3 search results - page 1 / 1 » Effective shrinkage of large multi-class linear svm models f... |
170
Voted
ICPR
2008
IEEE
16 years 1 months ago
2008
IEEE
When linear support vector machines (SVMs) are applied to multi-class text categorization in industry, the size of the linear SVM model is very large, usually greater than several...
241
Voted
SIGIR
2000
ACM
15 years 11 months ago
2000
ACM
This paper explores the use of hierarchical structure for classifying a large, heterogeneous collection of web content. The hierarchical structure is initially used to train diffe...
194
Voted
NIPS
2003
15 years 8 months ago
2003
A recent area of significant progress in speaker recognition is the use of high level features—idiolect, phonetic relations, prosody, discourse structure, etc. A speaker not on...