kocadağlı, Ozan, et al.. (2022). Preictal phase detection on EEG signals using hybridized machine learning classifiers with a novel feature selection procedure based GAs and ICOMP. Expert Systems with Applications. 212. 118825–118825. 12 indexed citations
8.
Kocadağlı, Ozan, et al.. (2021). Clinical prognosis evaluation of COVID-19 patients: An interpretable hybrid machine learning approach. Current Research in Translational Medicine. 70(1). 103319–103319. 12 indexed citations
9.
Kocadağlı, Ozan, et al.. (2021). Hybridized artificial neural network classifiers with a novel feature selection procedure based genetic algorithms and information complexity in credit scoring. Applied Stochastic Models in Business and Industry. 37(2). 203–228. 11 indexed citations
10.
11.
Kocadağlı, Ozan, et al.. (2015). Artificial Neural Networks with Gradient Learning Algorithm for Credit Scoring. DergiPark (Istanbul University). 44(2). 3–12. 4 indexed citations
12.
Kocadağlı, Ozan, et al.. (2015). A novel fuzzy goal programming approach with preemtive structure for optimal investment decisions. Journal of Intelligent & Fuzzy Systems. 28(2). 633–645. 8 indexed citations
13.
Ekin, Tahir, et al.. (2015). Fuzzy decision making in health systems: a resource allocation model. RePEc: Research Papers in Economics. 4(3-4). 245–267. 8 indexed citations
14.
Kocadağlı, Ozan. (2015). A novel hybrid learning algorithm for full Bayesian approach of artificial neural networks. Applied Soft Computing. 35. 52–65. 26 indexed citations
15.
Kocadağlı, Ozan, et al.. (2015). A novel portfolio selection model based on fuzzy goal programming with different importance and priorities. Expert Systems with Applications. 42(20). 6898–6912. 41 indexed citations
16.
Kocadağlı, Ozan & Barış Aşikgil. (2014). Nonlinear time series forecasting with Bayesian neural networks. Expert Systems with Applications. 41(15). 6596–6610. 55 indexed citations
17.
Kaya, Cansın Tulunay & Ozan Kocadağlı. (2012). ETKİN SINIR VE BETA KATSAYI KISITLI PORTFÖY SEÇİM MODELİ ÜZERİNE BİR UYGULAMA. DergiPark (Istanbul University). 11(22). 19–35. 1 indexed citations
18.
Kocadağlı, Ozan. (2012). A novel nonlinear programming approach for estimating CAPM beta of an asset using fuzzy regression. Expert Systems with Applications. 40(3). 858–865. 14 indexed citations
19.
Kocadağlı, Ozan. (2011). A new approach for fuzzy multiple regression with fuzzy output. International Journal of Industrial and Systems Engineering. 9(1). 49–49. 5 indexed citations
20.
Kocadağlı, Ozan, et al.. (2009). A fuzzy nonlinear model approach with CAPM for portfolio optimization. DergiPark (Istanbul University). 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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