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IncSPADE- An Incremental Sequential Pattern Mining Algorithm Based on SPADE Property.pdf Download (41kB) | Preview |
DOI/Official URL: http://dx.doi.org/10.1007/978-3-319-32213-1_8
Abstract
In this paper we propose Incremental Sequential PAttern Discovery using Equivalence classes (IncSPADE) algorithm to mine the dynamic database without the requirement of re-scanning the database again. In order to evaluate this algorithm, we conducted the experiments against three different artificial datasets. The result shows that IncSPADE outperformed the benchmarked algorithm called SPADE up to 20%.
| Item Type: | Book Chapter |
|---|---|
| Uncontrolled Keywords: | Sequential pattern; Incremental; Updatable Database |
| Subjects: | Q Science > QA Mathematics > QA76 Computer software |
| Faculty/Division: | Faculty of Computer System And Software Engineering |
| Depositing User: | Mrs. Neng Sury Sulaiman |
| Date Deposited: | 30 Jun 2016 00:26 |
| Last Modified: | 02 Feb 2018 06:57 |
| URI: | http://umpir.ump.edu.my/id/eprint/13563 |
| Download Statistic: | View Download Statistics |
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