Informace o publikaci
Learning Decision Rules from Data Streams
| Autoři | |
|---|---|
| Rok publikování | 2011 |
| Druh | Článek ve sborníku |
| Konference | Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence |
| Fakulta / Pracoviště MU | |
| Citace | |
| www | http://ijcai.org/papers11/Papers/IJCAI11-213.pdf |
| Obor | Informatika |
| Klíčová slova | Data Streams; Rule Learning |
| Popis | Decision rules, which can provide good interpretability and flexibility for data mining tasks, have received very little attention in the stream mining community so far. This work introduces a decision rule list learner fitted for large amounts of data that achieves competitive results to other methods, both stream and off-line. |
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