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Agent-Based Modelling and Simulation of Public Transport to Identify Effects of Network Changes on Passenger Flows
This research looks at the application of an agent-based model to assess the effects of changes in the public transport on passenger flows. Data from...
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Detecting Anomalous Bus-Driving Behaviors from Trajectories
In urban transit systems, discovering anomalous bus-driving behaviors in time is an important technique for monitoring the safety risk of public...
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AI for Real-Time Bus Travel Time Prediction in Traffic Congestion Management
This chapter presents a methodology of bus travel time prediction, which is driven by the state-of-the-art machine learning technologies and involves...
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A virtual reality bus ride as an ecologically valid assessment of balance: a feasibility study
Balance disorders can have substantial adverse implications on the performance of daily activities and lead to an increased risk of falls, which...
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Revenue Management Approach for Passenger Transport Service: An Italian Case Study
The main aim of the revenue management (RM) techniques is to sell the right product to the right customer, at the right time and price, trying to...
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Travel Time Estimation in Public Transportation Using Bus Location Data
The user experience of passengers using public transportation is highly sensitive to travel time. In this regard, travel time is a key input to...
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A Novel Approach to Taxi-GPS-Trace-Aware Bus Network Planning
Taxi GPS traces are rich with information regarding the human mobility pattern in metropolitans. In this paper, we aimed at fully exploiting the Taxi...
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B-Planner: Planning Night Bus Routes Using Taxi Trajectory Data
Compared to the expensive and inaccurate human surveys, the rich information in taxi GPS traces provides a new means of understanding the human...
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A Digital Twin Architecture for Intelligent Public Transportation Systems: A FIWARE-Based Solution
Public transportation systems play a vital role for society, but they often fall short in addressing the dynamic needs of commuters. Intelligent...
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Using Open Data to Analyze Public Bus Service from an Age Perspective: Melilla Case
The increase in life expectancy is undoubtedly a social achievement. If we want an inclusive and integrating society, the inclusion of the age...
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A Bus Passenger Flow Estimation Method Based on POI Data and AFC Data Fusion
The unreasonable location of bus stations and scheduling has been a serious problem in public transportation for a long time. To provide a...
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Bus Demand Forecasting for Rural Areas Using XGBoost and Random Forest Algorithm
In recent years, mobility solutions have experienced a significant upswing. Consequently, it has increased the importance of forecasting the number...
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A continuous interval-valued double hierarchy linguistic GLDS method and its application in performance evaluation of bus companies
The double hierarchy linguistic information is more close to people’s habits of expression and it can describe evaluation information more...
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An Attention-Based Bi-GRU for Route Planning and Order Dispatch of Bus-Booking Platform
To cope with the high needs from passengers, especially for airports at night, we plan to develop a novel bus-booking platform, which can dispatch...
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Prediction and Analysis of Acceptance of the Elderly for Bus Interior Space Layout Based on Visual Search
The mobility of bus space is strong and there are many facilities and functional areas in the bus, which makes interior design works difficult....
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Psychological Assessment for Bus Captain Selection
Bus drivers are parts of a safe transport environment. By selecting suitable humans for driving tasks, a work environment that boosts productivity...
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A queuing network simulation optimization method for coordination control of passenger flow in urban rail transit stations
The imbalances between supply and demand in an urban rail transit system have received extensive attention. Addressing these imbalances by...
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Noise level based equivalency factors for different mobility options within heterogeneous traffic flow
This study employs a novel approach of comparing the effects of different types of mobility options on noise levels around arterials with the use of...
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Research on Low Carbon Development Planning of Public Transportation Energy Based on System Dynamics
Due to current energy shortage and climate change in China, it is necessary to predict the energy demand and carbon emission of urban passenger...
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Model Study on Integrated Thermal Management System of New Energy Bus
As new energy vehicles are gradually popularized, the safety of new energy vehicles is also getting more and more attention, and the thermal...