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...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
South African Institute of Computer Scientists and Information Technologists
2017-07-01
|
| Series: | South African Computer Journal |
| Subjects: | |
| Online Access: | http://sacj.cs.uct.ac.za/index.php/sacj/article/view/414 |