Sciweavers

1812 search results - page 78 / 363
» A Support Vector Clustering Method
Sort
View
134
Voted
CSDA
2010
133views more  CSDA 2010»
15 years 25 days ago
Optimized fixed-size kernel models for large data sets
A modified active subset selection method based on quadratic R
Kris De Brabanter, Jos De Brabanter, Johan A. K. S...
121
Voted
WWW
2005
ACM
15 years 9 months ago
Representing personal web information using a topic-oriented interface
Nowadays, Web activities have become daily practice for people. It is therefore essential to organize and present this continuously increasing Web information in a more usable man...
Zhigang Hua, Hao Liu, Xing Xie, Hanqing Lu, Wei-Yi...
114
Voted
ISMIR
2004
Springer
130views Music» more  ISMIR 2004»
15 years 8 months ago
Towards Automatic Identification Of Singing Language In Popular Music Recordings
The automatic analysis of singing from music is an important and challenging issue within the research target of content-based retrieval of music information. As part of this rese...
Wei-Ho Tsai, Hsin-Min Wang
JMLR
2006
124views more  JMLR 2006»
15 years 3 months ago
A Direct Method for Building Sparse Kernel Learning Algorithms
Many kernel learning algorithms, including support vector machines, result in a kernel machine, such as a kernel classifier, whose key component is a weight vector in a feature sp...
Mingrui Wu, Bernhard Schölkopf, Gökhan H...
ICML
2003
IEEE
16 years 4 months ago
The Pre-Image Problem in Kernel Methods
In this paper, we address the problem of finding the pre-image of a feature vector in the feature space induced by a kernel. This is of central importance in some kernel applicatio...
James T. Kwok, Ivor W. Tsang