World's Best Scientists 2026 revealed!
Cagatay Catal

Cagatay Catal

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Computer Science
Qatar
2026

D-Index & Metrics

Computer Science

D-Index
47
Citations
10394
World Ranking
6425
National Ranking
8

Research.com Recognitions

  • 2026 - Research.com Computer Science in Qatar Leader Award

Overview

Cagatay Catal is a researcher affiliated with Wageningen University & Research in the Netherlands. Their work is primarily situated within the field of Computer Science, with a particular focus on Information Systems, Computer Networks and Communications, Artificial Intelligence, Industrial and Manufacturing Engineering, and Software.

Their research covers several key topics, including:

  • Software Engineering Research
  • Smart Agriculture and AI
  • Network Security and Intrusion Detection
  • Digital Transformation in Industry
  • Software System Performance and Reliability
  • Advanced Malware Detection Techniques
  • Software Reliability and Analysis Research

Cagatay Catal has contributed to multiple publication venues, frequently publishing in:

  • SSRN Electronic Journal
  • Sensors
  • Computers and Electronics in Agriculture
  • Neural Computing and Applications
  • Cluster Computing

Among their recent papers are:

  • Crop yield prediction using machine learning: A systematic literature review, 2020, Computers and Electronics in Agriculture
  • Predictive maintenance using digital twins: A systematic literature review, 2022, Information and Software Technology
  • Automation of systematic literature reviews: A systematic literature review, 2021, Information and Software Technology
  • Systematic reviews in sentiment analysis: a tertiary study, 2021, Artificial Intelligence Review
  • Machine learning applications in production lines: A systematic literature review, 2020, Computers & Industrial Engineering

The researcher collaborates frequently with several co-authors, including:

  • Bedir Tekinergan (59 publications)
  • Raymon van Dinter (14 publications)
  • Fatma Patlar Akbulut (12 publications)
  • Akhan Akbulut (9 publications)
  • Alper Özcan (8 publications)

Best Publications

  • Crop yield prediction using machine learning: A systematic literature review

    Thomas van Klompenburg;Ayalew Kassahun;Cagatay Catal

  • A systematic review of software fault prediction studies

    Cagatay Catal;Banu Diri

  • Analysis of transfer learning for deep neural network based plant classification models

    Aydin Kaya;Ali Seydi Keceli;Cagatay Catal;Hamdi Yalin Yalic

  • Review: Software fault prediction: A literature review and current trends

    Cagatay Catal

  • Investigating the effect of dataset size, metrics sets, and feature selection techniques on software fault prediction problem

    Cagatay Catal;Banu Diri

  • Automation of systematic literature reviews: A systematic literature review

    Raymon van Dinter;Bedir Tekinerdogan;Cagatay Catal

  • Systematic reviews in sentiment analysis: a tertiary study

    Alexander Ligthart;Cagatay Catal;Bedir Tekinerdogan

  • On the use of ensemble of classifiers for accelerometer-based activity recognition

    Cagatay Catal;Selin Tufekci;Elif Pirmit;Guner Kocabag

  • A sentiment classification model based on multiple classifiers

    Cagatay Catal;Mehmet Nangir

  • Test case prioritization: a systematic mapping study

    Cagatay Catal;Deepti Mishra

  • Closing the Gap Between Software Engineering Education and Industrial Needs

    Vahid Garousi;Gorkem Giray;Eray Tuzun;Cagatay Catal

  • Machine learning applications in production lines: A systematic literature review

    Ziqiu Kang;Cagatay Catal;Bedir Tekinerdogan

  • Precision nutrition: A systematic literature review.

    Daniel Kirk;Cagatay Catal;Bedir Tekinerdogan

  • Hybrid Blockchain Platforms for the Internet of Things (IoT): A Systematic Literature Review

    Unknown

  • Applications of deep learning for phishing detection: a systematic literature review

    Unknown

  • Practical development of an Eclipse-based software fault prediction tool using Naive Bayes algorithm

    Cagatay Catal;Ugur Sevim;Banu Diri

  • Design of a reference architecture for developing smart warehouses in industry 4.0

    Maarten van Geest;Bedir Tekinerdogan;Cagatay Catal

  • A hybrid DNN-LSTM model for detecting phishing URLs.

    Alper Ozcan;Alper Ozcan;Cagatay Catal;Emrah Donmez;Behcet Senturk

  • Clustering and Metrics Thresholds Based Software Fault Prediction of Unlabeled Program Modules

    Cagatay Catal;Ugur Sevim;Banu Diri

  • Remaining Useful Life (RUL) Prediction of Equipment in Production Lines Using Artificial Neural Networks

    Ziqiu Kang;Cagatay Catal;Bedir Tekinerdogan

  • Aligning software engineering education with industrial needs: A meta-analysis

    Vahid Garousi;Görkem Giray;Eray Tüzün;Cagatay Catal

  • Empirical analysis of change metrics for software fault prediction

    Garvit Rajesh Choudhary;Sandeep Kumar;Kuldeep Kumar;Alok Mishra

  • Performance Evaluation Metrics for Software Fault Prediction Studies

    Cagatay Catal

Frequent Co-Authors

Bedir Tekinerdogan
Bedir Tekinerdogan Wageningen University & Research
Michael Felderer
Michael Felderer University of Cologne
Kemal Polat
Kemal Polat Abant Izzet Baysal University
Ali Bou Nassif
Ali Bou Nassif University of Sharjah
Min Song
Min Song Yonsei University

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