Concepedia
Statistics
Publications
90
Citations
8K
H-Index
43
Active since
2007
Affiliations
Qatar University(Current)
Wageningen University & Research
Istanbul Kültür University
Bahçeşehir University
Scientific and Technological Research Council of Turkey
Cagatay Catal is an author at Qatar University specializing in engineering, data science, and computer science.
Top concepts
EngineeringData ScienceComputer ScienceMachine LearningSoftware EngineeringPredictive AnalyticsSoftware DesignSystems EngineeringSoftware TestingData Mining
Publications per year
2007–2024
Crop yield prediction using machine learning: A systematic literature review
Thomas van Klompenburg, Ayalew Kassahun, Cagatay Catal · Computers and Electronics in Agriculture · 2020 · 1.6K citations · Full text
Analysis of transfer learning for deep neural network based plant classification models
Ali Seydi Keçeli, Cagatay Catal, Hüseyin Temuçin et al. · Computers and Electronics in Agriculture · 2019 · 431 citations
Convolutional Neural Network, Image Classification, Engineering +7
Predictive maintenance using digital twins: A systematic literature review
Raymon van Dinter, Bedir Teki̇nerdoğan, Cagatay Catal · Information and Software Technology · 2022 · 404 citations · Full text
Software Maintenance, Engineering, Life Prediction +19
Automation of systematic literature reviews: A systematic literature review
Raymon van Dinter, Bedir Teki̇nerdoğan, Cagatay Catal · Information and Software Technology · 2021 · 376 citations · Full text
Systematic Literature Review, Systematic Literature Study, Systematic Reviews +3
Investigating the effect of dataset size, metrics sets, and feature selection techniques on software fault prediction problem
Cagatay Catal, Banu Di̇ri̇ · Information Sciences · 2008 · 342 citations
Software Maintenance, Engineering, Fault Forecasting +17
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