J. E. Araujo, S. Souza, and M. Valente, Study on the relevance of the warnings reported by Java bug-finding tools, IET Software, vol.5, issue.4, pp.366-374, 2011.
DOI : 10.1049/iet-sen.2009.0083

R. Victor, L. C. Basili, W. L. Briand, and . Melo, A validation of object-oriented design metrics as quality indicators, IEEE Transactions on Software Engineering, vol.22, issue.10, pp.751-761, 1996.

L. C. Briand, J. Wüst, S. V. Ikonomovski, and H. Lounis, Investigating quality factors in object-oriented designs, Proceedings of the 21st international conference on Software engineering, ICSE '99, pp.345-354, 1999.
DOI : 10.1145/302405.302654

G. Canfora, M. Ceccarelli, M. D. Penta, and L. Cerulo, Using multivariate time series and association rules to detect logical change coupling: An empirical study, 2010 IEEE International Conference on Software Maintenance
DOI : 10.1109/ICSM.2010.5609732

R. Shyam, C. F. Chidamber, and . Kemerer, A metrics suite for object oriented design, IEEE Transactions on Software Engineering, vol.20, issue.6, pp.476-493, 1994.

C. Couto, J. E. Araujo, C. Silva, and M. Valente, Static correspondence and correlation between field defects and warnings reported by a bug finding tool, Software Quality Journal, vol.29, issue.4
DOI : 10.1007/s11219-011-9172-5

C. Couto, C. Silva, M. T. Valente, R. Bigonha, and N. Anquetil, Uncovering Causal Relationships between Software Metrics and Bugs, 2012 16th European Conference on Software Maintenance and Reengineering, pp.223-232, 2012.
DOI : 10.1109/CSMR.2012.31
URL : https://hal.archives-ouvertes.fr/hal-00668151

D. Marco, A. Ambros, M. Bacchelli, and . Lanza, On the impact of design flaws on software defects, 10th International Conference on Quality Software (QSIC), pp.23-31, 2010.

D. Marco, M. Ambros, R. Lanza, and . Robbes, An extensive comparison of bug prediction approaches, 7th Working Conference on Mining Software Repositories (MSR), pp.31-41, 2010.

D. Marco, M. Ambros, R. Lanza, and . Robbes, Evaluating defect prediction approaches: a benchmark and an extensive comparison, Journal of Empirical Software Engineering, vol.17, issue.4-5, pp.531-577, 2012.

W. A. Fuller, Introduction to Statistical Time Series, 1994.
DOI : 10.1002/9780470316917

E. Giger, M. Marco-d-'ambros, H. C. Pinzger, and . Gall, Method-level bug prediction, Proceedings of the ACM-IEEE international symposium on Empirical software engineering and measurement, ESEM '12, pp.171-180, 2012.
DOI : 10.1145/2372251.2372285

C. Granger, Investigating Causal Relations by Econometric Models and Cross-Spectral Methods, Econometrica, vol.37, issue.3, pp.424-438, 1969.
DOI : 10.1017/CBO9780511753978.002

C. Granger, Some properties of time series data and their use in econometric model specification, Journal of Econometrics, vol.16, issue.1, pp.121-130, 1981.
DOI : 10.1016/0304-4076(81)90079-8

T. Gyimothy, R. Ferenc, and I. Siket, Empirical validation of object-oriented metrics on open source software for fault prediction, IEEE Transactions on Software Engineering, vol.31, issue.10, pp.31897-910, 2005.
DOI : 10.1109/TSE.2005.112

T. Hall, S. Beecham, D. Bowes, D. Gray, and S. Counsell, A Systematic Literature Review on Fault Prediction Performance in Software Engineering, IEEE Transactions on Software Engineering, vol.38, issue.6, pp.1276-1304, 2012.
DOI : 10.1109/TSE.2011.103

E. Ahmed and . Hassan, Predicting faults using the complexity of code changes, 31st International Conference on Software Engineering (ICSE), pp.78-88, 2009.

E. Ahmed, R. C. Hassan, and . Holt, The top ten list: Dynamic fault prediction, International Conference on Software Maintenance (ICSM), pp.263-272, 2005.

T. Holschuh, M. Pauser, K. Herzig, T. Zimmermann, R. Premraj et al., Predicting defects in SAP Java code: An experience report, 2009 31st International Conference on Software Engineering, Companion Volume, pp.172-181, 2009.
DOI : 10.1109/ICSE-COMPANION.2009.5070975

Y. Kamei, E. Shihab, B. Adams, A. E. Hassan, A. Mockus et al., A large-scale empirical study of just-in-time quality assurance, IEEE Transactions on Software Engineering, vol.39, issue.6, pp.1-1, 2013.
DOI : 10.1109/TSE.2012.70

M. Lanza, The evolution matrix, Proceedings of the 4th international workshop on Principles of software evolution , IWPSE '01, pp.37-42, 2001.
DOI : 10.1145/602461.602467

M. M. Lehman, Programs, life cycles, and laws of software evolution, Proceedings of the IEEE, pp.1060-1076, 1980.

D. Nitai, S. Mukhopadhyay, and . Chatterjee, Causality and pathway search in microarray time series experiment, Bioinformatics, vol.23, issue.4, pp.442-449, 2007.

N. Nagappan and T. Ball, Static analysis tools as early indicators of pre-release defect density, 27th International Conference on Software Engineering (ICSE), pp.580-586, 2005.

N. Nagappan, T. Ball, and A. Zeller, Mining metrics to predict component failures, Proceeding of the 28th international conference on Software engineering , ICSE '06, pp.452-461, 2006.
DOI : 10.1145/1134285.1134349

D. E. Perry, A. A. Porter, and L. G. Votta, A primer on empirical studies (tutorial), Proceedings of the 19th international conference on Software engineering , ICSE '97, pp.657-658, 1997.
DOI : 10.1145/253228.253796

A. I. Schein, A. Popescul, L. H. Ungar, and D. M. Pennock, Methods and metrics for cold-start recommendations, Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval , SIGIR '02, pp.253-260, 2002.
DOI : 10.1145/564376.564421

A. Schröter, T. Zimmermann, and A. Zeller, Predicting component failures at design time, Proceedings of the 2006 ACM/IEEE international symposium on International symposium on empirical software engineering , ISESE '06, pp.18-27, 2006.
DOI : 10.1145/1159733.1159739

J. Jacek´sliwerski, T. Zimmermann, and A. Zeller, When do changes induce fixes, 2nd Working Conference on Mining Software Repositories (MSR), pp.1-5, 2005.

I. Standard, IEEE Standard Glossary of Software Engineering Terminology, IEEE Std, vol.61012, 1990.

R. Subramanyam and M. S. Krishnan, Empirical analysis of CK metrics for object-oriented design complexity: implications for software defects, IEEE Transactions on Software Engineering, vol.29, issue.4, pp.297-310, 2003.
DOI : 10.1109/TSE.2003.1191795

T. Zimmermann, N. Nagappan, and A. Zeller, Predicting Bugs from History, pp.69-88, 2008.
DOI : 10.1007/978-3-540-76440-3_4

T. Zimmermann, R. Premraj, and A. Zeller, Predicting Defects for Eclipse, Third International Workshop on Predictor Models in Software Engineering (PROMISE'07: ICSE Workshops 2007), p.9, 2007.
DOI : 10.1109/PROMISE.2007.10