The Algorithm of Generating a Decision Tree Based on Knowledge Dependence

被引：0
|
作者：
Ye, Mingfeng [1 ]
机构：
[1] Heilongjiang Univ Sci & Technol, Dept Comp & Informat Engn, Harbin 150027, Peoples R China
来源：
INTERNATIONAL CONFERENCE ON ELECTRICAL AND CONTROL ENGINEERING (ICECE 2015) | 2015年
关键词：
decision tree; formulation method; knowledge reliability;
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：
This paper studies the methods of progressing massive data It puts forward the attribute reduction algorithm based on knowledge dependence with rough set theory, this algorithm can find quickly the attributes which are relative with decision truly. Above that, it puts forward the algorithm of generating a decision tree on knowledge dependence, this algorithm is practical for a single decision information system.
引用
收藏
页码：615 / 618
页数：4
相关论文
共 50 条
  • [1] An algorithm for generating fuzzy decision tree based on center of gravity
    Huang, Dong-Mei
    Yang, Jie
    Li, Ya-Min
    Li, Chun-Lan
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 485 - +
  • [2] An Algorithm of Decision-tree Generating Automatically Based on Classification
    Hu, Lihong
    Yu, Zifan
    Liu, Yanfang
    PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL I, 2009, : 823 - +
  • [3] An improved decision tree algorithm based on hierarchical neighborhood dependence
    Lai, Jianying
    Liu, Caihui
    Lin, Bowen
    Miao, Duoqian
    Soft Computing, 2024, 28 (17-18) : 9179 - 9189
  • [4] Decision tree algorithm based on sampling
    Song Xudong
    Cheng Xiaolan
    2007 IFIP INTERNATIONAL CONFERENCE ON NETWORK AND PARALLEL COMPUTING WORKSHOPS, PROCEEDINGS, 2007, : 689 - +
  • [5] Financial Management and Decision Based on Decision Tree Algorithm
    Maozhu Jin
    Hua Wang
    Qian Zhang
    Cheng Luo
    Wireless Personal Communications, 2018, 102 : 2869 - 2884
  • [6] Financial Management and Decision Based on Decision Tree Algorithm
    Jin, Maozhu
    Wang, Hua
    Zhang, Qian
    Luo, Cheng
    WIRELESS PERSONAL COMMUNICATIONS, 2018, 102 (04) : 2869 - 2884
  • [7] Implementation of Decision Tree Algorithm to Classify Knowledge Quality in a Knowledge Intensive System
    Kaun, Casper
    Jhanjhi, N. Z.
    Goh, Wei Wei
    Sukumaran, Sanath
    14TH INTERNATIONAL ENGINEERING AND COMPUTING RESEARCH CONFERENCE SHAPING THE FUTURE THROUGH MULTIDISCIPLINARY RESEARCH (EURECA 2020), 2021, 335
  • [8] Stream Classification Algorithm Based on Decision Tree
    Guo, Jinlin
    Wang, Haoran
    Li, Xinwei
    Zhang, Li
    MOBILE INFORMATION SYSTEMS, 2021, 2021
  • [9] Decision tree algorithm based on Rough set
    Qiao, Mei
    Han, Wen-Xiu
    Tianjin Daxue Xuebao (Ziran Kexue yu Gongcheng Jishu Ban)/Journal of Tianjin University Science and Technology, 2005, 38 (09): : 842 - 846
  • [10] A classification algorithm based on the complete decision tree
    Djukova E.V.
    Peskov N.V.
    Pattern Recognition and Image Analysis, 2007, 17 (3) : 363 - 367
12345