Title :
Pyramidal algorithm for SVM-classification
Author :
Frolov, Igor ; Sadykhov, Rauf
Author_Institution :
BSUIR, Minsk, Belarus
Abstract :
In this work we consider pyramidal decomposition algorithm for support vector machines classification problem. This algorithm is proposed to solve multi-class classification problem with use some binary SVM-classifiers for the strategy "one-against-one".
Keywords :
face recognition; pattern classification; support vector machines; SVM classification; multiclass classification problem; pyramidal decomposition algorithm; support vector machines; decomposition algorithm; face recognition; support vector machines;
Conference_Titel :
Problems of Cybernetics and Informatics (PCI), 2012 IV International Conference
Conference_Location :
Baku
Print_ISBN :
978-1-4673-4500-2
DOI :
10.1109/ICPCI.2012.6486329
