An Asynchronous Periodic Sequential Pattern Mining Algorithm with Multiple Minimum Item Supports for Ad Hoc Networking | |
Yu, Xiangzhan1; Zhang, Zhaoxin1; Yu, Haining1; Jiang, Feng1; Ji, Wen2 | |
刊名 | JOURNAL OF SENSORS
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2015 | |
页码 | 13 |
ISSN号 | 1687-725X |
DOI | 10.1155/2015/461659 |
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 |
出版者 | HINDAWI PUBLISHING CORPORATION |
WOS记录号 | WOS:000359539200001 |
内容类型 | 期刊论文 |
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. |
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