The impact of feature reduction techniques on defect prediction models
Author:
Publisher
Springer Science and Business Media LLC
Subject
Software
Link
http://link.springer.com/content/pdf/10.1007/s10664-018-9679-5.pdf
Reference80 articles.
1. Abaei G, Rezaei Z, Selamat A (2013) Fault prediction by utilizing self-organizing map and threshold. In: Proceedings of the international conference on control system, computing and engineering (ICCSCE), IEEE, pp 465–470
2. Arora I, Tetarwal V, Saha A (2015) Open issues in software defect prediction. Procedia Comput Sci 46:906–912
3. Basili VR, Briand LC, Melo WL (1996) A validation of object-oriented design metrics as quality indicators. IEEE Trans Softw Eng (TSE) 22(10):751–761
4. Bellman R (1957) Dynamic Programming. Princeton University Press, Princeton
5. Bingham E, Mannila H (2001) Random projection in dimensionality reduction: applications to image and text data. In: Proceedings of the 7th international conference on knowledge discovery and data mining, ACM, pp 245–250
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