A GAT-BiLSTMA Model for Weather-Aware Prediction of Traffic Speed

Bikis A. Muhammed; Ali R. Hurson; Sahra Sedigh Sarvestani; Lasanthi Gamage

doi:10.1109/ITSC58415.2024.10920069

A GAT-BiLSTMA Model for Weather-Aware Prediction of Traffic Speed

Bikis A. Muhammed
, Ali R. Hurson
, Sahra Sedigh Sarvestani
, Lasanthi Gamage

Electrical and Computer Engineering

Missouri University of Science and Technology
Webster University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2024 IEEE 27th International Conference on Intelligent Transportation Systems, ITSC 2024
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	2117-2124
Number of pages	8
ISBN (Electronic)	9798331505929
DOIs	https://doi.org/10.1109/ITSC58415.2024.10920069
State	Published - 2024
Event	27th IEEE International Conference on Intelligent Transportation Systems, ITSC 2024 - Edmonton, Canada Duration: Sep 24 2024 → Sep 27 2024

Publication series

Name	IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
ISSN (Print)	2153-0009
ISSN (Electronic)	2153-0017

Conference

Conference	27th IEEE International Conference on Intelligent Transportation Systems, ITSC 2024
Country/Territory	Canada
City	Edmonton
Period	9/24/24 → 9/27/24

ASJC Scopus Subject Areas

Automotive Engineering
Mechanical Engineering
Computer Science Applications

Access to Document

10.1109/ITSC58415.2024.10920069

Cite this

Muhammed, B. A., Hurson, A. R., Sarvestani, S. S., & Gamage, L. (2024). A GAT-BiLSTMA Model for Weather-Aware Prediction of Traffic Speed. In 2024 IEEE 27th International Conference on Intelligent Transportation Systems, ITSC 2024 (pp. 2117-2124). (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ITSC58415.2024.10920069

A GAT-BiLSTMA Model for Weather-Aware Prediction of Traffic Speed. / Muhammed, Bikis A.; Hurson, Ali R.; Sarvestani, Sahra Sedigh et al.
2024 IEEE 27th International Conference on Intelligent Transportation Systems, ITSC 2024. Institute of Electrical and Electronics Engineers Inc., 2024. p. 2117-2124 (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Muhammed, BA, Hurson, AR , Sarvestani, SS & Gamage, L 2024, A GAT-BiLSTMA Model for Weather-Aware Prediction of Traffic Speed. in 2024 IEEE 27th International Conference on Intelligent Transportation Systems, ITSC 2024. IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, Institute of Electrical and Electronics Engineers Inc., pp. 2117-2124, 27th IEEE International Conference on Intelligent Transportation Systems, ITSC 2024, Edmonton, Canada, 9/24/24. https://doi.org/10.1109/ITSC58415.2024.10920069

Muhammed BA, Hurson AR , Sarvestani SS, Gamage L. A GAT-BiLSTMA Model for Weather-Aware Prediction of Traffic Speed. In 2024 IEEE 27th International Conference on Intelligent Transportation Systems, ITSC 2024. Institute of Electrical and Electronics Engineers Inc. 2024. p. 2117-2124. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC). doi: 10.1109/ITSC58415.2024.10920069

Muhammed, Bikis A. ; Hurson, Ali R. ; Sarvestani, Sahra Sedigh et al. / A GAT-BiLSTMA Model for Weather-Aware Prediction of Traffic Speed. 2024 IEEE 27th International Conference on Intelligent Transportation Systems, ITSC 2024. Institute of Electrical and Electronics Engineers Inc., 2024. pp. 2117-2124 (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

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A GAT-BiLSTMA Model for Weather-Aware Prediction of Traffic Speed

Publication series

Conference

ASJC Scopus Subject Areas

Access to Document

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