357 search results - page 8 / 72 » Provably Fast Training Algorithms for Support Vector Machine... |
117
Voted
ICDM
2005
IEEE
15 years 8 months ago
2005
IEEE
Abstract— Support vector machines are very accurate classifiers and have been widely used in many applications. However, the training and to a lesser extent prediction time of s...
118
Voted
AAAI
2006
15 years 4 months ago
2006
This paper presents data selection procedures for support vector machines (SVM). The purpose of data selection is to reduce the dataset by eliminating as many non support vectors ...
134
Voted
ICCS
2007
Springer
15 years 8 months ago
2007
Springer
In this paper, active learning with support vector machines (SVMs) is applied to the problem of tornado prediction. This method is used to predict which storm-scale circulations yi...
118
Voted
ICPR
2010
IEEE
15 years 5 months ago
2010
IEEE
Training datasets for object detection problems are typically very large and Support Vector Machine (SVM) implementations are computationally complex. As opposed to these complex ...
122
Voted
ICONIP
2009
15 years 13 days ago
2009
In this paper, we propose a support vector machine with automatic confidence (SVMAC) for gender classification based on facial images. Namely, we explore how to incorporate confide...