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Works (8)

A graph-based approach for traffic prediction using similarity and causal relations between nodes

Knowledge-Based Systems
2024-07 | Journal article
DOI: 10.1016/j.knosys.2024.111913
Contributors: Alkilane Khaled; Alfateh M. Tag Elsir; Pengfei Wang; Yanming Shen; Qiang Zhang
Source: check_circle
Crossref

HLGST: Hybrid local–global spatio-temporal model for travel time estimation using Siamese graph convolutional with triplet networks

Expert Systems with Applications
2023-11 | Journal article | Author
DOI: 10.1016/j.eswa.2023.120502
Part of ISSN: 0957-4174
Contributors: ALFATEH M. TAG ELSIR ; KHALED ALKILANE; Yanming Shen
Source: Self-asserted source
ALFATEH M. TAG ELSIR
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Triplet-contrastive Periodical Siamese Graph Networks for Travel Time Estimation

2023 International Joint Conference on Neural Networks (IJCNN)
2023-06-18 | Conference paper
DOI: 10.1109/ijcnn54540.2023.10191875
Contributors: Alfateh M. Tag Elsir; Alkilane Khaled; Yanming Shen
Source: Self-asserted source
ALFATEH M. TAG ELSIR

STTG-TTE: spatial–temporal gated multi-modality approach for travel time estimation based on temporal convolutional networks

Neural Computing and Applications
2023-03 | Journal article
DOI: 10.1007/s00521-022-07977-w
Part of ISSN: 0941-0643
Part of ISSN: 1433-3058
Contributors: Alfateh M. Tag Elsir; Alkilane Khaled; Yanming Shen
Source: Self-asserted source
ALFATEH M. TAG ELSIR

Travel time prediction based on route links’ similarity

Neural Computing and Applications
2023-02 | Journal article
DOI: 10.1007/s00521-022-07926-7
Part of ISSN: 0941-0643
Part of ISSN: 1433-3058
Contributors: Khaled Alkilane; M. Tag Elsir Alfateh; Shen Yanming
Source: Self-asserted source
ALFATEH M. TAG ELSIR

TFGAN: Traffic forecasting using generative adversarial network with multi-graph convolutional network

Knowledge-Based Systems
2022-08 | Journal article
DOI: 10.1016/j.knosys.2022.108990
Part of ISSN: 0950-7051
Contributors: KHALED ALKILANE; Alfateh M. Tag Elsir; Yanming Shen
Source: Self-asserted source
ALFATEH M. TAG ELSIR

JSTC: Travel Time Prediction with a Joint Spatial-Temporal Correlation Mechanism

Journal of Advanced Transportation
2022-05-23 | Journal article
DOI: 10.1155/2022/1213221
Contributors: Alfateh M. Tag Elsir; Alkilane Khaled; Pengfei Wang; Yanming Shen; Lijun Sun
Source: check_circle
Crossref

GSTA: gated spatial–temporal attention approach for travel time prediction

Neural Computing and Applications
2022-02 | Journal article
DOI: 10.1007/s00521-021-06560-z
Part of ISSN: 0941-0643
Part of ISSN: 1433-3058
Contributors: Alkilane Khaled; Alfateh M. Tag Elsir; Yanming Shen
Source: Self-asserted source
ALFATEH M. TAG ELSIR

Peer review (1 review for 1 publication/grant)

Review activity for Applied intelligence. (1)
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