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18 September 2001 Algorithm based on time-window for mining sequential patterns in relational database
Zhenyu Wang, Lifeng Bian, Xiaoshu Hang
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Proceedings Volume 4556, Data Mining and Applications; (2001) https://doi.org/10.1117/12.440302
Event: Multispectral Image Processing and Pattern Recognition, 2001, Wuhan, China
Abstract
Mining sequential patterns is an important topic in the data mining (DM) or knowledge discovery in database (KDD) research. At present, its research and application are mainly focused on analyzing transaction data of market. As the transaction database is very different from general relational database at the aspect of inner makeup, this paper makes relevant study and discussion on how to mine sequential patterns from general relational database. In this paper, a strategy based on time-window is adopted instead of general Apriori algorithm. At last, an algorithm based on time-window for mining sequential patterns (TW_SP) is put forward, and its correctness and validity is further proved by the experiment in a real relational database.
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Zhenyu Wang, Lifeng Bian, and Xiaoshu Hang "Algorithm based on time-window for mining sequential patterns in relational database", Proc. SPIE 4556, Data Mining and Applications, (18 September 2001); https://doi.org/10.1117/12.440302
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KEYWORDS
Databases
Data mining
Mining
Adaptive optics
Analytical research
Knowledge discovery
Lithium
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