10 search results - page 1 / 2 » Batch mode active learning and its application to medical im... |
ICML
2006
IEEE
15 years 11 months ago
2006
IEEE
107
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CVPR
2008
IEEE
16 years 22 days ago
2008
IEEE
Active learning has been shown as a key technique for improving content-based image retrieval (CBIR) performance. Among various methods, support vector machine (SVM) active learni...
SIGIR
2010
ACM
14 years 11 months ago
2010
ACM
In recent years, active learning methods based on experimental design achieve state-of-the-art performance in text classification applications. Although these methods can exploit ...
TIP
2008
14 years 10 months ago
2008
Active learning methods have been considered with increased interest in the statistical learning community. Initially developed within a classification framework, a lot of extensio...
CVPR
2008
IEEE
16 years 22 days ago
2008
IEEE
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 ...