1752 search results - page 209 / 351 » Support vector machine for functional data classification |
144
Voted
ESANN
2004
15 years 6 months ago
2004
Standard pattern recognition provides effective and noise-tolerant tools for machine learning tasks; however, most approaches only deal with real vectors of a finite and fixed dime...
157
click to vote
SCFBM
2008
15 years 4 months ago
2008
Background: Biological imaging is an emerging field, covering a wide range of applications in biological and clinical research. However, while machinery for automated experimentin...
166
Voted
ICAC
2006
IEEE
15 years 11 months ago
2006
IEEE
— As Internet worms become ever faster and more sophisticated, it is important to be able to extract worm signatures in an accurate and timely manner. In this paper, we apply mac...
122
click to vote
ICASSP
2011
IEEE
14 years 8 months ago
2011
IEEE
This paper presents a novel method for reducing the dimensionality of kernel spaces. Recently, to maintain the convexity of training, loglinear models without mixtures have been u...
137
Voted
JMLR
2010
14 years 12 months ago
2010
We have developed a machine learning toolbox, called SHOGUN, which is designed for unified large-scale learning for a broad range of feature types and learning settings. It offers...