Learning Decision Rules from Data Streams
| Authors | |
|---|---|
| Year of publication | 2011 |
| Type | Article in Proceedings |
| Conference | Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence |
| MU Faculty or unit | |
| Citation | |
| Web | http://ijcai.org/papers11/Papers/IJCAI11-213.pdf |
| Field | Informatics |
| Keywords | Data Streams; Rule Learning |
| Description | 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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