The data mining of time-series of flow supply chain based on time-delayed NNET

被引:0
|
作者
Peng, C [1 ]
Yue, D [1 ]
Xu, SF [1 ]
机构
[1] Nan Jing Normal Univ, Dept Control Theory & Engn, Nanjing, Peoples R China
来源
2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS | 2002年
关键词
time-delayed NNET; flow supply chain; data mining; knowledge chain;
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
In this paper, aiming at the question of knowledge discovery of the large qualities of time-series data in continuous flow supply chain, the project of KDD based on the integrated information is presented and the time-delayed NN is applied. In the premise of integration of the network data, the program of Visual Basic is used to distilling data and VB engine is cited, NNET tools of MATLAB are utilized to finding the pattern of time-series, forecasting the rules of data, supervising the optimizing operation of supply chain.
引用
收藏
页码:2016 / 2020
页数:5
相关论文
共 50 条
  • [41] Applications of Data Mining to Time Series of Electrical Disturbance Data
    Cornforth, David
    2009 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, VOLS 1-8, 2009, : 2179 - 2186
  • [42] Research on vector symbolization of traffic flow time series by data mining oriented method
    Zhang, Y
    Zhang, GH
    Ren, JT
    Zhang, Z
    2003 IEEE INTELLIGENT TRANSPORTATION SYSTEMS PROCEEDINGS, VOLS. 1 & 2, 2003, : 188 - 192
  • [43] Time Series Qlet : Invariant Approach for Data Mining
    Anand, Abhishek
    Padmanabhan, Vineet
    2013 SIXTH INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING (IC3), 2013, : 24 - 29
  • [44] Research on feature engineering for time series data mining
    Li, Lei
    Ou, Yihang
    Wu, Yabin
    Li, Qi
    Chen, Daoxin
    PROCEEDINGS OF 2018 INTERNATIONAL CONFERENCE ON NETWORK INFRASTRUCTURE AND DIGITAL CONTENT (IEEE IC-NIDC), 2018, : 431 - 435
  • [45] An efficient distance metric for time series data mining
    Shi, Yu-Qing
    Zhu, Yue-Long
    MANUFACTURING AND ENGINEERING TECHNOLOGY, 2015, : 471 - 474
  • [46] A data mining algorithm of time series and the application on traffic
    Wang, Xiaoye
    Zhang, Hua
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 499 - 502
  • [47] Data mining on business time series: An empirical analysis
    Zhu, HM
    Han, YQ
    SERVICE SYSTEMS AND SERVICE MANAGEMENT - PROCEEDINGS OF ICSSSM '04, VOLS 1 AND 2, 2004, : 519 - 523
  • [48] Outlier data mining of multivariate time series based on association rule mapping
    Qin Y.
    Min G.
    International Journal of Internet Manufacturing and Services, 2020, 7 (1-2) : 83 - 96
  • [49] Summary of Clustering Research in Time Series Data Mining
    Li H.
    Zhang L.
    Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China, 2022, 51 (03): : 416 - 424
  • [50] Process Data Mining Based on Rough-set time series analysis
    Yang, Guijun
    2009 INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND TECHNOLOGY, VOL II, PROCEEDINGS, 2009, : 428 - 432