Concepedia

Cagatay Catal

CC

90

Publications

8K

Citations

43

H-Index

2007

Active since

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

90

Publications

90

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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