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

doi:10.1155/2015/461659

	An Asynchronous Periodic Sequential Pattern Mining Algorithm with Multiple Minimum Item Supports for Ad Hoc Networking
	Yu, Xiangzhan 1; Zhang, Zhaoxin 1; Yu, Haining 1; Jiang, Feng 1; Ji, Wen 2
	2015
发表期刊	JOURNAL OF SENSORS
ISSN	1687-725X
页码	13
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.
DOI	10.1155/2015/461659
收录类别	SCI
语种	英语
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
WOS类目	Engineering, Electrical & Electronic ; Instruments & Instrumentation
WOS记录号	WOS:000359539200001
出版者	HINDAWI PUBLISHING CORPORATION
引用统计	被引频次：2[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/9456
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.