2097 search results - page 126 / 420 » Normalization in Support Vector Machines |
109
click to vote
ICML
2005
IEEE
16 years 5 months ago
2005
IEEE
We propose machine learning methods for the estimation of deformation fields that transform two given objects into each other, thereby establishing a dense point to point correspo...
170
click to vote
JMLR
2012
13 years 7 months ago
2012
We develop a high dimensional nonparametric classification method named sparse additive machine (SAM), which can be viewed as a functional version of support vector machine (SVM)...
162
click to vote
IJCNN
2007
IEEE
15 years 10 months ago
2007
IEEE
Abstract— The generalised linear model (GLM) is the standard approach in classical statistics for regression tasks where it is appropriate to measure the data misfit using a lik...
112
click to vote
ICANN
2007
Springer
15 years 10 months ago
2007
Springer
Support Vector Machines (SVMs) for classification tasks produce sparse models by maximizing the margin. Two limitations of this technique are considered in this work: firstly, th...
146
click to vote
MIAR
2010
IEEE
15 years 2 months ago
2010
IEEE
Diagnosis of benign and malign skin lesions is currently mostly relying on visual assessment and frequent biopsies performed by dermatologists. As the timely and correct diagnosis ...