Finally, evaluate the actual performance of the traffic flow forecasting system.
最后，对开发的交通流预测系统的实际性能进行评价。
At last, the traffic flow forecasting data were obtained by an inverse transform.
最后将其转换为交通流量数据，得到预测结果。
The traffic flow forecasting is the hot spot in the research of the traffic flow guidance.
在交通流诱导中，交通流量的预测是研究热点。
Research on Dynamic Traffic Flow Forecasting Model and Algorithm in Large Scale Transportation Network;
提出了大规模网络中一种基于相似度的异常检测模型。
Traffic flow forecasting is one of the important issues for the research of Intelligent Transportation System.
交通流量预测是智能交通系统研究的一个重要课题。
Secondly, under the guidance of data mining, make a detailed software design of traffic flow forecasting system.
其次，以数据挖掘技术为指导思想，对交通流预测系统进行详细的软件设计。
Traffic flow forecasting is one of the important issues for the research of Intelligent Transportation System (ITS).
交通流量预测是智能交通系统(its)研究的一个重要课题。
Traffic flow forecasting is one kernel study in Intelligent Transportation System and a research focus in traffic engineering field.
短时交通量预测是智能运输系统的核心研究内容之一，已成为交通工程领域重点研究课题。
On this basis, through experiments in DLBFG support, the performance of grid-based traffic flow forecasting has been remarkably improved.
在此基础之上，通过实验验证了在负载平衡框架DLBFG支持下，基于网格的交通流预测的性能得到了明显的提升。
There are many factors that can influence the traffic flow, all of these results in the difficulties of real-time traffic flow forecasting.
由于影响交通流量的因素众多，这就给交通流量预测，尤其是短时的交通流量预测带来了困难。
In this paper, first, according to development goals of traffic flow forecasting system, makes a specific system design requirements analysis report.
本文首先根据交通流预测系统的开发目标，进行具体的系统设计需求分析。
The traffic flow forecasting model based on neural network has been applied widely in its because of its high forecasting accuracy and self-learning ability.
基于神经网络的交通流预测模型已被广泛应用于ITS由于其较高的预测精度和自我学习能力。
Traffic flow forecasting has become an emphasis question for discussion in traffic engineering domain and one kernel study in Intelligent Transportation System.
交通量预测分析已成为交通工程领域重点研究课题，智能运输系统的核心研究内容之一。
Accurate short-term traffic flow forecasting is becoming a crucial step in its research, especially, for its Advanced traffic Management System and Advanced Traveler Information System research.
及时准确地进行交通流短时预测是智能交通系统，尤其是其先进的交通管理系统与先进的出行者信息系统研究的关键内容之一。
Results of the test using field data show that the spline fitting can make a better compromise of best fitting and smoothness, and the algorithm performs better in short-term traffic flow forecasting.
经过实测数据仿真试验表明，样条拟合能较好地兼顾最优拟合与曲线光滑度的选择，算法的预测效果良好。
The identification of chaos in the real traffic flow can provide theoretical guidance for forecasting and control of real traffic flow.
通过对实测交通流进行混沌判别，可以为实际交通流的预测和控制提供理论指导。
The identification of chaos in traffic flow can provide theoretical guidance for forecasting and control of real traffic flow.
对交通流进行混沌判别，可以为实际交通流的预测和控制提供理论指导。
In traffic field, Neural Network has good advantage in the non-linear Neural Network, and it 's specially good at problem perfectly solving the traffic in the field of the forward flow forecasting.
神经网络可以很好的解决交通领域内的非线性问题，其中前向型神经网络特别适合对交通流的预测。
The forecasting of highway OD traffic flow is the basis to process the regional highway network planning.
公路交通OD流量预测是进行公路网规划的重要依据。
By analyzing the forecasting results of Shanghai's traffic flow in 2009, it is shown that the proposed method can improve the accuracy of forecast.
通过对2009年上海城市交通流量预测结果的分析，证明该方法可提高预测准确度。
By analyzing the forecasting results of Shanghai's traffic flow in 2009, it is shown that the proposed method can improve the accuracy of forecast.
通过对2009年上海城市交通流量预测结果的分析，证明该方法可提高预测准确度。
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