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An Asynchronous Periodic Sequential Pattern Mining Algorithm with Multiple Minimum Item Supports for Ad Hoc Networking

文献类型：期刊论文

作者Yu, Xiangzhan1; Zhang, Zhaoxin1; Yu, Haining1; Jiang, Feng1; Ji, Wen2
刊名JOURNAL OF SENSORS
出版日期2015
页码13
ISSN号1687-725X
DOI10.1155/2015/461659
英文摘要The original sequential pattern mining model only considers occurrence frequencies of sequential patterns, disregarding their occurrence periodicity. We propose an asynchronous periodic sequential pattern mining model to discover the sequential patterns that not only occur frequently but also appear periodically. For this mining model, we propose a pattern-growth mining algorithm to mine asynchronous periodic sequential patterns with multiple minimum item supports. This algorithm employs a divide-and-conquer strategy to mine asynchronous periodic sequential patterns in a depth-first manner recursively. We describe the process of algorithm realization and demonstrate the efficiency and stability of the algorithm through experimental results.
资助项目National Natural Science Foundation of China[61173144] ; National Natural Science Foundation of China[61370215] ; National Natural Science Foundation of China[61370211] ; National Key Technology RD Program[2012BAH37B01] ; National Key Technology RD Program[2012BAH45B01]
WOS研究方向Engineering ; Instruments & Instrumentation
语种英语
WOS记录号WOS:000359539200001
出版者HINDAWI PUBLISHING CORPORATION
源URL[http://119.78.100.204/handle/2XEOYT63/9455]  
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Zhang, Zhaoxin
作者单位1.Harbin Inst Technol, Sch Comp Sci & Technol, Harbin 150001, Peoples R China
2.Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China
推荐引用方式
GB/T 7714		 Yu, Xiangzhan,Zhang, Zhaoxin,Yu, Haining,et al. An Asynchronous Periodic Sequential Pattern Mining Algorithm with Multiple Minimum Item Supports for Ad Hoc Networking[J]. JOURNAL OF SENSORS,2015:13.
APA Yu, Xiangzhan,Zhang, Zhaoxin,Yu, Haining,Jiang, Feng,&Ji, Wen.(2015).An Asynchronous Periodic Sequential Pattern Mining Algorithm with Multiple Minimum Item Supports for Ad Hoc Networking.JOURNAL OF SENSORS,13.
MLA Yu, Xiangzhan,et al."An Asynchronous Periodic Sequential Pattern Mining Algorithm with Multiple Minimum Item Supports for Ad Hoc Networking".JOURNAL OF SENSORS (2015):13.

入库方式： OAI收割

来源：计算技术研究所

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