Mining quantitative data based on tolerance rough set model

被引：0
|
作者：
Lee, HS [1 ]
Shen, PD
Chyr, WL
Tseng, WK
机构：
[1] Natl Taiwan Ocean Univ, Dept Shipping & Transportat Management, Chilung 202, Taiwan
[2] Ming Chung Univ, Dept Informat Management, Taipei, Taiwan
[3] Ming Chung Univ, Grad Sch Management, Taipei, Taiwan
来源：
KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS | 2005年 / 3681卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Rough set theory has been widely used in knowledge acquisition. However, In conventional application of rough set to numeric data, data must be pre-classified. In this paper, a different approach is introduced to deal with numeric data. We develop a mining algorithm based on fuzzy sets and tolerance rough set model, which offers a way of relating data in their semantics.
引用
收藏
页码：359 / 364
页数：6
相关论文
共 50 条
  • [1] XML Data Mining Model based on Rough Set Theory
    Li Weiping
    Yang Jie
    Wang Gang
    [J]. MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 3446 - +
  • [2] The Data Mining Model of Customer Value Based on Rough Set
    Zhong, Jiaming
    Li, Dingfang
    [J]. ADVANCES IN BUSINESS INTELLIGENCE AND FINANCIAL ENGINEERING, 2008, 5 : 742 - +
  • [3] Research on Customer Value' Data Mining Model Based on Rough Set
    He, Weihong
    Zhong, Jiaming
    Liu, Zhihui
    [J]. 2009 INTERNATIONAL CONFERENCE ON E-BUSINESS AND INFORMATION SYSTEM SECURITY, VOLS 1 AND 2, 2009, : 490 - +
  • [4] A general rough set model based on tolerance
    Xu, BZ
    Hu, XG
    Wang, H
    [J]. PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN, VOL 1, 2004, : 770 - 774
  • [5] Data mining using extensions of the rough set model
    Lingras, PJ
    Yao, YY
    [J]. JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE, 1998, 49 (05): : 415 - 422
  • [6] A proposed framework for rough set based data mining
    Waguih, H
    Rafea, A
    [J]. COMPUTERS AND THEIR APPLICATIONS, 2003, : 198 - 203
  • [7] Research on Data Mining Algorithm Based on Rough Set
    Yang Yongbin
    [J]. MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 3340 - 3346
  • [8] Knowledge Acquisition based on Rough Set and Data Mining
    Guo, Haifeng
    Zhou, Xiaoming
    Zhu, Yulong
    [J]. 2009 INTERNATIONAL CONFERENCE ON FUTURE BIOMEDICAL INFORMATION ENGINEERING (FBIE 2009), 2009, : 126 - +
  • [9] Mass Data Mining Based on Rough Set and AHP
    Zhao, Qingshan
    Meng, Guoyan
    Zheng, Xiaolong
    Liu, Liying
    [J]. 2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 1, 2010, : 744 - 748
  • [10] A data mining algorithm based on rough set theory
    Zhou, CL
    Li, ZG
    Meng, YJ
    Meng, QL
    [J]. ICIA 2004: Proceedings of 2004 International Conference on Information Acquisition, 2004, : 413 - 416
12345