Short Run Transit Route Planning Decision Support System Using a Deep Learning-Based Weighted Graph
Public transport routing plays a crucial role in transit network design, ensuring a satisfactory
level of service for passengers. However, current routing solutions rely on traditional …
level of service for passengers. However, current routing solutions rely on traditional …
Investigating mandatory and non-mandatory trip patterns based on socioeconomic characteristics and traffic analysis zone features using deep neural networks
Forecasting travel demand is a classic problem in transportation planning. The models
made for this purpose take the socioeconomic characteristics of a subset of a population to …
made for this purpose take the socioeconomic characteristics of a subset of a population to …
[PDF][PDF] Inferring Socioeconomic Characteristics from Travel Patterns
Nowadays, crowd-based big data is widely used in transportation planning. These data
sources provide valuable information for model validation; however, they cannot be used to …
sources provide valuable information for model validation; however, they cannot be used to …
A supervised machine learning model for imputing missing boarding stops in smart card data
Public transport has become an essential part of urban existence with increased population
densities and environmental awareness. Large quantities of data are currently generated …
densities and environmental awareness. Large quantities of data are currently generated …
Inferring Trip Purposes from Travel Smart Card Data
N Sari Aslam - 2022 - discovery.ucl.ac.uk
Understanding human mobility, activities and trip purpose is essential for transport planning
and commercial services in urban environments. Conventionally, household travel surveys …
and commercial services in urban environments. Conventionally, household travel surveys …
Imputing Missing Boarding Stations With Machine Learning Methods
With the increase in population densities and environmental awareness, public transport
has become an important aspect of urban life. Consequently, large quantities of …
has become an important aspect of urban life. Consequently, large quantities of …