常态交通流预测

常态交通流预测产品由北京工业大学和北京菱云科技联合成立的交通部重点实验室创新中心研发。通过对历史交通流数据的时空特性分析,利用数据挖掘领域的相关知识寻求与当前交通流特性最为相似的历史曲线,并以其为基础来获得交通流预测值。

The normal traffic flow prediction product was developed by the Innovation Center of the Key Laboratory of the Ministry of Transport, which was co-founded by Beijing University of Technology and Beijing Lingyun Technology Co., Ltd. By analyzing the spatiotemporal characteristics of historical traffic flow data, this product leverages relevant knowledge from the field of data mining to identify historical traffic flow curves that are most similar to the current traffic flow characteristics, and then generates traffic flow prediction values based on these similar curves.

搜集汇总

背景与挑战

背景概述

常态交通流预测数据集由北京工业大学和北京菱云科技联合研发，专注于通过历史交通流数据的时空特性分析和数据挖掘技术进行交通流预测。