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http://www.macs.hw.ac.uk/bmvc2006/papers/438.pdf
RO-SVM: Support Vector Machine with Reject Option for Image Categorization Rong Zhang and Dimitris Metaxas Computer Science Deptartment Rutgers, the State University of New Jersey Piscataway, NJ 08854 USA Abstract When applying Multiple Instance Learning (MIL) for image categoriza-tion, an image is treated as a bag containing a number of instances, each
https://www.researchgate.net/publication/221259310_RO-SVM_Support_Vector_Machine_with_Reject_Option_for_Image_Categorization
To improve classification reliability, we propose in this paper a new Support Vector Machine approach by incorporating a reject option, named RO-SVM to determine the instance labels…
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.102.3477
Hence, these instance labels are needed to be estimated together with the classifier. To improve classification reliability, we propose in this paper a new Support Vector Machine approach by incorporating a reject option, named RO-SVM to determine the instance labels, and the rejection region during the training phase simultaneously.
https://core.ac.uk/display/20704915
RO-SVM: Support Vector Machine with Reject Option for Image Categorization . By Rong Zhang and Dimitris Metaxas. Abstract. When applying Multiple Instance Learning (MIL) for image categorization, an image is treated as a bag containing a number of instances, each representing a region inside the image. ... we propose in this paper a new Support ...Author: Rong Zhang and Dimitris Metaxas
https://www.sciencedirect.com/science/article/pii/S0016003217302260
This paper proposes a new method which embeds a reject option in twin support vector machine (RO-TWSVM) through the Receiver Operating Characteristic (ROC) curve for binary classification. The proposed RO-TWSVM enhances the classification robustness through inclusion of an effective rejection rule for potentially misclassified samples.Cited by: 3
https://www.researchgate.net/publication/2548830_Support_Vector_Machines_with_Embedded_Reject_Option
This paper proposes a new method which embeds a reject option in twin support vector machine (RO-TWSVM) through the Receiver Operating Characteristic (ROC) curve for binary classification. The...
https://www.researchgate.net/publication/51978608_Support_vector_machines_with_a_reject_option
Support vector machines with a reject option. ... new method which embeds a reject option in twin support vector machine (RO-TWSVM) through the Receiver Operating Characteristic (ROC) curve for ...
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