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Employing One-Class SVM Classifier Ensemble for Imbalanced Data Stream Classification

The classification of imbalanced data streams is gaining more and more interest. However, apart from the problem that one of the class is not well represented, there are problems typical for data stream classification, such as limited resources, lack of access to the true labels and the possibility...

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Detalles Bibliográficos
Autores principales: Klikowski, Jakub, Woźniak, Michał
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7303690/
http://dx.doi.org/10.1007/978-3-030-50423-6_9