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Raed Shatnawi

Observed names: R. Shatnawi, R.A. Shatnawi, Raed A Shatnawi, Raed A. Shatnawi, Raed Shatnawi Shatnawi, Rani Shatnawi, Shatnawi, Raed
ORCID: 0000-0001-7777-1370
Observed ORCID: 0000-0001-7777-1370
OpenAlex ID: A5028193902
An empirical study of the bad smells and class error probability in the post-release object-oriented system evolution
2006 · Wei Li, Raed Shatnawi · Journal of Systems and Software · 239
The effectiveness of software metrics in identifying error-prone classes in post-release software evolution process
2008 · Raed Shatnawi, Wei Li · Journal of Systems and Software · 183
A Quantitative Investigation of the Acceptable Risk Levels of Object-Oriented Metrics in Open-Source Systems
2010 · R. Shatnawi · IEEE Transactions on Software Engineering · 133
Finding software metrics threshold values using ROC curves
2009 · Raed Shatnawi, Wei Li, et al. · Journal of Software Maintenance and Evolution Research and Practice · 102
Improving software fault-prediction for imbalanced data
2012 · Raed Shatnawi · International Conference on Innovations in Information Technology · 55
An Empirical Assessment of Refactoring Impact on Software Quality Using a Hierarchical Quality Model
2014 · Raed Shatnawi, Wei Li · 45
Classification of application reviews into software maintenance tasks using data mining techniques
2020 · Assem Al-Hawari, Hassan Najadat, et al. · Software Quality Journal · 38
The application of ROC analysis in threshold identification, data imbalance and metrics selection for software fault prediction
2017 · Raed Shatnawi · Innovations in Systems and Software Engineering · 38
Deriving metrics thresholds using log transformation
2015 · Raed Shatnawi · Journal of Software Evolution and Process · 34
An Investigation of Bad Smells in Object-Oriented Design
2006 · R. Shatnawi, Wei Li · International Conference on Information Technology: New Generations · 29
Building A Smart Academic Advising System Using Association Rule Mining
2014 · Shatnawi, Raed, Althebyan, Qutaibah, et al. · arXiv (Cornell University) · 21
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An Empirical Study of the Effect of Power Law Distribution on the Interpretation of OO Metrics
2013 · Raed Shatnawi, Qutaibah Althebyan · ISRN Software Engineering · 19
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Techniques for Calculating Software Product Metrics Threshold Values: A Systematic Mapping Study
2021 · Alok Mishra, Raed Shatnawi, et al. · Applied Sciences · 16
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Empirical study of fault prediction for open‐source systems using the Chidamber and Kemerer metrics
2013 · Raed Shatnawi · IET Software · 11
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Malware classification approaches utilizing binary and text encoding of permissions
2023 · Mo’ath Zyout, Raed Shatnawi, et al. · International Journal of Information Security · 9
A Student Advising System Using Association Rule Mining
2021 · Raed Shatnawi, Qutaibah Althebyan, et al. · International Journal of Web-Based Learning and Teaching Technologies · 9
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Predicting Error Probability in the Eclipse Project.
2006 · Raed Shatnawi, Wei Li, et al. · Software Engineering Research and Practice · 7
Predicting Bug Severity Using Machine Learning and Ensemble Learning Techniques
2023 · Sujood K. Hamouri, Raed A. Shatnawi, et al. · International Conference on Information and Communication Systems (ICICS) · 6
Comparison of threshold identification techniques for object-oriented software metrics
2020 · Raed Shatnawi · IET Software · 6
Generating a Language-Independent Graphical User Interfaces from UML Models
2016 · Amany Shatnawi, Raed Shatnawi · The International Arab Journal of Information Technology · 6
Software fault prediction using machine learning techniques with metric thresholds
2021 · Raed Shatnawi · International Journal of Knowledge-based and Intelligent Engineering Systems · 5
Synergies and conflicts among software quality attributes and bug fixes
2017 · Raed Shatnawi · International Journal of Information Systems and Change Management · 5
A guided oversampling technique to improve the prediction of software fault-proneness for imbalanced data
2012 · Raed Shatnawi, Ziad Al Sharif · International Journal of Knowledge Engineering and Data Mining · 4
Deriving change-prone thresholds from software evolution using ROC curves
2024 · Raed Shatnawi · The Journal of Supercomputing · 3
An Empirical Investigation of Predicting Fault Count, Fix Cost and Effort Using Software Metrics
2016 · Raed Shatnawi, Wei Li · International Journal of Advanced Computer Science and Applications · 3
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Works count: 46
Citation count: 1,045
H-index: 13
I10-index: 14
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