Abstract: One-class support vector machine (OCSVM) is one of the most widely used methods for learning from imbalanced data and has been successfully applied to numerous tasks such as anomaly ...
Hello, and welcome to OXB 2025 Preliminary Results. We are joined today by Dr. Frank Mathias, Chief Executive Officer; Dr. Lucinda Crabtree, Chief Financial Officer; and Dr. Sebastien Ribault, Chief ...
Abstract: This paper proposes an efficient training strategy for one-class support vector machines. The strategy exploits the feature of a trained one-class SVM which uses points only residing on the ...
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