Search Results for author: Shen-Lung Tung

Found 2 papers, 1 papers with code

TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling

no code implementations6 Jan 2024 ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu

To address the limitations of traffic prediction from location-bound detectors, we present Geographical Cellular Traffic (GCT) flow, a novel data source that leverages the extensive coverage of cellular traffic to capture mobility patterns.

Traffic Prediction

Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic

1 code implementation18 Aug 2021 Chung-Yi Lin, Hung-Ting Su, Shen-Lung Tung, Winston H. Hsu

Furthermore, we propose a new model for multivariate spatial-temporal prediction, mainly consisting of two extending graph attention networks (GAT).

Graph Attention

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