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An exact approach to maximize area under receiver operator characteristic curve for multi-instance learning
The purpose of this study is to solve the multi-instance classi cation problem by directly maximizing the area under Receiver Operating Characteristic (ROC) curve (i.e., AUC). We derive a mixed integer linear programming ...
Multi-scale binary similarity a local binary pattern variant for face recognition
Face recognition problem were studied for more than four-decade, and many descriptors and neural network architectures have been proposed since then. The aim is simple, extract features from the same subjects for training ...
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