Improved computation of beliefs based on confusion matrix for combining multiple classifiers

Electronics Letters

Volumn 40, Issue 4, 2004, Pages 238-239

  Chen, L ^a   Tang, H L ^a  

^a UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATION THEORY; DATA REDUCTION; MATRIX ALGEBRA; SEMANTICS;

CONFUSION MATRIX; MULTIPLE CLASSIFIERS;

IMAGE ANALYSIS;

EID: 1542581452     PISSN: 00135194     EISSN: None     Source Type: Journal    
DOI: 10.1049/el:20040176     Document Type: Article

References (6)

1. Xu, L., Kryzak, A., and Suen, C.V: 'Methods of combining multiple classifiers and their applications to handwriting recognition', IEEE Trans. Syst. Man Cybern., 1992, 22, (3), pp. 418-435
2. Parker, J.R.: 'Rank and response combination from confusion matrix data', Inf. Fusion, 2001, 2, pp. 113-120
3. Tang, H.L.: 'Semantic analysis of image content for intelligent retrieval and automatic annotation of medical images'. PhD thesis, University of Cambridge, 2000
4. Kittler, J., et al.: 'On combining classifiers', IEEE Trans. Pattern Anal Mach. Intell., 1998, 20, (3), pp. 226-239
5. Tax, D., et al.: 'Combining multiple classifiers by averaging or by multiplying?', Pattern Recognit., 2000, 33, pp. 1475-1485
6. Tang, H.L., Hanka, R., and Ip, H.S.H.: 'Histological image retrieval based on semantic content analysis', IEEE Trans. Inf. Technol. Biomed., 2003, 7, (1), pp. 26-36