Dynamic score combination of binary experts
Title | Dynamic score combination of binary experts |
Publication Type | Conference Paper |
Year of Publication | 2008 |
Authors | Tronci, R, Giacinto, G, Roli, F |
Conference Name | 19th International Conference on Pattern Recognition (ICPR 2008) |
Date Published | 08/12/2008 |
Publisher | IEEE Computer Society Press |
Conference Location | Tampa (Florida, USA) |
Keywords | mcs00, mcs01 |
Abstract | The combination of experts is used to improve the performance of a classification system. In this paper we propose three dynamic score combination techniques that embed the selection and the fusion approach for combining experts. The proposed techniques are designed to combine binary experts that output a score measuring the degree of similarity to the positive class. Reported results on two biometric dataset show the effectiveness of the proposed techniques in terms of AUC and EER. |
Citation Key | 310 |