1514 search results - page 55 / 303 » Co-Tracking Using Semi-Supervised Support Vector Machines |
114
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ISMIR
2005
Springer
15 years 5 months ago
2005
Springer
Searching and organizing growing digital music collections requires automatic classification of music. This paper describes a new system, tested on the task of artist identifica...
103
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KDD
2004
ACM
15 years 5 months ago
2004
ACM
Like many purely data-driven machine learning methods, Support Vector Machine (SVM) classifiers are learned exclusively from the evidence presented in the training dataset; thus ...
106
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ICPR
2002
IEEE
16 years 29 days ago
2002
IEEE
Learning Bayesian Belief Networks (BBN) from corpora and incorporating the extracted inferring knowledge with a Support Vector Machines (SVM) classifier has been applied to charac...
COLT
2003
Springer
15 years 5 months ago
2003
Springer
We examine the so-called rigorous support vector machine (RSVM) approach proposed by Vapnik (1998). The formulation of RSVM is derived by explicitly implementing the structural ris...
112
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GECCO
2005
Springer
15 years 5 months ago
2005
Springer
In support vector machines (SVM), the kernel functions which compute dot product in feature space significantly affect the performance of classifiers. Each kernel function is suit...