Cagatay Catal

9.9k total citations · 7 hit papers
140 papers, 6.3k citations indexed

About

Cagatay Catal is a scholar working on Information Systems, Software and Computer Networks and Communications. According to data from OpenAlex, Cagatay Catal has authored 140 papers receiving a total of 6.3k indexed citations (citations by other indexed papers that have themselves been cited), including 66 papers in Information Systems, 37 papers in Software and 30 papers in Computer Networks and Communications. Recurrent topics in Cagatay Catal's work include Software Engineering Research (39 papers), Software Reliability and Analysis Research (33 papers) and Software Testing and Debugging Techniques (15 papers). Cagatay Catal is often cited by papers focused on Software Engineering Research (39 papers), Software Reliability and Analysis Research (33 papers) and Software Testing and Debugging Techniques (15 papers). Cagatay Catal collaborates with scholars based in Türkiye, Qatar and Netherlands. Cagatay Catal's co-authors include Bedir Teki̇nerdoğan, Ayalew Kassahun, Banu Di̇ri̇, Raymon van Dinter, Ali Seydi Keçeli, Aydın Kaya, Deepti Mishra, Görkem Giray, Akhan Akbulut and Hamdi Yalın Yalıç and has published in prestigious journals such as SHILAP Revista de lepidopterología, Expert Systems with Applications and IEEE Access.

In The Last Decade

Cagatay Catal

131 papers receiving 6.0k citations

Hit Papers

align trajectories sort by overperformance

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.

Crop yield prediction using machine learning: A systematic literature review

2020 991 citations Ayalew Kassahun, Cagatay Catal et al. Computers and Electronics in Agriculture profile →
A systematic review of software fault prediction studies

2008 368 citations Cagatay Catal, Banu Di̇ri̇ profile →
Analysis of transfer learning for deep neural network based plant classification models

2019 318 citations Cagatay Catal, Bedir Teki̇nerdoğan et al. Computers and Electronics in Agriculture profile →
Predictive maintenance using digital twins: A systematic literature review

2022 235 citations Raymon van Dinter, Bedir Teki̇nerdoğan et al. profile →
Automation of systematic literature reviews: A systematic literature review

2021 217 citations Raymon van Dinter, Bedir Teki̇nerdoğan et al. profile →
Systematic reviews in sentiment analysis: a tertiary study

2021 185 citations Cagatay Catal, Bedir Teki̇nerdoğan et al. profile →
Plant disease detection using drones in precision agriculture

2023 89 citations Cagatay Catal, Ayalew Kassahun et al. Precision Agriculture profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Cagatay Catal Türkiye	38	2.1k	1.3k	1.3k	1.2k	903	140	6.3k
Bedir Teki̇nerdoğan Netherlands	36	1.3k 0.6×	887 0.7×	354 0.3×	1.1k 0.9×	784 0.9×	231	5.0k
Nor Badrul Anuar Malaysia	45	2.5k 1.2×	214 0.2×	447 0.3×	2.0k 1.7×	3.4k 3.7×	144	8.1k
André C. P. L. F. de Carvalho Brazil	46	903 0.4×	299 0.2×	109 0.1×	4.2k 3.5×	622 0.7×	372	8.0k
Deepak Gupta India	49	1.4k 0.6×	703 0.5×	65 0.0×	3.5k 2.9×	2.2k 2.4×	443	9.8k
Anand Nayyar Vietnam	46	1.5k 0.7×	347 0.3×	91 0.1×	1.6k 1.4×	2.2k 2.4×	312	7.7k
Moez Krichen Tunisia	31	819 0.4×	227 0.2×	175 0.1×	808 0.7×	870 1.0×	165	3.2k
N. Z. Jhanjhi Malaysia	46	2.1k 1.0×	590 0.4×	60 0.0×	1.9k 1.6×	2.6k 2.9×	314	7.5k
Naeem Seliya United States	32	2.0k 0.9×	69 0.1×	1.5k 1.1×	2.0k 1.7×	987 1.1×	84	5.0k
Pradeep Kumar Singh India	30	759 0.4×	295 0.2×	116 0.1×	722 0.6×	1.1k 1.2×	171	3.3k
Ketan Kotecha India	41	795 0.4×	220 0.2×	90 0.1×	2.0k 1.7×	815 0.9×	397	7.6k

