1303 search results - page 14 / 261 » Adaptation to Drifting Concepts |
MCS
2010
Springer
14 years 2 months ago
2010
Springer
Abstract. Oza’s Online Boosting algorithm provides a version of AdaBoost which can be trained in an online way for stationary problems. One perspective is that this enables the p...
ICPR
2010
IEEE
14 years 1 months ago
2010
IEEE
Abstract--Recently, classifier grids have shown to be a considerable alternative for object detection from static cameras. However, one drawback of such approaches is drifting if a...
ICRA
2010
IEEE
13 years 8 months ago
2010
IEEE
— Sampling-based kinodynamic planners, such as the popular RRT algorithm, have been proposed as promising solutions to planning for systems with dynamics. Nevertheless, complex s...
PAMI
2012
12 years 1 days ago
2012
—Model updating is a critical problem in tracking. Inaccurate extraction of the foreground and background information in model adaptation would cause the model to drift and degra...
ADC
2006
Springer
14 years 3 months ago
2006
Springer
Collaborative filtering is regarded as one of the most promising recommendation algorithms. Traditional approaches for collaborative filtering do not take concept drift into acc...