Empirical Analysis of Data Sampling-Based Ensemble Methods in Software Defect Prediction-Reference-Cited by-同舟云学术

Empirical Analysis of Data Sampling-Based Ensemble Methods in Software Defect Prediction

Published:2022 Issue: Volume: Page:363-379
ISSN:0302-9743
Container-title:Computational Science and Its Applications – ICCSA 2022 Workshops
language:
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Author:

Balogun Abdullateef O.,Odejide Babajide J.,Bajeh Amos O.,Alanamu Zubair O.,Usman-Hamza Fatima E.,Adeleke Hammid O.,Mabayoje Modinat A.,Yusuff Shakirat R.

Publisher

Springer International Publishing

Link

https://link.springer.com/content/pdf/10.1007/978-3-031-10548-7_27

Reference45 articles.

1. Song, Q., Guo, Y., Shepperd, M.: A comprehensive investigation of the role of imbalanced learning for software defect prediction. IIEEE Trans. Software Eng. 45, 1253–1269 (2019)

2. Laradji, I.H., Alshayeb, M., Ghouti, L.: Software defect prediction using ensemble learning on selected features. Inf. Softw. Technol. 58, 388–402 (2015)

3. El-Sharkawy, S., Yamagishi-Eichler, N., Schmid, K.: Metrics for analyzing variability and its implementation in software product lines: a systematic literature review. Inf. Softw. Technol. 106, 1–30 (2019)

4. Shepperd, M., Song, Q., Sun, Z., Mair, C.: Data quality: some comments on the NASA software defect datasets. IIEEE Trans. Softw. Eng. 39, 1208–1215 (2013)

5. Tiwari, S., Rathore, S.S.: Coupling and cohesion metrics for object-oriented software: a systematic mapping study. In: Proceedings of the 11th Innovations in Software Engineering Conference, pp. 1–11 (2018)

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