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

来源：

ICEMI 2007: PROCEEDINGS OF 2007 8TH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOL III | 2007年

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

页码：495 / +

页数：2

共 50 条

[1] Approximation by neural networks with scattered data
Lin, Shaobo
Guo, Xiaofei
Cao, Feilong
Xu, Zongben
APPLIED MATHEMATICS AND COMPUTATION, 2013, 224 : 29 - 35
[2] Scattered data approximation by neural networks operators
Chen, Zhixiang
Cao, Feilong
NEUROCOMPUTING, 2016, 190 : 237 - 242
[3] Repairing Misclassifications in Neural Networks Using Limited Data
Henriksen, Patrick
Leofante, Francesco
Lomuscio, Alessio
37TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, 2022, : 1031 - 1038
[4] Data mining algorithm based on fuzzy neural networks
Wu, Yi-Fan
Changsha Dianli Xueyuan Xuebao/Journal of Changsha University of Electric Power, 2002, 17 (04):
[5] A Data Processing In Engineering Based On Genetic Algorithm and neural networks
Yang, TM
Xiong, XY
Xiong, SB
ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS, 2003, : 1131 - 1133
[6] Neural networks trained by scattered electromagnetic data for GPR applications
Caorsi, S
Cevini, G
PROCEEDINGS OF THE 2ND INTERNATIONAL WORKSHOP ON ADVANCED GROUND PENETRATING RADAR, 2003, : 228 - 233
[7] Functional modelling of large scattered data sets using neural networks
Meng, Q.
Li, B.
Costen, N.
Holstein, H.
ARTIFICIAL NEURAL NETWORKS - ICANN 2007, PT 1, PROCEEDINGS, 2007, 4668 : 441 - +
[8] Data fusion algorithm based on functional link artificial neural networks
Zhang, Jiawei
Wang, Keqi
Yue, Qi
WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 2806 - +
[9] Towards Repairing Neural Networks Correctly
Dong, Guoliang
Sun, Jun
Wang, Xingen
Wang, Xinyu
Dai, Ting
2021 IEEE 21ST INTERNATIONAL CONFERENCE ON SOFTWARE QUALITY, RELIABILITY AND SECURITY (QRS 2021), 2021, : 714 - 725
[10] On the order of approximation by periodic neural networks based on scattered nodes
Guanzhen Z.
Applied Mathematics-A Journal of Chinese Universities, 2005, 20 (3) : 352 - 362

← 1 2 3 4 5 →