Pre-Trained Bidirectional Temporal Representation for Crowd Flows Prediction in Regular Region

Deep learning-based methods for predicting spatial-temporal data such as crowd flows need to consider both spatial dependency and temporal dependency. Previous research mainly focused on modeling spatial dependency, whereas studies on temporal dependency are few. Existing finite deep learning-based...

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Bibliographic Details
Main Authors: Wenying Duan, Liu Jiang, Ning Wang, Hong Rao
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8854786/