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A Survey of Sequential Rule Mining Techniques

Author(s): Bhupendra Mandloi

Journal: Journal of Current Engineering Research
ISSN 2250-2637

Volume: 2;
Issue: 5;
Date: 2012;
Original page

Keywords: In this paper | we surveyed the list of existing sequential rule mining techniques. We restricted ourselves to the classic sequential rule mining problem. It is the generation of all sequential rules that exists in market basket like data with respect to m

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.
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