32 search results - page 3 / 7 » Score Fusion by Maximizing the Area under the ROC Curve |
IJCNN
2006
IEEE
13 years 11 months ago
2006
IEEE
— This paper proposes a novel method of fusing models for classification of unbalanced data. The unbalanced data contains a majority of healthy (negative) instances, and a minor...
DATAMINE
2008
13 years 5 months ago
2008
Rules are commonly used for classification because they are modular, intelligible and easy to learn. Existing work in classification rule learning assumes the goal is to produce ca...
ECML
2007
Springer
13 years 11 months ago
2007
Springer
Abstract. The area under the ROC curve (AUC) has been widely used to measure ranking performance for binary classification tasks. AUC only employs the classifier’s scores to ra...
IPMU
2010
Springer
13 years 3 months ago
2010
Springer
Abstract. This contribution describes the system developed and implemented for the detection of snow based on the fusion of optical and Synthetic Aperture Radar (SAR) remote sensin...
SDM
2012
SIAM
11 years 7 months ago
2012
SIAM
Outlier detection research is currently focusing on the development of new methods and on improving the computation time for these methods. Evaluation however is rather heuristic,...