Data Mining and Event Playback on Networked Information Simulation System

被引：0
|
作者：
Zhang Xiaotian [1 ,2 ]
Chen Chen [1 ,2 ]
机构：
[1] Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China
[2] Minist Educ, Key Lab Complex Syst Intelligent Control & Decis, Beijing 100081, Peoples R China
来源：
2015 34TH CHINESE CONTROL CONFERENCE (CCC) | 2015年
关键词：
Event Playback; Data Cube; BP Neural Network; High Level Architecture;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
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.
引用
收藏
页码：8855 / 8859
页数：5
相关论文
共 50 条
  • [1] Data Mining with Cellular Discrete Event Modeling and Simulation
    Jafer, Shafagh
    Jafer, Yasser
    Wainer, Gabriel
    45TH ANNUAL SIMULATION SYMPOSIUM 2012 (ANSS 2012), 2012, 44 (02): : 32 - 39
  • [2] Healthcare Information System and Data Mining
    Kuo, Nai-Wen
    RECENT TRENDS IN MATERIALS AND MECHANICAL ENGINEERING MATERIALS, MECHATRONICS AND AUTOMATION, PTS 1-3, 2011, 55-57 : 561 - 566
  • [3] Modelling and mining of networked information spaces
    Aiello, William
    Broder, Andrei
    Janssen, Jeannette
    Milios, Evangelos
    ALGORITHMS AND MODELS FOR THE WEB-GRAPH, 2008, 4936 : 1 - +
  • [4] Information-preserving abstractions of event data in process mining
    Sander J. J. Leemans
    Dirk Fahland
    Knowledge and Information Systems, 2020, 62 : 1143 - 1197
  • [5] Information-preserving abstractions of event data in process mining
    Leemans, Sander J. J.
    Fahland, Dirk
    KNOWLEDGE AND INFORMATION SYSTEMS, 2020, 62 (03) : 1143 - 1197
  • [6] A PLAYBACK SYSTEM FOR FLIGHT SURVEILLANCE INFORMATION
    Yang, Jun
    Wang, Wanwei
    Xu, Hui
    Zhang, Zhe
    Han, Ping
    2018 INTEGRATED COMMUNICATIONS, NAVIGATION, SURVEILLANCE CONFERENCE (ICNS), 2018,
  • [7] Event-triggered networked predictive control of system with data loss
    Wang, Quan
    Zou, Yuanyuan
    Wang, Shaobo
    COGENT ENGINEERING, 2016, 3 (01):
  • [8] Effective Data Mining for a Transportation Information System
    Haluzova, P.
    ACTA POLYTECHNICA, 2008, 48 (01) : 24 - 29
  • [9] Complex networks and networked data mining
    Li, DY
    Chen, GS
    Cao, BH
    ADVANCED DATA MINING AND APPLICATIONS, PROCEEDINGS, 2005, 3584 : 10 - 12
  • [10] Integration of Complex System Simulation and Data Mining
    Zhang, Fa
    2021 3RD INTERNATIONAL CONFERENCE ON MACHINE LEARNING, BIG DATA AND BUSINESS INTELLIGENCE (MLBDBI 2021), 2021, : 301 - 304
12345