City traffic forecast based on deep learning

In this paper the long-term and short-term memory(LSTM)model and the DeepST-ResNet model were both studied and analyzed. Based on the real data of Xi' an Didi travel, the above models were compared and tested to analyze the advantages and disadvantages of each model according to which a better...

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Bibliographic Details
Main Authors: WANG Mengyuan, ZHAI Xi, WANG Bin
Format: Article
Language:English
Published: Academic Journals Center of Shanghai Normal University 2021-01-01
Series:Journal of Shanghai Normal University (Natural Sciences)
Subjects:
Online Access:http://qktg.shnu.edu.cn/zrb/shsfqkszrb/ch/reader/view_abstract.aspx?file_no=20210117