A New Multivariate Markov Chain Model for Adding a New Categorical Data Sequence

被引：1
|
作者：
Wang, Chao [1 ]
Huang, Ting-Zhu [1 ]
Ching, Wai-Ki [2 ]
机构：
[1] Univ Elect Sci & Technol China, Sch Math Sci, Chengdu 611731, Sichuan, Peoples R China
[2] Univ Hong Kong, Dept Math, Adv Modeling & Appl Comp Lab, Hong Kong, Hong Kong, Peoples R China
来源：
MATHEMATICAL PROBLEMS IN ENGINEERING | 2014年 / 2014卷
关键词：
D O I：
10.1155/2014/502808
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
We propose a new multivariate Markov chain model for adding a new categorical data sequence. The number of the parameters in the new multivariate Markov chain model is only partial derivative(3s) less than partial derivative((s + 1)(2)) the number of the parameters in the former multivariate Markov chain model. Numerical experiments demonstrate the benefits of the new multivariate Markov chain model on saving computational resources.
引用
收藏
页数：8
相关论文
共 50 条
  • [41] Higher order multivariate Markov chain model for fuzzy time series
    Suresh, S.
    Kannan, K. Senthamarai
    Venkatesan, P.
    [J]. JOURNAL OF STATISTICS & MANAGEMENT SYSTEMS, 2016, 19 (01): : 21 - 35
  • [42] A new spectral model for binary or categorical-valued time series data
    Lee, HJ
    Foutz, RV
    [J]. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 1997, 58 (03) : 217 - 235
  • [43] A new initialization method for clustering categorical data
    Wu, Shu
    Jiang, Qingshan
    Huang, Joshua Zhexue
    [J]. ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2007, 4426 : 972 - +
  • [44] A New Approach for Calculating Similarity of Categorical Data
    Jin, Cheng Hao
    Li, Xun
    Lee, Yang Koo
    Pok, Gouchol
    Ryu, Keun Ho
    [J]. CONVERGENCE AND HYBRID INFORMATION TECHNOLOGY, 2011, 206 : 584 - +
  • [45] A new initialization method for categorical data clustering
    Cao, Fuyuan
    Liang, Jiye
    Bai, Liang
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (07) : 10223 - 10228
  • [46] New calls blocking analysis in cellular systems based on Markov chain model
    Siddiqui, AA
    Zia, MYI
    Siddiqui, AA
    [J]. 2004 INTERNATIONAL NETWORKING AND COMMUNICATIONS CONFERENCE, PROCEEDINGS, 2004, : 69 - 72
  • [47] A new grey forecasting model based on BP neural network and Markov chain
    Cun-bin Li
    Ke-cheng Wang
    [J]. Journal of Central South University of Technology, 2007, 14 : 713 - 718
  • [48] A new grey forecasting model based on BP neural network and Markov chain
    Li Cun-bin
    Wang Ke-cheng
    [J]. JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY, 2007, 14 (05): : 713 - 718
  • [49] A new grey forecasting model based on BP neural network and Markov chain
    李存斌
    王恪铖
    [J]. Journal of Central South University, 2007, (05) : 713 - 718
  • [50] Implementation of Markov chain: Review and new applications
    Park, Changsoon
    [J]. KOREAN JOURNAL OF APPLIED STATISTICS, 2021, 34 (04) : 537 - 556
12345