2166 search results - page 211 / 434 » Support Vector Regression Machines |
137
Voted
ICWSM
2009
15 years 1 months ago
2009
Mining opinions and sentiment from social networking sites is a popular application for social media systems. Common approaches use a machine learning system with a bag of words f...
135
Voted
INFORMATICALT
2011
14 years 10 months ago
2011
To set the values of the hyperparameters of a support vector machine (SVM), the method of choice is cross-validation. Several upper bounds on the leave-one-out error of the pattern...
136
Voted
CAIP
2007
Springer
15 years 7 months ago
2007
Springer
Spam e-mail with advertisement text embedded in images presents a great challenge to anti-spam filters. In this paper, we present a fast method to detect image-based spam e-mail. U...
110
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
This paper presents a novel method for reducing the dimensionality of kernel spaces. Recently, to maintain the convexity of training, loglinear models without mixtures have been u...
100
Voted
ICPR
2002
IEEE
16 years 4 months ago
2002
IEEE
Psychophysical studies have shown that humans actively exploit temporal information such as contiguity of images in object recognition. We have recently developed a recognition sy...