2166 search results - page 210 / 434 » Support Vector Regression Machines |
124
Voted
ICADL
2004
Springer
15 years 9 months ago
2004
Springer
This paper reports our research in the Web page filtering process in specialized search engine development. We propose a machine-learning-based approach that combines Web content a...
111
Voted
CIDM
2009
IEEE
15 years 7 months ago
2009
IEEE
In this paper, we investigate the topic of gender identification for short length, multi-genre, content-free e-mails. We introduce for the first time (to our knowledge), psycholing...
111
Voted
AAAI
2006
15 years 5 months ago
2006
The scarcity of manually labeled data for supervised machine learning methods presents a significant limitation on their ability to acquire knowledge. The use of kernels in Suppor...
149
Voted
NIPS
2003
15 years 5 months ago
2003
We present a novel method for approximate inference in Bayesian models and regularized risk functionals. It is based on the propagation of mean and variance derived from the Lapla...
117
Voted
NPL
2002
15 years 3 months ago
2002
The `kernel approach' has attracted great attention with the development of support vector machine (SVM) and has been studied in a general way. It offers an alternative soluti...