Prediction by Artificial Neural Network on China's Freight Traffic from 1995 to 2007

机译：1995年至2007年中国货运地对中国货运的预测

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摘要

The forecasting to a nation's freight and its turnover is an important thing for the development of transportation industry and even national economy. Based on the analysis using Backpropagation Algorithm in artificial neural network and time series forecasting methods in Microsoft Excel to China's transportation volume from 1995 to 2007, the paper try to find the algorithm to effectively predict transportation every year, and then predict the transportation volume of the year 2008.

机译：预测全国运费及其营业额是运输业乃至国民经济发展的重要一点。基于分析在1995年至2007年微软Excel中使用人工神经网络和时间序列预测方法的应用，从1995年到2007年的中国运输量，试图找到每年有效预测运输的算法，然后预测运输量2008年。

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《International Conference on Industrial Engineering and Engineering Management》|2009年||共4页
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作者
YANG Huijun; QI Ershi; WU Juan; ZHAO Shiyi; LIU Xianfeng;
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原文格式 PDF
正文语种
中图分类 TB-53;
关键词
Freight traffic; Freight traffic turnover; BP NN forecasting; Time-series analysis; Forecasting;

机译：货运;货运交通营业额;BP NN预测;时间序列分析;预测;

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专利

1. Limitations of artificial neural networks for traffic prediction in broadband networks [J] . Hall J., Mars P. IEE Proceedings. Part I . 2000,第2期

机译：人工神经网络在宽带网络中进行流量预测的局限性
2. Limitations of artificial neural networks for traffic prediction in broadband networks [J] . J. Hall, R.Mars IEE Proceedings. Part I . 2000,第2期

机译：人工神经网络在宽带网络中进行流量预测的局限性
3. Comparison of Multivariate Regression Models and Artificial Neural Networks for Prediction Highway Traffic Accidents in Spain: A Case Study [J] . Ali Alqatawna, Ana María Rivas álvarez, Santos Sánchez-Cambronero García-Moreno Transportation Research Procedia . 2021,第a期

机译：西班牙预测公路交通事故多元回归模型与人工神经网络的比较 - 以案例研究
4. Prediction by Artificial Neural Network on China's Freight Traffic from 1995 to 2007 [C] . YANG Huijun, Qi Ershi, WU Juan, IEEE international conference on industrial engineering and engineering management;IEEM'2009 . 2009

机译：人工神经网络对1995年至2007年中国货运量的预测
5. Integration of gene predictions using artificial neural networks. [D] . Pan, Youlian. 2002

机译：使用人工神经网络整合基因预测。
6. Prediction model for the risk of osteoporosis incorporating factors of disease history and living habits in physical examination of population in Chongqing Southwest China: based on artificial neural network [O] . Yuqi Wang, Liangxu Wang, Yanli Sun, 2021

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7. Implementation and development of traffic speed and flow prediction through Artificial Neural Networks [O] . Vega-Arteaga Ulises S. 2016

机译：通过人工神经网络实现交通速度和流量预测

Prediction by Artificial Neural Network on China's Freight Traffic from 1995 to 2007

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