Algorithm of scattered data repairing based on neural networks

被引:0
|
作者
Du Libin [1 ]
Sun Jichang [1 ]
Hou Guangli [1 ]
Liu Yan [1 ]
机构
[1] Shandong Acad Sci, Oceanog Instrumentat Inst, Qingdao 266011, Peoples R China
关键词
reverse engineering; data pretreatment; data repairing; neural network;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper researchs the approaches of scattered data pretreatment in reverse engineering and surveys from process of data treatment and data repairing. The self-learning algorithm of the network architecture based on generalization ability has been developed, which can increase the precise of the model reconstructed and decrease the time of data treatment later.
引用
收藏
页码:495 / +
页数:2
相关论文
共 50 条
  • [31] Neural Networks Algorithm Based on Factor Analysis
    Ding, Shifei
    Jia, Weikuan
    Xu, Xinzheng
    Zhu, Hong
    ADVANCES IN NEURAL NETWORKS - ISNN 2010, PT 1, PROCEEDINGS, 2010, 6063 : 319 - 324
  • [32] A SUPERPARALLEL SORTING ALGORITHM BASED ON NEURAL NETWORKS
    TAKEFUJI, Y
    LEE, KC
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1990, 37 (11): : 1425 - 1429
  • [33] Classification algorithm based on constructive neural networks
    Liu, Cheng-Shui
    Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 2009, 40 (03): : 737 - 741
  • [34] An image compression algorithm based on neural networks
    Cierniak, R
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING - ICAISC 2004, 2004, 3070 : 706 - 711
  • [35] Acquisition algorithm for section data of scattered points based on R*-tree
    Sun D.
    Fan Z.
    Zhu C.
    Tian Z.
    Jiangsu Daxue Xuebao (Ziran Kexue Ban)/Journal of Jiangsu University (Natural Science Edition), 2010, 31 (04): : 464 - 468
  • [36] A Neural-based Algorithm for Diagnosis of Networks
    Yigang He Ming Zhou School of Electrical and Information Engineering Hunan University China
    湖南大学学报(自然科学版), 2000, (自然科学版) : 139 - 142
  • [37] Fusion Algorithm Based on Fuzzy Neural Networks
    Natekin, Alexey
    Knoll, Alois
    2013 IEEE 8TH INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING (WISP), 2013, : 43 - 47
  • [38] Video Compression Algorithm Based on Neural Networks
    Cierniak, Robert
    Knop, Michal
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, PT I, 2013, 7894 : 524 - 531
  • [39] Accurate Computation of RIS Scattered Field Patterns Based on Convolutional Neural Networks
    Liu, Yuanzhi
    Sarris, Costas D.
    2024 IEEE INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION AND INC/USNCURSI RADIO SCIENCE MEETING, AP-S/INC-USNC-URSI 2024, 2024, : 1043 - 1044
  • [40] SCATTERED DATA INTERPOLATION BASED UPON GENERALIZED MINIMUM NORM NETWORKS
    POTTMANN, H
    CONSTRUCTIVE APPROXIMATION, 1991, 7 (02) : 247 - 256