A novel approach for software defect prediction using CNN and GRU based on SMOTE Tomek method

NAA Khleel, K Nehéz - Journal of Intelligent Information Systems, 2023 - Springer
Software defect prediction (SDP) plays a vital role in enhancing the quality of software
projects and reducing maintenance-based risks through the ability to detect defective …

Software defect prediction using a bidirectional LSTM network combined with oversampling techniques

NAA Khleel, K Nehéz - Cluster Computing, 2024 - Springer
Software defects are a critical issue in software development that can lead to system failures
and cause significant financial losses. Predicting software defects is a vital aspect of …

[PDF][PDF] FACULTY OF MECHANICAL ENGINEERING AND INFORMATICS

NAA Khleel, J SZIGETI, K Nehéz - The Public, 2023 - geik.uni-miskolc.hu
The author hereby declares that this dissertation has not been submitted, either in the same
or in a different form, to this or to any other university for obtaining a PhD degree. The author …