A Survey of Sequential Rule Mining Techniques

Bhupendra Mandloi, B L Pal


In this paper, we present an overview of existing sequential rule mining algorithms. All these algorithms are described more or less
on their own. Sequential rule mining is a very popular and computationally expensive task. We also explain the fundamentals of
sequential rule mining. We describe today’s approaches for sequential rule mining. From the broad variety of efficient algorithms that
have been developed we will compare the most important ones. We will systematize the algorithms and analyze their performance
based on both their run time performance and theoretical considerations. Their strengths and weaknesses are also investigated. It
turns out that the behavior of the algorithms is much more similar as to be expected.


survey, mining

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