Spam filter based approach for finding fault-prone software modules

Proceedings - ICSE 2007 Workshops: Fourth International Workshop on Mining Software Repositories, MSR 2007

Volumn , Issue , 2007, Pages

  Mizuno, Osamu ^a   Ikami, Shiro ^a   Nakaichi, Shuya ^a   Kikuno, Tohru ^a  

^a OSAKA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CODES (SYMBOLS); DATA MINING; ELECTRONIC MAIL; FAULT DETECTION; TEXT PROCESSING;

SOFTWARE MODULES; SOURCE CODE REPOSITORIES; SPAM FILTERS; TEXT FILES;

COMPUTER AIDED SOFTWARE ENGINEERING;

EID: 34548746389     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MSR.2007.29     Document Type: Conference Paper

References (11)

1. ArgoUML Project, http://argouml.tigris.org/.
2. V R. Basili, L. C. Briand, and W L. Melo. A validation of object oriented metrics as quality indicators. IEEE Trans. on Software Engineering, 22(10):751-761, 1996.
3. S. Chhabra, W. S. Yerazunis, and C. Siefkes. Spam filtering using a markov random field model with variable weighting schemas. In Proc. 4th IEEE International Conference on Data Mining (ICDM 2004), pages 347-350, 2004.
4. CRM114 - the Controllable Regex Mutilator. http://crm114. sourceforge.net/.
5. S. Diehl, H. Gall, and A. E. Hassan, editors. Proc. 2006 International Workshop on Mining Software Repositories, MSR 2006. ACM, 2006.
6. Eclipse Project, http://www.eclipse.org/.
7. N. E. Fenton and M. Neil. A critique of software defect prediction models. IEEE Trans. on Software Engineering, 25(5):675-689, 1999.
8. T. M. Khoshgoftaar and N. Seliya. Comparative assessment of software quality classification techniques: An empirical study. Empirical Software Engineering, 9:229-257, 2004.
9. M. Kubat and S. Matwin. Addressing the curse of imbalanced training sets: One-sided selection. In Proc. 14th Intl Conf. on Machine Learning, pages 179-186, 1997.
10. J. C. Munson and T. M. Khoshgoftaar. The detection of fault-prone programs. IEEE Trans. on Software Engineering, 18(5):423-433, 1992.
11. J. Sliwerski, T. Zimmermann, and A. Zeller. When do changes induce fixes? (on fridays.). In Proc. 2005 International Workshop on Mining Software Repository, pages 24-28, 2005.