Search Sciweavers | Sciweavers

811 search results - page 10 / 163

» Minimal Kernel Classifiers

click to vote

ISNN
2005
Springer

145views Neural Networks» more ISNN 2005»

Anomaly Internet Network Traffic Detection by Kernel Principle Component Classifier

15 years 3 months ago

Download www.cs.cmu.edu

As a crucial issue in computer network security, anomaly detection is receiving more and more attention from both application and theoretical point of view. In this paper, a novel ...

Hanghang Tong, Chongrong Li, Jingrui He, Jiajian C...

claim paper

Read More »

click to vote

CIARP
2005
Springer

73views Pattern Recognition» more CIARP 2005»

The Use of Bayesian Framework for Kernel Selection in Vector Machines Classifiers

15 years 3 months ago

Download vetrovd.narod.ru

Dmitry Kropotov, Nikita Ptashko, Dmitry Vetrov

claim paper

Read More »

100

click to vote

ICANN
2007
Springer

103views Neural Networks» more ICANN 2007»

Resilient Approximation of Kernel Classifiers

15 years 1 months ago

Download www.neuroinformatik.ruhr-uni-bochum.de

Abstract. Trained support vector machines (SVMs) have a slow runtime classification speed if the classification problem is noisy and the sample data set is large. Approximating the...

Thorsten Suttorp, Christian Igel

claim paper

Read More »

click to vote

ALT
2000
Springer

88views Machine Learning» more ALT 2000»

A Note on the Generalization Performance of Kernel Classifiers with Margin

15 years 1 months ago

Download www.svms.org

Theodoros Evgeniou, Massimiliano Pontil

claim paper

Read More »