2898 search results - page 269 / 580 » Ensemble Methods in Machine Learning |
100
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
We propose a local, generative model for similarity-based classification. The method is applicable to the case that only pairwise similarities between samples are available. The c...
109
click to vote
ICMLA
2010
15 years 7 days ago
2010
Abstract--Support vector machines (SVMs) were initially proposed to solve problems with two classes. Despite the myriad of schemes for multiclassification with SVMs proposed since ...
127
Voted
ICMLA
2009
15 years 9 hour ago
2009
We propose methods to classify lines of military chat, or posts, which contain items of interest. We evaluated several current text categorization and feature selection methodologi...
110
click to vote
MLDM
2005
Springer
15 years 7 months ago
2005
Springer
Abstract. An efficient low-level word image representation plays a crucial role in general cursive word recognition. This paper proposes a novel representation scheme, where a word...
127
click to vote
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We propose a novel approach that reduces cost-sensitive classification to one-sided regression. The approach stores the cost information in the regression labels and encodes the m...