Investigation and Application of Feature Extraction Based on Rough Set Theory

被引:0
|
作者
Tang, Zhi-hang [1 ,2 ]
Zhang, Jing [2 ]
Li, Rong-jun [1 ]
机构
[1] S China Univ Technol, Coll Business Administer, Guangzhou 510640, Guangdong, Peoples R China
[2] Hunan Inst Engn, Sch Comp & Commun, Xiangtan 411104, Peoples R China
来源
ADVANCED RESEARCH ON ELECTRONIC COMMERCE, WEB APPLICATION, AND COMMUNICATION, PT 2 | 2011年 / 144卷
关键词
Rough set; Feature Extraction; Attribute reduction;
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
With the rapid development of computer technologies and a broad spectrum of applications of database management systems, the accumulated data in modem life are far beyond our normal capabilities in analyzing and understanding them without the use of automated analysis technologies. Rough Sets and Fuzzy Sets theories can be used to investigate imprecise and incomplete information, and to observe, test and reason data. This work applies degree of connection in sets pair analysis to Rough Sets Theory, and explores the relationship between rough-degree of connection and cardinal of rough lower/upper approximation.
引用
收藏
页码:195 / +
页数:2
相关论文
共 50 条
  • [21] Propeller design rule extraction based on rough set theory
    Hu B.
    Gao Y.
    Wei B.
    Hangkong Dongli Xuebao/Journal of Aerospace Power, 2023, 38 (08): : 1901 - 1908
  • [22] Uncertainty and Feature Selection in Rough Set Theory
    Liang, Jiye
    ROUGH SETS AND KNOWLEDGE TECHNOLOGY, 2011, 6954 : 8 - 15
  • [23] Using a Novel Merit for Feature Selection Based on Rough Set Theory
    Mohtashami, Mohammad
    Eftekhari, Mahdi
    2018 6TH IRANIAN JOINT CONGRESS ON FUZZY AND INTELLIGENT SYSTEMS (CFIS), 2018, : 68 - 70
  • [24] An approach for selective ensemble feature selection based on rough set theory
    Yang, Yong
    Wang, Guoyin
    He, Kun
    ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS, 2007, 4481 : 518 - +
  • [25] Feature Selection Based on Ant Colony Optimization and Rough Set Theory
    He, Ming
    ISCSCT 2008: INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND COMPUTATIONAL TECHNOLOGY, VOL 1, PROCEEDINGS, 2008, : 247 - 250
  • [26] Signature Verification Using Rough Set Theory Based Feature Selection
    Das, Sanghamitra
    Roy, Abhinab
    COMPUTATIONAL INTELLIGENCE IN DATA MINING, CIDM, VOL 2, 2016, 411 : 153 - 161
  • [27] Investigation and Application of Extension Data Mining Based on Rough Set
    Tang Zhi-hang
    Yang Bao-an
    2009 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING (16TH), VOLS I AND II, CONFERENCE PROCEEDINGS, 2009, : 112 - 118
  • [28] Extraction of domain knowledge from databases based on rough set theory
    Tsumoto, S
    Tanaka, H
    FUZZ-IEEE '96 - PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 1996, : 748 - 754
  • [29] Review on Application of Rough Set Theory
    Yan, Hua
    MANUFACTURING PROCESS AND EQUIPMENT, PTS 1-4, 2013, 694-697 : 2905 - 2909
  • [30] Feature extraction based on fuzzy set theory for handwriting recognition
    Gomes, NR
    Ling, LL
    SIXTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, PROCEEDINGS, 2001, : 655 - 659