An Asynchronous Periodic Sequential Pattern Mining Algorithm with Multiple Minimum Item Supports for Ad Hoc Networking
Joint Authors
Yu, Xiangzhan
Zhang, Zhaoxin
Yu, Haining
Jiang, Feng
Ji, Wen
Source
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-08-04
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
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.
American Psychological Association (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،Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1070126
Modern Language Association (MLA)
Yu, Xiangzhan…[et al.]. An Asynchronous Periodic Sequential Pattern Mining Algorithm with Multiple Minimum Item Supports for Ad Hoc Networking. Journal of Sensors No. 2015 (2015), pp.1-13.
https://search.emarefa.net/detail/BIM-1070126
American Medical Association (AMA)
Yu, Xiangzhan& Zhang, Zhaoxin& Yu, Haining& Jiang, Feng& Ji, Wen. An Asynchronous Periodic Sequential Pattern Mining Algorithm with Multiple Minimum Item Supports for Ad Hoc Networking. Journal of Sensors. 2015. Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1070126
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1070126