Application of grey neural network combined model in electronic commerce sales forecast

被引：0

作者：

Jianxin, Zhu ^{[1
,2
]}

Zhongzhi, Liao ^{[1
,3
]}

机构：

[1] School of Information Engineering, Wuhan University of Technology, Wuhan Hubei, China

[2] School of Business, Nantong University, Nantong Jiangsu, China

[3] School of Electronic and Information Engineering, Nantong Vocational University, astr Nantong Jiangsu, China

来源：

Sensor Letters | 2015年 / 13卷 / 12期

关键词：

Electronic commerce - Forecasting - Sales - System theory;

D O I：

10.1166/sl.2015.3649

中图分类号：

学科分类号：

摘要：

With the rapid development of electronic commerce and the popularization of the technology of cloud application, the information tide of business has already been swept to all walks of life. The application of the grey neural network combined model to the prediction of the temperature data is analyzed. Firstly, the GM (1, 1) model and BP neural network model are described, and then the gray neural network model is introduced to modify the GM (1, 1) by using BP neural network. The experimental results show that the combination model has good prediction accuracy. © 2015 American Scientific Publishers All rights reserved.

引用

页码：1112 / 1117

共 50 条

[1] Research on combined grey neural network model of seasonal forecast
Xing, M.
[J]. Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2001, 21 (01):
[2] Application of Grey Model and Neural Network in Financial Revenue Forecast
Sheng, Yifu
Zhang, Jianjun
Tan, Wenwu
Wu, Jiang
Lin, Haijun
Sun, Guang
Guo, Peng
[J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 69 (03): : 4043 - 4059
[3] Application of DM and Combined Grey Neural Network in E-Commerce Data Transmission
Qu, Zhiming
[J]. SIXTH INTERNATIONAL SYMPOSIUM ON NEURAL NETWORKS (ISNN 2009), 2009, 56 : 685 - 692
[4] A combined grey neural network model and its application in data mining
Zhu C.
Li S.
Wu L.
Hao Z.
[J]. Journal of Convergence Information Technology, 2011, 6 (07) : 94 - 101
[5] The application of a grey-neutral combined model to landslide forecast
Feng, Yong
[J]. PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, PROCEEDINGS, 2007, : 244 - 247
[6] Sales Forecast of Marketing Brand Based on BP Neural Network Model
Feng, Wei
[J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
[7] Forecast Real Estate Sales Based on the BP Neural Network Model
Xu, Yongge
Li, Kang
[J]. INTERNATIONAL CONFERENCE ON ENGINEERING AND BUSINESS MANAGEMENT (EBM2011), VOLS 1-6, 2011, : 1675 - 1679
[8] Application of Data mining Technique in Data Transmission of E-Commerce Based on Combined Grey Neural Network
Shi Sanyuan
Zuo Yongmei
[J]. 2009 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL II, 2009, : 403 - 406
[9] Research on Prediction Model of Car Sales based on Grey Neural Network
Cao, Shouqi
Zhu, Yawen
[J]. ENGINEERING SOLUTIONS FOR MANUFACTURING PROCESSES IV, PTS 1 AND 2, 2014, 889-890 : 1569 - 1573
[10] FORECAST OF LOGISTICS DEMAND BASED ON GREY DEEP NEURAL NETWORK MODEL
Yuan, Wen-Jing
Chen, Jian-Hua
Cao, Jing-Jing
Jin, Ze-Yi
[J]. PROCEEDINGS OF 2018 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOL 1, 2018, : 251 - 256

← 1 2 3 4 5 →