Countries citing papers authored by Cagatay Catal

Since Specialization

Citations

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

Fields of papers citing papers by Cagatay Catal

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Cagatay Catal

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

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Catal, Cagatay, et al.. (2024). The use of large language models for program repair. Computer Standards & Interfaces. 93. 103951–103951. 1 indexed citations

Liu, Qingzhi, Chenglu Jin, Xiaohan Zhou, et al.. (2024). Privacy and Integrity Protection for IoT Multimodal Data Using Machine Learning and Blockchain. ACM Transactions on Multimedia Computing Communications and Applications. 20(6). 1–18. 6 indexed citations

Catal, Cagatay, et al.. (2023). Plant disease detection using drones in precision agriculture. Precision Agriculture. 24(5). 1663–1682. 89 indexed citations breakdown →

Catal, Cagatay, et al.. (2023). Machine learning in crime prediction. Journal of Ambient Intelligence and Humanized Computing. 14(3). 2887–2913. 35 indexed citations

Akbulut, Akhan, et al.. (2023). Boosting the visibility of services in microservice architecture. Cluster Computing. 27(3). 3099–3111. 5 indexed citations

Catal, Cagatay, et al.. (2023). Food fraud detection using explainable artificial intelligence. Expert Systems. 42(1). 48 indexed citations

Akbulut, Fatma Patlar, et al.. (2023). Deep learning-based user experience evaluation in distance learning. Cluster Computing. 27(1). 443–455. 11 indexed citations

Akbulut, Akhan, et al.. (2023). Design and implementation of a deep learning-empowered m-Health application. Multimedia Tools and Applications. 83(12). 35995–36011. 2 indexed citations

Dinter, Raymon van, et al.. (2023). Architecting a Digital Twin-Based Predictive Maintenance System for Modelling Cable Joint Degradation. Socio-Environmental Systems Modeling. 4(1). 1 indexed citations

10.

Catal, Cagatay, et al.. (2023). Securing the Internet of Things Network using a Hierarchical Hyperledger Fabric Model. Socio-Environmental Systems Modeling. 2. 775–779.

11.

Catal, Cagatay, et al.. (2022). Deep learning for crop yield prediction: a systematic literature review. New Zealand Journal of Crop and Horticultural Science. 51(1). 1–26. 87 indexed citations

12.

Catal, Cagatay, et al.. (2022). Detecting Malware by Analyzing App Permissions on Android Platform: A Systematic Literature Review. Sensors. 22(20). 7928–7928. 5 indexed citations

13.

Akbulut, Fatma Patlar, et al.. (2022). A Real-Time CNN-Based Lightweight Mobile Masked Face Recognition System. IEEE Access. 10. 63496–63507. 37 indexed citations

14.

Catal, Cagatay, et al.. (2021). A Firewall Policy Anomaly Detection Framework for Reliable Network Security. IEEE Transactions on Reliability. 71(1). 339–347. 29 indexed citations

15.

Catal, Cagatay, et al.. (2021). Computer vision‐based weight estimation of livestock: a systematic literature review. New Zealand Journal of Agricultural Research. 65(2-3). 227–247. 37 indexed citations

16.

Kassahun, Ayalew, et al.. (2020). Crop yield prediction using machine learning: A systematic literature review. Computers and Electronics in Agriculture. 177. 105709–105709. 991 indexed citations breakdown →

17.

Anwar, Zeeshan, Ali Ahsan, & Cagatay Catal. (2015). Neuro-Fuzzy Modeling for Multi-Objective Test Suite Optimization. Journal of Intelligent Systems. 25(2). 123–146. 6 indexed citations

18.

Catal, Cagatay. (2013). A Comparison of Semi-Supervised Classification Approaches for Software Defect Prediction. SHILAP Revista de lepidopterología. 23(1). 75–82. 26 indexed citations

19.

Catal, Cagatay & Banu Di̇ri̇. (2013). Strategija otkrivanja pogrešaka za projekte softvera. Tehnicki vjesnik - Technical Gazette. 20(1). 1–7.

20.

Catal, Cagatay & Mehmet S. Aktaş. (2011). A Composite Project Effort Estimation Approach in an Enterprise Software Development Project.. Software Engineering and Knowledge Engineering. 331–334. 3 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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