509 search results - page 63 / 102 » Support Vector Machines: Theory and Applications |
204
click to vote
BMCBI
2010
15 years 6 months ago
2010
Background: Generally speaking, different classifiers tend to work well for certain types of data and conversely, it is usually not known a priori which algorithm will be optimal ...
173
click to vote
ISCI
2007
15 years 5 months ago
2007
In this paper we study supervised and semi-supervised classification of e-mails. We consider two tasks: filing e-mails into folders and spam e-mail filtering. Firstly, in a sup...
179
click to vote
ICIP
2010
IEEE
15 years 3 months ago
2010
IEEE
Most approaches to learn classifiers for structured objects (e.g., images) use generative models in a classical Bayesian framework. However, state-of-the-art classifiers for vecto...
161
click to vote
WEBI
2007
Springer
16 years 1 days ago
2007
Springer
With the ever-increasing growth of data and information, finding the right knowledge becomes a real challenge and an urgent task. Traditional data and information retrieval syste...
177
click to vote
TIFS
2008
15 years 5 months ago
2008
This paper presents a procedure aimed at recognizing environmental sounds for surveillance and security applications. We propose to apply One-Class Support Vector Machines (1-SVMs...