Sciweavers

2395 search results - page 30 / 479
» A selective sampling approach to active feature selection
Sort
View
58
Voted
PRL
2010
105views more  PRL 2010»
14 years 8 months ago
A learning approach to hierarchical feature selection and aggregation for audio classification
Paul Ruvolo, Ian R. Fasel, Javier R. Movellan
CVPR
2008
IEEE
15 years 11 months ago
Two-Dimensional Active Learning for image classification
In this paper, we propose a two-dimensional active learning scheme and show its application in image classification. Traditional active learning methods select samples only along ...
Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang,...
PAMI
2010
276views more  PAMI 2010»
14 years 8 months ago
Local-Learning-Based Feature Selection for High-Dimensional Data Analysis
—This paper considers feature selection for data classification in the presence of a huge number of irrelevant features. We propose a new feature selection algorithm that addres...
Yijun Sun, Sinisa Todorovic, Steve Goodison