Progressive CFM-Miner: An Algorithm to Mine CFM – Sequential Patterns from a Progressive Database

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چکیده

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Progressive CFM-Miner: An Algorithm to Mine CFM - Sequential Patterns from a Progressive Database

Sequential pattern mining is a vital data mining task to discover the frequently occurring patterns in sequence databases. As databases develop, the problem of maintaining sequential patterns over an extensively long period of time turn into essential, since a large number of new records may be added to a database. To reflect the current state of the database where previous sequential patterns ...

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Sequential pattern mining is a significant datamining method for determining time-related behavior in sequence databases. The information achieved from sequential pattern mining can be used in marketing, medical records, sales analysis, and so on. Existing methods only focus on the concept of frequency because of the assumption that sequences’ behaviors do not change over time. Several efficien...

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ژورنال

عنوان ژورنال: International Journal of Computational Intelligence Systems

سال: 2013

ISSN: 1875-6891,1875-6883

DOI: 10.1080/18756891.2013.768432