1752 search results - page 121 / 351 » Support vector machine for functional data classification |
128
Voted
BMCBI
2010
15 years 2 months ago
2010
Background: This paper introduces the notion of optimizing different norms in the dual problem of support vector machines with multiple kernels. The selection of norms yields diff...
156
Voted
KDD
2003
ACM
16 years 3 months ago
2003
ACM
Support vector machines (SVMs) have been promising methods for classification and regression analysis because of their solid mathematical foundations which convey several salient ...
129
Voted
CBMS
2007
IEEE
15 years 9 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...
114
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
Naive Bayes is often used as a baseline in text classification because it is fast and easy to implement. Its severe assumptions make such efficiency possible but also adversely af...
114
Voted
ICMCS
2009
IEEE
15 years 10 days ago
2009
IEEE
The human voice is primarily a carrier of speech, but it also contains non-linguistic features unique to a speaker and indicative of various speaker demographics, e.g. gender, nat...