703 search results - page 80 / 141 » Predicting Time Series with Support Vector Machines |
143
Voted
CBMS
2007
IEEE
15 years 10 months ago
2007
IEEE
In this paper, we propose a new classification method that addresses classification in multiple categories of textual documents. We call it Matrix Regression (MR) due to its resem...
110
Voted
CSB
2005
IEEE
15 years 9 months ago
2005
IEEE
A methodology has been implemented for analyzing microarray and NMR spectral data obtained from the same set of toxic-exposure dose-response experiments. The NMR spectra additiona...
111
Voted
JCP
2006
15 years 3 months ago
2006
The present paper proposes new approaches for recommendation tasks based on one-class support vector machines (1-SVMs) with graph kernels generated from a Laplacian matrix. We intr...
124
Voted
NECO
2008
15 years 3 months ago
2008
Iterative learning algorithms that approximate the solution of support vector machines (SVMs) have two potential advantages. First, they allow for online and active learning. Seco...
126
Voted
BMCBI
2008
15 years 3 months ago
2008
Background: The expansion of raw protein sequence databases in the post genomic era and availability of fresh annotated sequences for major localizations particularly motivated us...