918 search results - page 51 / 184 » Machine Learning Approach for Homepage Finding Task |
92
Voted
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
I consider the setting of transductive learning of vertex labels in graphs, in which a graph with n vertices is sampled according to some unknown distribution; there is a true lab...
97
Voted
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
Kernel machines (e.g. SVM, KLDA) have shown state-ofthe-art performance in several visual classification tasks. The classification performance of kernel machines greatly depends o...
120
Voted
BMCBI
2011
14 years 4 months ago
2011
Background: Classification and variable selection play an important role in knowledge discovery in highdimensional data. Although Support Vector Machine (SVM) algorithms are among...
184
Voted
ICML
2002
IEEE
16 years 1 months ago
2002
IEEE
A new approach to ensemble learning is introduced that takes ranking rather than classification as fundamental, leading to models on the symmetric group and its cosets. The approa...
98
Voted
ECML
2006
Springer
15 years 4 months ago
2006
Springer
Abstract. For large state-space Markovian Decision Problems MonteCarlo planning is one of the few viable approaches to find near-optimal solutions. In this paper we introduce a new...