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Browsing DIU Faculty Publication by Subject "Software defect prediction"

Browsing DIU Faculty Publication by Subject "Software defect prediction"

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  • 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, ...
  • Machine Learning Approach for Software Defect Prediction 
    Hossen, Md Anwar; Islam, Md. Shariful; Yusof, Nurhafizah Abu Talip; Rahman, Md. Sakib; Siddika, Fatema; Rahman, Mostafijur; Khatun, Sabira; Karim, Mohamad Shaiful Abdul; Mahmud, S. M. Hasan (Lecture Notes in Electrical Engineering, Springer, 2020-03-24)
    The software has turn into an imperious part of human’s life. In the recent computing era, many large-scale complex network systems and millions of modern technological devices produce a huge amount of data every second. ...
  • 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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