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Pattern Based Sequence Classification

Published in IEEE Transactions on Knowledge and Data Engineering • Dec 17, 2015
NobleIDNI0P60W45R43S91
Authors:
Cheng Zhou
,
Boris Čule
,
Bart Goethals

Abstract

Sequence classification is an important task in data mining. We address the problem of sequence classification using rules composed of interesting patterns found in a dataset of labelled sequences and accompanying class labels. We measure the interestingness of a pattern in a given class of sequence...

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