Data mining and event playback on networked information simulation system

Xiaotian Zhang; Chen Chen

doi:10.1109/ChiCC.2015.7261038

Data mining and event playback on networked information simulation system

Xiaotian Zhang, Chen Chen

School of Automation

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Jumbled stored data and long playback time have been plagued networked information simulation system. A model that adopts data mining technique to match key data for event playback was proposed to solve these problems. Based on data mining methods, outliers were detected and high-dimensional data cube was integrated. Combined with the algorithm of BP neural network and the technology of N-elements parallel data acquisition, program for event playback has been constructed. By using the model for particular examples, the data storage and playback time of networked information simulation system were proved to be optimized.

Original language	English
Title of host publication	Proceedings of the 34th Chinese Control Conference, CCC 2015
Editors	Qianchuan Zhao, Shirong Liu
Publisher	IEEE Computer Society
Pages	8855-8859
Number of pages	5
ISBN (Electronic)	9789881563897
DOIs	https://doi.org/10.1109/ChiCC.2015.7261038
Publication status	Published - 11 Sept 2015
Event	34th Chinese Control Conference, CCC 2015 - Hangzhou, China Duration: 28 Jul 2015 → 30 Jul 2015

Publication series

Name	Chinese Control Conference, CCC
Volume	2015-September
ISSN (Print)	1934-1768
ISSN (Electronic)	2161-2927

Conference

Conference	34th Chinese Control Conference, CCC 2015
Country/Territory	China
City	Hangzhou
Period	28/07/15 → 30/07/15

Keywords

BP Neural Network
Data Cube
Event Playback
High Level Architecture

Access to Document

10.1109/ChiCC.2015.7261038

Cite this

Zhang, X., & Chen, C. (2015). Data mining and event playback on networked information simulation system. In Q. Zhao, & S. Liu (Eds.), Proceedings of the 34th Chinese Control Conference, CCC 2015 (pp. 8855-8859). Article 7261038 (Chinese Control Conference, CCC; Vol. 2015-September). IEEE Computer Society. https://doi.org/10.1109/ChiCC.2015.7261038

@inproceedings{14fce7db2d344431b97f6efba5eb4772,

title = "Data mining and event playback on networked information simulation system",

abstract = "Jumbled stored data and long playback time have been plagued networked information simulation system. A model that adopts data mining technique to match key data for event playback was proposed to solve these problems. Based on data mining methods, outliers were detected and high-dimensional data cube was integrated. Combined with the algorithm of BP neural network and the technology of N-elements parallel data acquisition, program for event playback has been constructed. By using the model for particular examples, the data storage and playback time of networked information simulation system were proved to be optimized.",

keywords = "BP Neural Network, Data Cube, Event Playback, High Level Architecture",

author = "Xiaotian Zhang and Chen Chen",

note = "Publisher Copyright: {\textcopyright} 2015 Technical Committee on Control Theory, Chinese Association of Automation.; 34th Chinese Control Conference, CCC 2015 ; Conference date: 28-07-2015 Through 30-07-2015",

year = "2015",

month = sep,

day = "11",

doi = "10.1109/ChiCC.2015.7261038",

language = "English",

series = "Chinese Control Conference, CCC",

publisher = "IEEE Computer Society",

pages = "8855--8859",

editor = "Qianchuan Zhao and Shirong Liu",

booktitle = "Proceedings of the 34th Chinese Control Conference, CCC 2015",

address = "United States",

}

Zhang, X & Chen, C 2015, Data mining and event playback on networked information simulation system. in Q Zhao & S Liu (eds), Proceedings of the 34th Chinese Control Conference, CCC 2015., 7261038, Chinese Control Conference, CCC, vol. 2015-September, IEEE Computer Society, pp. 8855-8859, 34th Chinese Control Conference, CCC 2015, Hangzhou, China, 28/07/15. https://doi.org/10.1109/ChiCC.2015.7261038

Data mining and event playback on networked information simulation system. / Zhang, Xiaotian; Chen, Chen.
Proceedings of the 34th Chinese Control Conference, CCC 2015. ed. / Qianchuan Zhao; Shirong Liu. IEEE Computer Society, 2015. p. 8855-8859 7261038 (Chinese Control Conference, CCC; Vol. 2015-September).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Chen, Chen

PY - 2015/9/11

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N2 - Jumbled stored data and long playback time have been plagued networked information simulation system. A model that adopts data mining technique to match key data for event playback was proposed to solve these problems. Based on data mining methods, outliers were detected and high-dimensional data cube was integrated. Combined with the algorithm of BP neural network and the technology of N-elements parallel data acquisition, program for event playback has been constructed. By using the model for particular examples, the data storage and playback time of networked information simulation system were proved to be optimized.

AB - Jumbled stored data and long playback time have been plagued networked information simulation system. A model that adopts data mining technique to match key data for event playback was proposed to solve these problems. Based on data mining methods, outliers were detected and high-dimensional data cube was integrated. Combined with the algorithm of BP neural network and the technology of N-elements parallel data acquisition, program for event playback has been constructed. By using the model for particular examples, the data storage and playback time of networked information simulation system were proved to be optimized.

KW - BP Neural Network

KW - Data Cube

KW - Event Playback

KW - High Level Architecture

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T2 - 34th Chinese Control Conference, CCC 2015

Y2 - 28 July 2015 through 30 July 2015

ER -

Data mining and event playback on networked information simulation system

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Keywords

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