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Browsing Articles by Author "Kabir, Md Alamgir"

Browsing Articles by Author "Kabir, Md Alamgir"

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  • Prevalence of Machine Learning Techniques in Software Defect Prediction 
    Sohan, Md Fahimuzzman; Kabir, Md Alamgir; Rahman, Mostafijur; Bhuiyan, Touhid; Jabiullah, Md Ismail (Scopus, 2020)
    Software Defect Prediction (SDP) is a popular research area which plays an important role for software quality. It works as an indicator of whether a software module is defect-free or defective. In this study, a review has ...
  • 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 ...
  • Training Data Selection Using Ensemble Dataset Approach for Software Defect Prediction 
    Sohan, Md Fahimuzzman; Kabir, Md Alamgir; Rahman, Mostafijur; Mahmud, S. M. Hasan; Bhuiyan, Touhid (Scopus, 2020)
    Cross-project defect prediction (CPDP) is using due to the limitation of within project defect prediction (WPDP) in Software Defect Prediction (SDP) research. CPDP aims to train one project data to predict another project ...

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