ATTRIBUTE REDUCTION AND APPLICATION OF PROBABILITY ROUGH SET BASED ON INFORMATION ENTROPY

被引：0
|
作者：
Wang, Hua [1 ]
Liu, Bingxiang [1 ]
机构：
[1] Jingdezhen Ceram Inst, Inst Informat Engn, Jingdezhen 333403, Peoples R China
来源：
INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE & TECHNOLOGY, PROCEEDINGS | 2009年
关键词：
Probability Rough Set; Information Entropy; Attribute Reduction;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The model of probability rough set can take full advantage of the border regions of similar statistical information, and given the concept of a more complete portrait, then we can extract with an uncertainty factor of the decision-making rules. The attribute reduction algorithm based on information entropy is applied to the probability of rough set model by the author. This model will be applied to the classification of meteorological information and obtained good results.
引用
收藏
页码：223 / 225
页数：3
相关论文
共 50 条
  • [21] Attribute reduction based on improved information entropy
    Liang, Baohua
    Wang, Lin
    Liu, Yong
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 36 (01) : 709 - 718
  • [22] Attribute reduction algorithm of neighborhood rough set based on supervised granulation and its application
    Li Zou
    Siyuan Ren
    Yibo Sun
    Xinhua Yang
    Soft Computing, 2023, 27 : 1565 - 1582
  • [23] Attribute reduction algorithm of neighborhood rough set based on supervised granulation and its application
    Zou, Li
    Ren, Siyuan
    Sun, Yibo
    Yang, Xinhua
    SOFT COMPUTING, 2023, 27 (03) : 1565 - 1582
  • [24] Attribute reduction based on improved information entropy
    Liang, Baohua
    Ruan, Fei
    Liu, Yun
    THIRD INTERNATIONAL WORKSHOP ON PATTERN RECOGNITION, 2018, 10828
  • [25] Information entropy based attribute reduction for incomplete heterogeneous data
    Wang, Pei
    Qu, Liangdong
    Zhang, Qinli
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2022, 43 (01) : 219 - 236
  • [26] Entropy measurement for a hybrid information system with images: an application in attribute reduction
    Zhaowen Li
    Yiying Chen
    Gangqiang Zhang
    Liangdong Qu
    Ningxin Xie
    Soft Computing, 2022, 26 : 11243 - 11263
  • [27] Spectral Clustering with Neighborhood Attribute Reduction Based on Information Entropy
    Jia, Hongjie
    Ding, Shifei
    Ma, Heng
    Xing, Wanqiu
    JOURNAL OF COMPUTERS, 2014, 9 (06) : 1316 - 1324
  • [28] Maximum decision entropy-based attribute reduction in decision-theoretic rough set model
    Gao, Can
    Lai, Zhihui
    Zhou, Jie
    Zhao, Cairong
    Miao, Duoqian
    KNOWLEDGE-BASED SYSTEMS, 2018, 143 : 179 - 191
  • [29] Rough set based attribute reduction approach in data mining
    Li, K
    Liu, YS
    2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS, 2002, : 60 - 63
  • [30] New Heuristic Attribute Reduction Algorithm Based on Rough Set
    Fang, Weiwei
    Yang, Bingru
    Zhou, Changsheng
    Hou, Wei
    2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 3936 - +
12345