Adaptive SVM for Data Stream Classification
In this paper, we address the problem of learning an adaptive classifier for the classification of continuous streams of data. We present a solution based on incremental extensions of the Support Vector Machine (SVM) learning paradigm that updates an existing SVM whenever new training data are acqui...
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| Hlavní autoři: | , |
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| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
South African Institute of Computer Scientists and Information Technologists
2017-07-01
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| Edice: | South African Computer Journal |
| Témata: | |
| On-line přístup: | http://sacj.cs.uct.ac.za/index.php/sacj/article/view/414 |
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