2097 search results - page 136 / 420 » Normalization in Support Vector Machines |
153
Voted
ML
2002
ACM
15 years 4 months ago
2002
ACM
In this paper, we elaborate on the well-known relationship between Gaussian Processes (GP) and Support Vector Machines (SVM) under some convex assumptions for the loss functions. ...
183
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ICCV
2003
IEEE
16 years 6 months ago
2003
IEEE
This paper describes a novel application of support vector machines and multiscale texture and color invariants to a problem in biological oceanography: the identification of 6 sp...
144
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ICPR
2006
IEEE
16 years 5 months ago
2006
IEEE
In this paper, we present a method for data classification with application to car/non-car objects. We first developed a sample based car/non-car maximal mutual information low di...
94
Voted
ICPR
2004
IEEE
16 years 5 months ago
2004
IEEE
This paper describes the training of classifiers entirely based on virtual images, rendered by a ray-tracing software. Two classifiers, a support vector machine and a polynomial c...
105
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ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
Support Vector Machines (SVMs), though accurate, are still difficult to solve large-scale applications, due to the computational and storage requirement. To relieve this problem,...