Crop Yield Prediction using Machine Learning: A Systematic Literature Review CC Thomas van Klompenburg, Ayalew Kassahun Computers and Electronics in Agriculture 177, 2020 | 1030 | 2020 |
A systematic review of software fault prediction studies C Catal, B Diri Expert systems with applications 36 (4), 7346-7354, 2009 | 732 | 2009 |
Investigating the effect of dataset size, metrics sets, and feature selection techniques on software fault prediction problem C Catal, B Diri Information Sciences 179 (8), 1040-1058, 2009 | 435 | 2009 |
Software fault prediction: A literature review and current trends C Catal Expert systems with applications 38 (4), 4626-4636, 2011 | 430 | 2011 |
Analysis of transfer learning for deep neural network based plant classification models A Kaya, AS Keceli, C Catal, HY Yalic, H Temucin, B Tekinerdogan Computers and electronics in agriculture 158, 20-29, 2019 | 428 | 2019 |
On the use of ensemble of classifiers for accelerometer-based activity recognition C Catal, S Tufekci, E Pirmit, G Kocabag Applied Soft Computing 37, 1018-1022, 2015 | 298 | 2015 |
A sentiment classification model based on multiple classifiers C Catal, M Nangir Applied Soft Computing 50, 135-141, 2017 | 276 | 2017 |
Systematic reviews in sentiment analysis: a tertiary study A Ligthart, C Catal, B Tekinerdogan Artificial Intelligence Review, 1-57, 2021 | 229 | 2021 |
Test case prioritization: a systematic mapping study C Catal, D Mishra Software Quality Journal 21, 445-478, 2013 | 227 | 2013 |
Automation of systematic literature reviews: A systematic literature review R Van Dinter, B Tekinerdogan, C Catal Information and Software Technology 136, 106589, 2021 | 211 | 2021 |
Machine learning applications in production lines: A systematic literature review Z Kang, C Catal, B Tekinerdogan Computers & Industrial Engineering 149, 106773, 2020 | 207 | 2020 |
Closing the Gap Between Software Engineering Education and Industrial Needs MF Vahid Garousi, Gorkem Giray, Eray Tuzun, Cagatay Catal IEEE Software 37 (2), 68-77, 2020 | 174* | 2020 |
Predictive maintenance using digital twins: A systematic literature review R van Dinter, B Tekinerdogan, C Catal Information and Software Technology 151, 107008, 2022 | 170 | 2022 |
Design of a reference architecture for developing smart warehouses in industry 4.0 M Van Geest, B Tekinerdogan, C Catal Computers in industry 124, 103343, 2021 | 141 | 2021 |
Practical development of an Eclipse-based software fault prediction tool using Naive Bayes algorithm C Catal, U Sevim, B Diri Expert Systems with Applications 38 (3), 2347-2353, 2011 | 140 | 2011 |
Clustering and metrics thresholds based software fault prediction of unlabeled program modules C Catal, U Sevim, B Diri 2009 Sixth international conference on information technology: new …, 2009 | 126 | 2009 |
Precision nutrition: A systematic literature review D Kirk, C Catal, B Tekinerdogan Computers in Biology and Medicine 133, 104365, 2021 | 112 | 2021 |
Performance evaluation metrics for software fault prediction studies C Catal Acta Polytechnica Hungarica 9 (4), 193-206, 2012 | 112 | 2012 |
Empirical analysis of change metrics for software fault prediction GR Choudhary, S Kumar, K Kumar, A Mishra, C Catal Computers & Electrical Engineering 67, 15-24, 2018 | 106 | 2018 |
On the effectiveness of virtual reality in the education of software engineering A Akbulut, C Catal, B Yıldız Computer Applications in Engineering Education 26 (4), 918-927, 2018 | 93 | 2018 |