Research on Discretization Algorithm of Continuous Attribute Based on PCNN in a Bridge Erecting Machine Safety Monitoring System

被引：0
|
作者：
Chen, Na [1 ]
Yang, Shaopu [2 ]
Pan, Cunzhi [2 ]
Guo, Erfu [2 ]
机构：
[1] Beijing Jiaotong Univ, Sch Mech Elect & Control Engn, Beijing, Peoples R China
[2] Shijiazhuang Tiedao Univ, Shijiazhuang, Peoples R China
来源：
APPLIED INFORMATICS AND COMMUNICATION, PT 2 | 2011年 / 225卷
关键词：
PCNN (Pulse Coupled Neural Network); discretization; a bridge erecting machine; safety monitoring; Rough Sets;
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：
PCNN (Pulse Coupled Neural Network) model is suitable for implementing clustering algorithm because of its unique neighbor coupled feature. This paper presented a new discretization algorithm of continuous attribute based on simplified PCNN model. Measured signals of the bridge erecting machine safety monitoring system are computed on this algorithm. Then decision rules are gained by using Rough Sets model to analyze the discretized result, among which the ratio of deterministic rules is 100 percent. Obviously it improves the certainty of decision and analysis better.
引用
收藏
页码：708 / +
页数：2
相关论文
共 50 条
  • [1] Research on Discretization Algorithm of Continuous Attribute based on PCNN in a Bridge Erecting Machine Safety Monitoring System
    Chen, Na
    Chen, Na
    Yang, Shaopu
    Pan, Cunzhi
    Guo, Erfu
    2010 THE 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION (PACIIA2010), VOL II, 2010, : 433 - 435
  • [2] Continuous Attribute Discretization Based on Quantum PSO Algorithm
    Chi, Yue
    Dong, Yao
    Xia, Kewen
    Shi, Jin
    2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 6187 - +
  • [3] Research on discretization of continuous attribute and attribute reduction based on united entropy
    Software Technology Institute, Dalian Jiaotong University, Dalian 116028, China
    不详
    Intl. J. Adv. Comput. Technolog., 2012, 18 (441-449):
  • [4] Research and application of bridge safety monitoring system based on GNSS
    An, Qing
    Rao, Lang
    Wu, Shusen
    2021 INTERNATIONAL CONFERENCE ON IMAGE, VIDEO PROCESSING, AND ARTIFICIAL INTELLIGENCE, 2021, 12076
  • [5] Continuous Attribute Discretization Algorithm of Rough Set Based on K-means
    Xing Xiaoxue
    Guan Xiuli
    Shang Weiwei
    PROCEEDINGS OF 2014 IEEE WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS (WARTIA), 2014, : 1384 - 1387
  • [6] Research on Bridge Health and Safety Monitoring System
    Fan Xiaochun
    QUANTUM, NANO, MICRO AND INFORMATION TECHNOLOGIES, 2011, 39 : 131 - 135
  • [7] Information system continuous attribute discretization based on binary particle swarm optimization
    Yang, Huizhong
    Wang, Junxia
    Shao, Xinguang
    Wang, Nam Sun
    FOURTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 3, PROCEEDINGS, 2007, : 173 - +
  • [8] Research on the bridge safety monitoring system Based on Wi-Fi network technology
    Jiang, Genmou
    Song, Jinbo
    VIBRATION, STRUCTURAL ENGINEERING AND MEASUREMENT II, PTS 1-3, 2012, 226-228 : 1535 - +
  • [9] Research on a distributive network system for the safety monitoring of bridge structure
    Zhang, Song
    Wuhan Ligong Daxue Xuebao/Journal of Wuhan University of Technology, 2007, 29 (11): : 115 - 118
  • [10] On the discretization algorithm based on fuzzy rough set for continuous system variables
    Zhang, Hua-Guang
    Xu, Yue
    Sun, Qiu-Ye
    Dongbei Daxue Xuebao/Journal of Northeastern University, 2008, 29 (01): : 1 - 4
12345