Zobrazeno 1 - 10 of 27 pro vyhledávání: '"Naushin Nower"'
1
Akademický článek
Long-Term Traffic Prediction Based on Stacked GCN Model
Autor: Atkia Akila Karim, Naushin Nower
Publikováno v: Knowledge Engineering and Data Science, Vol 6, Iss 1, Pp 92-102 (2023)
With the recent surge in road traffic within major cities, the need for both short and long-term traffic flow forecasting has become paramount for city authorities. Previous research efforts have predominantly focused on short-term traffic flow estim
Externí odkaz: https://doaj.org/article/daa26a3e472d4141a845e444c82e629d
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2
Akademický článek
A Comprehensive Analysis of Reward Function for Adaptive Traffic Signal Control
Autor: Abu Rafe Md Jamil, Naushin Nower
Publikováno v: Knowledge Engineering and Data Science, Vol 4, Iss 2, Pp 85-96 (2021)
Adaptive traffic control systems (ATCS) can play an important role to reduce traffic congestion in urban areas. The main challenge for ATSC is to determine the proper signal timing. Recently, Deep Reinforcement learning (DRL) is used to determine pro
Externí odkaz: https://doaj.org/article/248880cf6a8a44348c485b03a3a463ee
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3
A comprehensive systematic literature review on traffic flow prediction (TFP)
Autor: Md. Moshiur Rahman, null Md. Mahbubul Alam Joarder, null Naushin Nower
Publikováno v: Systematic Literature Review and Meta-Analysis Journal. 3:86-98
Nowadays, traffic congestion is becoming a severe problem for almost every urban area. It badly hampers the economic growth of a country because it has negative effects on productivity and business. Increasing populations and urbanization are the mai
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::67f0641a048c7a13be7df81709f387f8
https://doi.org/10.54480/slrm.v3i3.44
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6
Traffic Data Collection and Visualization Tool for Knowledge Discovery Using Google Maps
Autor: Iftekhar Hossain, Naushin Nower
Publikováno v: International Journal of Software Innovation. 10:1-12
Traffic jam is increasingly aggravating in almost every urban area. Traffic forecast, traffic modeling, visualization can help to provide appropriate route and time for traveling and thus provides a significant impact on traffic jam reduction. For tr
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3880d1a54c2eecd04cadf2c20380fe22
https://doi.org/10.4018/ijsi.293270
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7
Adaptive traffic signal control system using composite reward architecture based deep reinforcement learning
Autor: Abu Rafe Md Jamil, Naushin Nower, Kishan Kumar Ganguly
Publikováno v: IET Intelligent Transport Systems. 14:2030-2041
The increasing traffic congestion problem can be solved by an adaptive traffic signal control (ATSC) system as it utilises real-time traffic information to control traffic signals. Recently, deep reinforcement learning (DRL) has shown its potential i
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::808e4e553502b3f930c72be3229ad5b0
https://doi.org/10.1049/iet-its.2020.0443
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8
Fog-based dynamic traffic light control system for improving public transport
Autor: Naushin Nower, Sakhawat Hossan
Publikováno v: Public Transport. 12:431-454
Nowadays, traffic congestion is increasingly aggravating in almost every urban area and existing traffic light controllers cannot satisfy the rising demands efficiently to handle the traffic pressure. An intelligent transportation system (ITS) aims t
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e366ed5b2e96bd68137133e1db647614
https://doi.org/10.1007/s12469-020-00235-z
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