Aspect mining using an evolutionary approach

WSEAS Transactions on Computers

Volumn 6, Issue 2, 2007, Pages 298-305

  Şerban, Gabriela ^a   Moldovan, Grigoreta S ^a  

^a BABE BOLYAI UNIVERSITY   (Romania)

Author keywords

Aspect mining; Clustering; Genetic algorithms

Indexed keywords

COMPUTER PROGRAMMING; COMPUTER SOFTWARE; EVOLUTIONARY ALGORITHMS; GENETIC ALGORITHMS;

ASPECT MINING; CLUSTERING;

DATA MINING;

EID: 33751556799     PISSN: 11092750     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (15)

1. G. Serban and G.S. Moldovan, A new k-means based clustering algorithm in Aspect Mining, Proceedings of the 8th International Workshop on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC'06), Timisoara, Romania, 2006, to appear.
2. G. S. Moldovan and G. Serban, Aspect Mining using a Vector-Space Model Based Clustering Approach, Proceedings of Linking Aspect Technology and Evolution Workshop(LATE 2006), Bonn, Germany, 2006, to appear.
3. M. Mitchell, An Introduction to Genetic Algorithm, MIT Press, Cambridge, Mass., 1996.
4. D. Goldberg, Genetic algorithms in search, optimization and machine learning, Addison-Wesley, Boston, USA, 1989.
5. J. Han and M. Kamber, Data Mining: Concepts and Techniques, Morgan Kaufmann Publishers, 2001.
6. A. Jain and R. Dubes, Algorithms for Clustering Data, Englewood Cliffs, New Jersey: Prentice Hall, 1998.
7. A. Jain, M. N. Murty, and P. Flynn, Data clustering: A review, ACM Computing Surveys, vol. 31, no. 3, 1999, pp. 264-323.
8. G. Kiczales, J. Lamping, A. Menhdhekar, C. Maeda, C. Lopes, J.-M. Loingtier, and J. Irwin, Aspect-Oriented Programming, Proceedings European Conference on Object-Oriented Programming, Springer-Verlag, vol. 1241, 1997, pp. 220-242.
9. L. He and H. Bai, Aspect Mining using Clustering and Association Rule Method, International Journal of Computer Science and Network Security, vol. 6, no. 2A, 2006, pp. 247-251.
10. M. Marin, A. van, Deursen, and L. Moonen, Identifying Aspects Using Fan-in Analysis, Proceedings of the 11th Working Conference on Reverse Engineering (WCRE2004), IEEE Computer Society, 2004, pp. 132-141.
11. D. Shepherd and L. Pollock, Interfaces, Aspects, and Views, Proceedings of Linking Aspect Technology and Evolution Workshop (LATE 2005), 2005.
12. G. S. Moldovan and G. Serban, Quality Measures for Evaluating the Results of Clustering Based Aspect Mining Techniques, Proceedings of Towards Evaluation of Aspect Mining (TEAM) Workshop, ECOOP, 2006, pp. 13-16.
13. C. Laffra, Dijkstra's Shortest Path Algorithm, http:// carbon.cudenver.edu/hgreenbe/courses/dijkstra/DijkstraApplet.html.
14. JHotDraw Project, http://sourceforge.net/projects/jhotdraw.
15. J. Handl, J. Knowles, Multiobjective Clustering with Automatic Determination of the number of clusters, Technical report TR-COMPSYSBIO-2004-02 UMIST, Manchester, 2004.