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MCS
2005
Springer
16 years 3 days ago
Which Is the Best Multiclass SVM Method? An Empirical Study
Abstract. Multiclass SVMs are usually implemented by combining several two-class SVMs. The one-versus-all method using winner-takes-all strategy and the one-versus-one method imple...
Kaibo Duan, S. Sathiya Keerthi
SLSFS
2005
Springer
16 years 2 days ago
Discrete Component Analysis
Abstract. This article presents a unified theory for analysis of components in discrete data, and compares the methods with techniques such as independent component analysis, non-...
Wray L. Buntine, Aleks Jakulin
VLBV
2005
Springer
16 years 2 days ago
An Intermediate Expressions' Generator System in the MPEG-4 Framework
A lifelike human face can enhance interactive applications by providing straightforward feedback to and from the users and stimulating emotional responses from them. An expressive...
Amaryllis Raouzaiou, Evaggelos Spyrou, Kostas Karp...
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IBPRIA
2009
Springer
15 years 11 months ago
Score Fusion by Maximizing the Area under the ROC Curve
Information fusion is currently a very active research topic aimed at improving the performance of biometric systems. This paper proposes a novel method for optimizing the paramete...
Mauricio Villegas, Roberto Paredes
ICAPR
2001
Springer
15 years 11 months ago
Automated Biometrics
Identity verification becomes a challenging task when it has to be automated with high accuracy and non-repudiability. The existing methods such as passwords and photo identity c...
Nalini K. Ratha, Andrew W. Senior, Ruud M. Bolle