Browsing Articles by Subject "Software quality"

Now showing items 1-3 of 3

Assessing the Effect of Imbalanced Learning on Cross-project Software Defect Prediction

Sohan, Md Fahimuzzman; Jabiullah, Md Ismail; Rahman, Sheikh Shah Mohammad Motiur; Mahmud, S M Hasan (10th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2019, IEEE, 2019-07-08)

Software Defect Prediction (SDP) identifies the defect-prone modules from software source code, which helps to serve good quality software. Mostly previous cross-project SDP models were built based on single project data, ...
Performance Analysis of Machine Learning Approaches In Software Complexity Prediction

Reza, Sayed Moshin; Rahman, Md. Mahfujur; Parvez, Hasnat; Badreddin, Omar; Mamun, Shamim Al (Scopus, 2021)

Software design is one of the core concepts in software engineering. This covers insights and intuitions of software evolution, reliability, and maintainability. Effective software design facilitates software reliability ...
Revisiting the Class Imbalance Issue in Software Defect Prediction

Sohan, Md. Fahimuzzman; Kabir, Md Alamgir; Jabiullah, Md. Ismail; Rahman, Sheikh Shah Mohammad Motiur (2nd International Conference on Electrical, Computer and Communication Engineering, ECCE 2019, IEEE, 2019-04-04)

Software defect prediction is related to the testing area of software industry. Several methods have been developed for the prediction of bugs in software source codes. The objective of this study is to find the inconsistency ...

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