COCOA: Compressed continuity analysis for temporal databases

Kuo Yu Huang; Chia Hui Chang; Kuo Zui Lin

doi:10.1007/978-3-540-30116-5_49

COCOA: Compressed continuity analysis for temporal databases

Kuo Yu Huang, Chia Hui Chang, Kuo Zui Lin

資訊工程學系

研究成果: 書貢獻/報告類型 › 篇章 › 同行評審

1 引文斯高帕斯（Scopus）

摘要

A continuity is a kind of inter-transaction association which describes the relationships among different transactions. Since it breaks the boundaries of transactions, the number of potential itemsets and the number of rules will increase drastically. In this paper we consider the problem of discovering frequent compressed continuity patterns, which have the same power as mining the complete set of frequent continuity patterns. We devised a three-phase algorithm, COCOA, for frequent compressed continuity mining.

原文	???core.languages.en_GB???
主出版物標題	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
編輯	Jean-Francois Boulicaut, Floriana Esposito, Fosca Giannotti, Dino Pedreschi
發行者	Springer Verlag
頁面	509-511
頁數	3
ISBN（列印）	3540231080, 9783540231080
DOIs	https://doi.org/10.1007/978-3-540-30116-5_49
出版狀態	已出版 - 2004

出版系列

名字	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
卷	3202
ISSN（列印）	0302-9743
ISSN（電子）	1611-3349

存取文件

10.1007/978-3-540-30116-5_49

引用此

Huang, K. Y., Chang, C. H., & Lin, K. Z. (2004). COCOA: Compressed continuity analysis for temporal databases. 於 J-F. Boulicaut, F. Esposito, F. Giannotti, & D. Pedreschi (編輯), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (頁 509-511). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 3202). Springer Verlag. https://doi.org/10.1007/978-3-540-30116-5_49

Huang, Kuo Yu ; Chang, Chia Hui ; Lin, Kuo Zui. / COCOA : Compressed continuity analysis for temporal databases. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 編輯 / Jean-Francois Boulicaut ; Floriana Esposito ; Fosca Giannotti ; Dino Pedreschi. Springer Verlag, 2004. 頁 509-511 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "A continuity is a kind of inter-transaction association which describes the relationships among different transactions. Since it breaks the boundaries of transactions, the number of potential itemsets and the number of rules will increase drastically. In this paper we consider the problem of discovering frequent compressed continuity patterns, which have the same power as mining the complete set of frequent continuity patterns. We devised a three-phase algorithm, COCOA, for frequent compressed continuity mining.",

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Huang, KY, Chang, CH & Lin, KZ 2004, COCOA: Compressed continuity analysis for temporal databases. 於 J-F Boulicaut, F Esposito, F Giannotti & D Pedreschi (編輯), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 卷 3202, Springer Verlag, 頁 509-511. https://doi.org/10.1007/978-3-540-30116-5_49

COCOA: Compressed continuity analysis for temporal databases. / Huang, Kuo Yu; Chang, Chia Hui; Lin, Kuo Zui.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 編輯 / Jean-Francois Boulicaut; Floriana Esposito; Fosca Giannotti; Dino Pedreschi. Springer Verlag, 2004. p. 509-511 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 3202).

研究成果: 書貢獻/報告類型 › 篇章 › 同行評審

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AB - A continuity is a kind of inter-transaction association which describes the relationships among different transactions. Since it breaks the boundaries of transactions, the number of potential itemsets and the number of rules will increase drastically. In this paper we consider the problem of discovering frequent compressed continuity patterns, which have the same power as mining the complete set of frequent continuity patterns. We devised a three-phase algorithm, COCOA, for frequent compressed continuity mining.

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Huang KY, Chang CH, Lin KZ. COCOA: Compressed continuity analysis for temporal databases. 於 Boulicaut J-F, Esposito F, Giannotti F, Pedreschi D, 編輯, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag. 2004. p. 509-511. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-540-30116-5_49

COCOA: Compressed continuity analysis for temporal databases

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