Ensemble classifier system based on ant colony algorithm and its application in chemical pattern classification

Chemometrics and Intelligent Laboratory Systems

Volumn 80, Issue 1, 2006, Pages 39-49

  He, Yijun ^a   Chen, Dezhao ^a   Zhao, Weixiang ^b  

^a ZHEJIANG UNIVERSITY   (China)

^b CLARKSON UNIVERSITY   (United States)

Author keywords

Ant colony algorithm; Ensemble classifier system; Group recruitment; Mass recruitment; Rule extraction

Indexed keywords

OLIVE OIL;

ACCURACY; ALGORITHM; ANT; ARTICLE; CHEMICAL ANALYSIS; CLASSIFICATION; EXTRACTION; LEARNING; MACHINE; ORGANISM COLONY; PRIORITY JOURNAL; UNITED STATES;

EID: 30144442694     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2005.06.003     Document Type: Article

References (31)

1. R.E. Shaffer, and G.W. Small Chemom. Intell. Lab. Syst. 35 1996 87 104
2. R.E. Shaffer, and G.W. Small Chemom. Intell. Lab. Syst. 32 1996 95 109
3. R.K. Delisle, and S.L. Dixon J. Chem. Inf. Comput. Sci. 44 2004 862 870
4. P. He, C.J. Xu, Y.Z. Liang, and K.T. Fang Chemom. Intell. Lab. Syst. 70 2004 39 46
5. Y.H. Qi, and L. Xu Chemom. Intell. Lab. Syst. 45 1999 287 293
6. W. Wu, and D.L. Massart Chemom. Intell. Lab. Syst. 35 1996 127 135
7. J.W. Han, and M. Kamber Data Mining: Concepts and Techniques 2000 Morgan Kaufmann Publishers
8. B. Walczak, and D.L. Massart Chemom. Intell. Lab. Syst. 47 1999 1 16
9. A.A. Freitas A survey of evolutionary algorithms for data mining and knowledge discovery A. Ghosh S. Tsutsui Advances in Evolutionary Computation: Theory and Applications 2001 Springer-Verlag 819 845
10. R.S. Parpinelli, H.S. Lopes, and A.A. Freitas An ant colony algorithm for classification rule discovery H. Abbas R. Sarker C. Newton Data Mining: A Heuristic Approach 2002 Idea Group Publishing London, UK 191 208
11. P.S. Shelokar, V.K. Jayaraman, and B.D. Kulkarni Comput. Chem. Eng. 28 2004 1577 1584
12. J. Casillas, O. Cordón, and F. Herrera Proc. of 2nd Int. Workshop on Ant Algorithms 2000 13 21
13. J. Dougherty, R. Kohavi, and M. Sahami Proc of 12th Int. Conf. over Mach. Learn 1995 Morgan Kaufmann 194 202
14. L. Huan, F. Hussain, L.T. Chew, and D. Manoranjan Data Min. Knowl. Discov. 6 2002 393 423
15. G.D. Thomas Lect. Notes Comput. Sci. 1857 2000 1 15
16. A. Colorni, M. Dorigo, and V. Maniezzo Proc. of 1st Eur. Conf. Artif. Life 1991 134 142
17. M.L. Gambardella, and M. Dorigo Proc. of 12th Mach. Learn. Conf. 1995 Morgan Kaufmann 252 260
18. V.T. Kindt, N. Monmarché, F. Tercinet, and D. Laügt Eur. J. Oper. Res. 142 2002 250 257
19. I.K. Yu, and Y.H. Song Int. J. Elec. Power 23 2001 471 479
20. G. Bilchev, and I.C. Parmee Lect. Notes Comput. Sci. 993 1995 25 39
21. J. Dréo, and P. Siarry Lect. Notes Comput. Sci. 2463 2002 216 221
22. E. Bonabeau, G. Theraulaz, and J.L. Deneubourg J. Theor. Biol. 195 1998 157 166
23. R. Beckers, S. Goss, J.L. Deneubourg, and J.M. Pasteels Psyche 96 1989 239 256
24. C.C.A Carlos Comput. Methods Appl. Math. 191 2002 1245 1287
25. D. Optiz, and R. Maclin J. Artif. Intell. Res. 11 1999 169 198
26. L. Breiman Mach. Learn. 24 1996 123 140
27. Y. Freund, and R. Schapire Proc. of the 13th Int.Conf. over Mach. Learn 1996 Morgan Kaufmann San Francisco 148 156
28. W. Kwedlo, and M. Kretowski Proc. of the 3rd Eur. Conf. of PKDD 1999 392 397
29. J.R. Quinlan J. Artif. Intell. Res. 4 1996 77 90
30. P.K. Hopke, and D.L. Massart Chemom. Intell. Lab. Syst. 19 1993 35 41
31. Z.H Shu, D.Z. Chen, and Y.Q. Chen Chin. J. Anal. Chem. 32 2004 879 883