2097 search results - page 17 / 420 » Normalization in Support Vector Machines |
123
Voted
ICDM
2005
IEEE
15 years 9 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...
129
Voted
NIPS
1996
15 years 5 months ago
1996
Support Vector Learning Machines (SVM) are nding application in pattern recognition, regression estimation, and operator inversion for ill-posed problems. Against this very genera...
146
Voted
IJCNN
2000
IEEE
15 years 8 months ago
2000
IEEE
We propose to solve a text categorization task using a new metric between documents, based on a priori semantic knowledge about words. This metric can be incorporated into the def...
150
Voted
ECML
2006
Springer
15 years 5 months ago
2006
Springer
This paper presents a decomposition method for efficiently constructing 1-norm Support Vector Machines (SVMs). The decomposition algorithm introduced in this paper possesses many d...
108
Voted
ICDM
2008
IEEE
15 years 10 months ago
2008
IEEE
We present and discuss several spatiotemporal kernels designed to mine real-life and simulated data in support of drought prediction. We implement and empirically validate these k...