Design pattern mining enhanced by machine learning

IEEE International Conference on Software Maintenance, ICSM

Volumn 2005, Issue , 2005, Pages 295-304

  Ferenc, Rudolf ^a   Beszédes, Árpád ^a   Fülöp, Lajos ^a   Lele, János ^a  

^a UNIVERSITY OF SZEGED   (Hungary)

Author keywords

C++; Columbus; Design Patterns; Machine Learning; StarOffice

Indexed keywords

C++; COLUMBUS; DESIGN PATTERNS; STAROFFICE;

COMPUTER PROGRAMMING LANGUAGES; COMPUTER SOFTWARE; DATA MINING; LEARNING SYSTEMS; STRATEGIC PLANNING;

PATTERN RECOGNITION;

EID: 33646906237     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSM.2005.40     Document Type: Conference Paper

References (24)

1. H. Albin-Amiot, P. Cointe, Y.-G. Guéhéneuc, and N. Jussien. Instantiating and Detecting Design Patterns: Putting Bits and Pieces Together. In 16th International Conference on Automated Software Engineering (ASE'01), pages 166-173. IEEE Computer Society, 2001.
2. G. Antoniol, R. Fiutem, and L. Cristoforetti. Using Metrics to Identify Design Patterns in Object-Oriented Software. In Proceedings of the Fifth International Symposium on Software Metrics (METRICS98), pages 23-34. IEEE Computer Society, Nov. 1998.
3. A. Asencio, S. Cardman, D. Harris, and E. Laderman. Relating Expectations to Automatically Recovered Design Patterns. In Proceedings of the Ninth Working Conference on Reverse Engineering (WCRE'02), pages 87-96. IEEE Computer Society, 2002.
4. Z. Balanyi and R. Ferenc. Mining Design Patterns from C++ Source Code. In Proceedings of the 19th International Conference on Software Maintenance (ICSM 2003), pages 305-314. IEEE Computer Society, Sept. 2003.
5. J. M. Bieman, D. Jain, and H. J. Yang. Design Patterns, Design Structure, and Program Changes: An Industrial Case Study. In Proceedings International Conference on Software Maintance (ICSM 2001), pages 580-589. IEEE Computer Society, 2001.
6. C. M. Bishop. Neural Networks for Pattern Recognition. Clarendon Press, Oxford., 1995.
7. M. Campo, C. Marcos, and A. Ortigosa. Framework comprehension and design patterns: A reverse engineering approach. In In Proceedings of the 9th International Conference on Software Engineering and Knowledge Engineering, June 1997.
8. R. Ferenc and Á. Beszédes. Data Exchange with the Columbus Schema for C++. In Proceedings of the 6th European Conference on Software Maintenance and Reengineering (CSMR 2002), pages 59-66. IEEE Computer Society, Mar. 2002.
9. R. Ferenc, Á. Beszédes, M. Tarkiainen, and T. Gyimóthy. Columbus - Reverse Engineering Tool and Schema for C++. In Proceedings of the 18th International Conference on Software Maintenance (ICSM 2002), pages 172-181. IEEE Computer Society, Oct. 2002.
10. R. Ferenc, J. Gustafsson, L. Müller, and J. Paakki. Recognizing Design Patterns in C++ programs with the integration of Columbus and Maisa. Acta Cybernetica, 15:669-682, 2002.
11. E. Gamma, R. Helm, R. Johnson, and J. Vlissides. Design Patterns: Elements of Reusable Object-Oriented Software. Addison-Wesley Pub Co, 1995.
12. Y.-G. Guéhéneuc, H. Sahraoui, and F. Zaidi. Finger-printing Design Patterns. In Proceedings of the 11th Working Conference on Reverse Engineering (WCRE 2004), pages 172-181. IEEE Computer Society, 2004.
13. The Imagix Homepage. http://www.imagix.com.
14. R. K. Keller, R. Schauer, S. Robitaille, and P. Pagé. Pattern-Based Reverse-Engineering of Design Components. In The 21st International Conference on Software Engineering (ICSE'99), pages 226-235. IEEE Computer Society, 1999.
15. J. Niere, M. Meyer, and L. Wendehals. User-driven adaption in rule-based pattern recognition. Technical Report tr-ri-04-249, University of Paderborn, Paderborn, Germany, June 2004.
16. J. Paakki, A. Karhinen, J. Gustafsson, L. Nenonen, and A. Verkamo. Software metrics by architectural pattern mining. In Proceedings of the International Conference on Software: Theory and Practice (16th IFIP World Computer Congress), pages 325-332, 2000.
17. J. Quinlan. C4.5: Programs for Machine Learning. Morgan Kaufmann, 1993.
18. F. Shull, W. L. Melo, and V. R. Basili. An Inductive Method for Discovering Desing Patterns from Object-Oriented Software Systems. Technical report, 1996.
19. M. Siff and T. Reps. Identifying modules via concept analysis. In The International Conference on Software Maintance (ICSM'97), pages 170-179. IEEE Computer Society, Oct. 1997.
20. The StarOffice Homepage. http://www.sun.com/software/star.
21. P. Tonella and G. Antoniol. Object oriented design pattern inference. In Proceedings of the International Conference on Software Maintenance (ICSM '99), pages 230-238, Washington, DC, USA, 1999. IEEE Computer Society.
22. L. Wendehals. Improving design pattern instance recognition by dynamic analysis. In Proceedings of the ICSE 2003 Workshop on Dynamic Analysis (WODA), Portland, USA, May 2003.
23. L. Wendehals. Specifying patterns for dynamic pattern instance recognition with uml 2.0 sequence diagrams. In Proceedings of the 6th Workshop Software Reengineering (WSR2004), pages 63-64, May 2004.
24. P. Wendorff. Assessment of Design Patterns during Software Reengineering: Lessons Learned from a Large Commercial Project. In Fifth European Conference on Software Maintenance and Reengineering, pages 77-84. IEEE Computer Society, 2001.