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Bus Travel Time: Experimental Evidence and Forecasting [PDF]
Forecasting, 2020 Bus travel time analysis plays a key role in transit operation planning, and methods are needed for investigating its variability and for forecasting need.
Antonio Comi, Antonio Polimeni
doaj +6 more sources
Bus travel time reliability incorporating stop waiting time and in-vehicle travel time with AVL data [PDF]
International Journal of Coal Science & Technology, 2022 Improving bus travel time reliability can attract more commuters to use bus transit, and therefore reduces the share of cars and alleviates traffic congestion.
Zixu Zhuang +4 more
doaj +3 more sources
Bus Travel Time Prediction Model Based on Profile Similarity [PDF]
Sensors, 2019 In road-based mass transit systems, travel time is a key factor in providing quality of service. This article proposes a method of predicting travel time for this type of transport system.
Teresa Cristóbal +5 more
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Bus travel time variability: some experimental evidences
Transportation Research Procedia, 2017 Abstract Bus travel time analysis is essential for transit operation planning. Then, this topic obtained large attention in transport engineering literature and several methods have been proposed for investigating its variability. Nowadays, the availability of large data quantities through automated monitoring allows more in-depth this phenomenon to ...
Antonio Comi, Agostino Nuzzolo
exaly +6 more sources
Model Passengers’ Travel Time for Conventional Bus Stop [PDF]
Journal of Applied Mathematics, 2014 Limited number of berths can result in a subsequent bus stopping at the upstream of a bus stop when all berths are occupied. When this traffic phenomenon occurs, passengers waiting on the platform usually prefer walking to the stopped bus, which leads to
Guangzhao Xin, Wei Wang
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A uncertainty visual analytics approach for bus travel time
Visual Informatics, 2022 Bus travel time is uncertain due to the dynamic change in the environment. Passenger analyzing bus travel time uncertainty has significant implications for understanding bus running errors and reducing travel risks. To quantify the uncertainty of the bus
Weixin Zhao +5 more
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Dynamic Bus Travel Time Prediction Models on Road with Multiple Bus Routes. [PDF]
Comput Intell Neurosci, 2015 Accurate and real-time travel time information for buses can help passengers better plan their trips and minimize waiting times. A dynamic travel time prediction model for buses addressing the cases on road with multiple bus routes is proposed in this paper, based on support vector machines (SVMs) and Kalman filtering-based algorithm.
Bai C, Peng ZR, Lu QC, Sun J.
europepmc +4 more sources
Estimating Bus Travel Time Using Survival Models [PDF]
برنامهریزی و بودجه, 2019 The prevailing model in the studies that estimate bus travel time is the linear regression which assumes the limit of the normal distribution for all observations.
Amir Reza Mamdoohi +2 more
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Bus route design with limited travel time
Transport, 2013 Routing problems are especially important for public transport and especially for urban transport. This research deals with designing a bus route to satisfy the demands of most passengers within a limited total bus travel time. A Simulated Annealing (SA)
Yiyo Kuo, Chi-Ming Luo, Chi-Chang Wang
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Evaluation of Applicability and Accuracy of Bus Travel Time Prediction in High and Low Frequency Bus Routes Using Tree-Based ML Techniques [PDF]
Journal of Soft Computing in Civil Engineering, 2023 Prediction of bus travel time is a key component of an intelligent transportation system and has many benefits for both service users and providers. Although there is a rich literature on bus travel prediction, some limitations can still be observed ...
Seyed Mohammad Hossein Moosavi +3 more
doaj +1 more source