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Machine learning applications in activity-travel behaviour research: a review
This paper reviews the activity-travel behaviour literature that employs Machine Learning
(ML) techniques for empirical analysis and modelling. Machine Learning algorithms, which …
(ML) techniques for empirical analysis and modelling. Machine Learning algorithms, which …
Battery electric vehicles in Japan: Human mobile behavior based adoption potential analysis and policy target response
H Zhang, X Song, T ** the Jitney network with smartphones in Accra, Ghana: the AccraMobile experiment
S Saddier, Z Patterson, A Johnson… - Transportation …, 2016 - journals.sagepub.com
A data collection exercise is presented that was conducted by the Department of Transport
of the Metropolitan Assembly of Accra, Ghana, to further its knowledge of transportation …
of the Metropolitan Assembly of Accra, Ghana, to further its knowledge of transportation …
Automatic physical activity and in‐vehicle status classification based on GPS and accelerometer data: A hierarchical classification approach using machine learning …
Due to the advancement of tracking technology, a large quantity of movement data has been
collected and analyzed in various research domains. In human mobility and physical activity …
collected and analyzed in various research domains. In human mobility and physical activity …
Identifying transportation modes from raw GPS data
Q Zhu, M Zhu, M Li, M Fu, Z Huang, Q Gan… - … Conference of Young …, 2016 - Springer
Abstract Raw Global Positioning System (GPS) data can provide rich context information for
behaviour understanding and transport planning. However, they are not yet fully understood …
behaviour understanding and transport planning. However, they are not yet fully understood …
Development of people mass movement simulation framework based on reinforcement learning
Understanding individual and crowd dynamics in urban environments is critical for
numerous applications, such as urban planning, traffic forecasting, and location-based …
numerous applications, such as urban planning, traffic forecasting, and location-based …
Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan
To understand human mobility following the typhoon, analyzing the causal impact of
extreme typhoon weather on human mobility is important for disaster emergency …
extreme typhoon weather on human mobility is important for disaster emergency …
Identifying temporal and spatial characteristics of residents' trips from cellular signaling data: Case study of Bei**g
This study developed a method to extract valid temporal and spatial characteristics of
residents' trips based on cellular signaling data to support urban transportation planning …
residents' trips based on cellular signaling data to support urban transportation planning …