Experiments on linear combiners

Advances in Soft Computing

Volumn 47, Issue , 2008, Pages 445-452

  Wozniak, Michal ^a  

^a WROCLAW UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 58149183998     PISSN: 16153871     EISSN: 18600794     Source Type: Book Series    
DOI: 10.1007/978-3-540-68168-7_49     Document Type: Article

References (18)

1. Biggio, B., et al.: Bayesian Analysis of Linear Combiners. In: Haindl, M., Kittler, J., Roli, F. (eds.) MCS 2007. LNCS, vol. 4472, pp. 292-301. Springer, Heidelberg (2007)
2. Chow, C.K.: Statistical independence and threshold functions. IEEE Trans. on Electronic Computers EC(16), 66-68 (1965)
3. Devijver, P.A., Kittler, J.: Pattern Recognition: A Statistical Approach. Prentice Hall, London (1982)
4. Duda, R.O., et al.: Pattern Classification. John Wiley, Chichester (2001)
5. Duin, R.P.W., et al.: PRTools4, A Matlab Toolbox for Pattern Recognition, Delft University of Technology (2004)
6. Fumera, G., Roli, F.: A Theoretical and Experimental Analysis od Linear Combiners for Multiple Classifier Systems. IEEE Trans. on PAMI 27(6), 942-956 (2005)
7. n-Nearest Neighbour Classification. IEEE Trans. on IT (September 1972)
8. Hansen, L.K., Salamon, P.: Neural Networks Ensembles. IEEE Trans. on PAMI 12(10), 993-1001 (1990)
9. Hashem, S.: Optimal linear combinations of neural networks. Neural Networks 10(4), 599-614 (1997)
10. Jain, A.K., et al.: Statistical Pattern Recognition: A Review. IEEE Transaction on PAMI 22(1), 4-37 (2000)
11. Kittler, J., Alkoot, F.M.: Sum versus Vote Fusion in Multiple Classifier Systems. IEEE Trans. on PAMI 25(1), 110-115 (2003)
12. Kuncheva, L.I.: Change-glasses approach in pattern recognition. Pattern Recognition Letters 14, 619-623 (1993)
13. Kuncheva, L.I., et al.: Limits on the Majority Vote Accuracy in Classier Fusion. Pattern Analysis and Applications 6, 22-31 (2003)
14. Kuncheva, L.I.: Combining pattern classifiers: Methods and algorithms. Wiley-Interscience, New Jersey (2004)
15. Rao, N.S.V.: A Generic Sensor Fusion Problem: Classification and Function Estimation. In: Roli, F., Kittler, J., Windeatt, T. (eds.) MCS 2004. LNCS, vol. 3077, pp. 16-30. Springer, Heidelberg (2004)
16. Tumer, K., Ghosh, J.: Linear and Order Statistics Combiners for Pattern Classification. In: Sharkley, A.J.C. (ed.) Combining Artificial Neural Networks, pp. 127-155. Springer, Heidelberg (1999)
17. Woods, K., et al.: Combination of Multiple Classifier Using Local Accuracy Estimates. IEEE Trans. on PAMI 19(4), 405-410 (1997)
18. Xu, L., et al.: Methods of Combining Multiple Classifiers and Their Applications to Handwriting Recognition. IEEE Trans. on SMC 22(3), 418-435 (1992)