3636 search results - page 307 / 728 » Crafting Papers on Machine Learning |
204
click to vote
FSKD
2008
Springer
15 years 7 months ago
2008
Springer
Support Vector Machine (SVM) has been widely studied and shown success in many application fields. However, the performance of SVM drops significantly when it is applied to the pr...
307
click to vote
CVPR
2012
IEEE
13 years 9 months ago
2012
IEEE
Human activity recognition has potential to impact a wide range of applications from surveillance to human computer interfaces to content based video retrieval. Recently, the rapi...
159
click to vote
IJCNN
2006
IEEE
16 years 24 days ago
2006
IEEE
— A key step in many statistical learning methods used in machine learning involves solving a convex optimization problem containing one or more hyper-parameters that must be sel...
157
click to vote
GECCO
2009
Springer
15 years 11 months ago
2009
Springer
Typical domains used in machine learning analyses only partially cover the complexity space, remaining a large proportion of problem difficulties that are not tested. Since the ac...
146
click to vote
ICML
2010
IEEE
15 years 7 months ago
2010
IEEE
Deep learning has been successfully applied to perform non-linear embedding. In this paper, we present supervised embedding techniques that use a deep network to collapse classes....