[HTML][HTML] Unsupervised machine learning in urban studies: A systematic review of applications
J Wang, F Biljecki - Cities, 2022 - Elsevier
Unsupervised learning (UL) has a long and successful history in untangling the complexity
of cities. As the counterpart of supervised learning, it discovers patterns from intrinsic data …
of cities. As the counterpart of supervised learning, it discovers patterns from intrinsic data …
Identifying human mobility patterns using smart card data
O Cats - Transport Reviews, 2024 - Taylor & Francis
Human mobility is subject to collective dynamics that are the outcome of numerous
individual choices. Smart card data which originated as a means of facilitating automated …
individual choices. Smart card data which originated as a means of facilitating automated …
How to enhance citizens' sense of gain in smart cities? A SWOT-AHP-TOWS approach
The previous technology-centric development of smart cities mainly focuses on the numbers,
diversities, and types of applied intelligent technologies, while the citizen-centric smart city …
diversities, and types of applied intelligent technologies, while the citizen-centric smart city …
Comparison of the tourist mobility patterns among demographic subgroups with mobile phone data: A case study of Chongqing, China
Z Tian, Q Wang, Y Liu, Z Wang - Applied Geography, 2023 - Elsevier
Understanding tourist mobility patterns of demographic subgroups is vital to tourism
planning and management. However, existing empirical studies used various indicators and …
planning and management. However, existing empirical studies used various indicators and …
Aged and wheeled mobility in transit-oriented development: The capabilities approach
Transit-oriented development (TOD) aims to create pedestrian-friendly neighborhoods
around transit hubs to improve urban mobility. However, it often overlooks the specific …
around transit hubs to improve urban mobility. However, it often overlooks the specific …
[HTML][HTML] Examining regularity in vehicular traffic through Bluetooth scanner data: Is the daily commuter the regular road user?
R Zahnow, W Abewickrema - Journal of Transport Geography, 2023 - Elsevier
Regularity is an important property of individual travel behaviour. The ability to measure it
enables advances in behaviour modelling, mobility prediction and commuter analytics. The …
enables advances in behaviour modelling, mobility prediction and commuter analytics. The …
Research of Metro Stations with Varying Patterns of Ridership and Their Relationship with Built Environment, on the Example of Tianjin, China
The metro station ridership features are associated significantly with the built environment
factors of the pedestrian catchment area surrounding metro stations. The existing studies …
factors of the pedestrian catchment area surrounding metro stations. The existing studies …
Bus Line Shift Behaviour: Evidence of Influential Factors based on Smart Card Data
LK de Oliveira, CA Isler, G Balieiro… - Research in …, 2024 - Elsevier
This paper aims to analyse the factors that influence the behaviour in relation to bus line shift
with the support of large-scale smart card datasets, focussing on a case study of the public …
with the support of large-scale smart card datasets, focussing on a case study of the public …
An investigation into the impact of the built environment on the travel mobility gap using mobile phone data
Y Pan, SY He - Journal of Transport Geography, 2023 - Elsevier
The travel mobility gap is among the indicators that can be used to evaluate the level of
social and transport inequity. To achieve a large and representative sample for this …
social and transport inequity. To achieve a large and representative sample for this …
Gender, class and race uneven access to bike systems across five Brazilian cities
LM Fortes, M Giannotti, FS de Freitas - Cities, 2024 - Elsevier
Multidimensional inequalities have been increasingly discussed in the transportation field,
particularly in the case of bike riding. Although several studies focused on the gender …
particularly in the case of bike riding. Although several studies focused on the gender …