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

[11] ON THE ORDER OF APPROXIMATION BY PERIODIC NEURAL NETWORKS BASED ON SCATTERED NODES
Zhou Guanzhen Dept. of Math.
Applied Mathematics:A Journal of Chinese Universities, 2005, (03) : 352 - 362
[12] DeepPatch: A Patching-Based Method for Repairing Deep Neural Networks
Bu, Hao
Sun, Meng
2023 IEEE/ACM INTERNATIONAL WORKSHOP ON DEEP LEARNING FOR TESTING AND TESTING FOR DEEP LEARNING, DEEPTEST, 2023, : 25 - 32
[13] A neural networks algorithm for data path synthesis
Harmanani, HM
COMPUTERS & ELECTRICAL ENGINEERING, 2003, 29 (04) : 535 - 551
[14] The scattered data interpolation procedure based on a counterpropagation neural network
Lukaszyk, S
COMPUTATIONAL ENGINEERING USING METAPHORS FROM NATURE, 2000, : 59 - 63
[15] A neural networks based paging algorithm
Ortiz, S
Alliana, A
Benza, F
Luca, C
6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL VI, PROCEEDINGS: INDUSTRIAL SYSTEMS AND ENGINEERING I, 2002, : 103 - 107
[16] Reconstruction of Scattered Images with Neural Networks
Schuschies, Antje
Kabardiadi-Virkovski, Alexander
Mitiaev, Aleksandr
Baselt, Tobias
Hartmann, Peter
EMERGING TECHNOLOGIES FOR CELL AND TISSUE CHARACTERIZATION, 2021, 11921
[17] LRP-GUS: A Visual Based Data Reduction Algorithm for Neural Networks
Guibert, Arnaud
Hurter, Christophe
Couellan, Nicolas
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING, ICANN 2023, PT V, 2023, 14258 : 337 - 349
[18] A Constructive Learning Algorithm Based on Division of Training Data for Multilayer Neural Networks
Uno, T.
Koakutsu, S.
Hirata, H.
Denki Gakkai Ronbunshi. C, Erekutoronikusu Joho Kogaku, Shisutemu, 116 (10):
[19] A hybrid location algorithm based on BP neural networks with multilayer data fusion
Zhao, Ping
Li, Lingyan
Shi, Haoshan
ICNC 2007: THIRD INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 1, PROCEEDINGS, 2007, : 366 - +
[20] A RBF Neural Network Based Data Aggregation Algorithm for Wireless Sensor Networks
Wang, Jin
Wang, Kai
Cao, Yiquan
Younn, Geumran
Kim, Jeong-Uk
FUZZY SYSTEMS AND DATA MINING III (FSDM 2017), 2017, 299 : 428 - 433

← 1 2 3 4 5 →