Zobrazeno 1 - 10
of 2 020
pro vyhledávání: '"traffic flow prediction"'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-16 (2024)
Abstract The traffic flow prediction is the key to alleviate traffic congestion, yet very challenging due to the complex influence factors. Currently, the most of deep learning models are designed to dig out the intricate dependency in continuous sta
Externí odkaz:
https://doaj.org/article/c2fe98e0cf8a4cbfb7834326bc536244
Publikováno v:
International Journal of Computational Intelligence Systems, Vol 17, Iss 1, Pp 1-18 (2024)
Abstract With the development of society and the advancement of urbanization, the development of intelligent transportation system has attracted much attention. Efficient and accurate traffic flow prediction is one of the core tasks in the research o
Externí odkaz:
https://doaj.org/article/e86f0a85544c4e42bdd73d60923b8fe9
Publikováno v:
Results in Engineering, Vol 23, Iss , Pp 102342- (2024)
Precise traffic flow prediction is a central component of advancing intelligent transportation systems, providing essential insights for optimizing traffic management, reducing travel times, and alleviating congestion. This study introduces an effici
Externí odkaz:
https://doaj.org/article/43ec22ced46046ca996fb3244b0ed374
Publikováno v:
Big Data Mining and Analytics, Vol 7, Iss 1, Pp 171-187 (2024)
Accurate and efficient urban traffic flow prediction can help drivers identify road traffic conditions in real-time, consequently helping them avoid congestion and accidents to a certain extent. However, the existing methods for real-time urban traff
Externí odkaz:
https://doaj.org/article/c890b1b182b44e5cb62244332f5163f6
Publikováno v:
IEEE Access, Vol 12, Pp 56477-56491 (2024)
Accurately predicting traffic flow is paramount for the efficient operation of transportation systems. The key to enhancing prediction accuracy lies in effectively mining the intricate spatio-temporal correlations within traffic flow data. However, t
Externí odkaz:
https://doaj.org/article/8e781a0d4ed94a0fbbde510293c30f05
Autor:
Gang Cheng, Yadong Liu
Publikováno v:
Electronic Research Archive, Vol 32, Iss 2, Pp 707-732 (2024)
Short-term traffic flow prediction is crucial for intelligent transport systems and mitigating traffic congestion. Therefore, precise prediction of real-time traffic conditions is becoming more important. Currently, the existing prediction models lac
Externí odkaz:
https://doaj.org/article/a25fb963bed64e268132f829f631151f
Publikováno v:
Taiyuan Ligong Daxue xuebao, Vol 55, Iss 1, Pp 172-183 (2024)
Purposes Traffic flow prediction is crucial for the effective management and operation of urban transportation systems. The flows of different road sections or intersections in a traffic network change dynamically with time, meanwhile the flows of sp
Externí odkaz:
https://doaj.org/article/6cf03a7633d24ab6b1d7a9307c447a8e
Publikováno v:
IEEE Access, Vol 12, Pp 47231-47245 (2024)
Traffic flow prediction has become an important component of intelligent transportation systems. However, high-precision traffic flow prediction (especially long-term prediction) is still very challenging due to the complex spatial-temporal dependenc
Externí odkaz:
https://doaj.org/article/9fd04c9b1dd64d64a8cf9b5ad4e88228
Autor:
Ruhul Amin Khalil, Ziad Safelnasr, Naod Yemane, Mebruk Kedir, Atawulrahman Shafiqurrahman, NASIR SAEED
Publikováno v:
IEEE Open Journal of Vehicular Technology, Vol 5, Pp 397-427 (2024)
Intelligent Transportation Systems (ITS) operate within a highly intricate and dynamic environment characterized by complex spatial and temporal dynamics at various scales, further compounded by fluctuating conditions influenced by external factors s
Externí odkaz:
https://doaj.org/article/7592733143b749af816c96b64d276c4c
Publikováno v:
IET Intelligent Transport Systems, Vol 18, Iss 1, Pp 16-28 (2024)
Abstract Real‐time and accurate short‐term traffic flow prediction can provide a scientific basis for decision making by travellers and traffic management, and alleviate traffic congestion to a certain extent. The existing traffic flow prediction
Externí odkaz:
https://doaj.org/article/289a031a2b7a409abd4df0a221fe3781