Learning Decision Rules from Data Streams

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Authors

GAMA Joao KOSINA Petr

Year of publication 2011
Type Article in Proceedings
Conference Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence
MU Faculty or unit

Faculty of Informatics

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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