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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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Pubblicato in:Computational Science – ICCS 2020
Autori principali: Klikowski, Jakub, Woźniak, Michał
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7303690/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-50423-6_9
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