32 citations · 75 across the 8 of their papers we have counts for
8 papers
Machine Learning in Micromobility: A Systematic Review of Datasets, Techniques, and Applications
Sen Yan, Chinmaya Kaundanya, Noel E. O'Connor +2
Micromobility systems, which include lightweight and low-speed vehicles such as bicycles, e-bikes, and e-scooters, have become an important part of urban transportation and are use…
Data-driven Energy Consumption Modelling for Electric Micromobility using an Open Dataset
Yue Ding, Sen Yan, Maqsood Hussain Shah +3
The escalating challenges of traffic congestion and environmental degradation underscore the critical importance of embracing E-Mobility solutions in urban spaces. In particular, m…
Privacy-Aware Energy Consumption Modeling of Connected Battery Electric Vehicles using Federated Learning
Sen Yan, Hongyuan Fang, Ji Li +3
Battery Electric Vehicles (BEVs) are increasingly significant in modern cities due to their potential to reduce air pollution. Precise and real-time estimation of energy consumptio…
A Review on AI Algorithms for Energy Management in E-Mobility Services
Sen Yan, Maqsood Hussain Shah, Ji Li +2
E-mobility, or electric mobility, has emerged as a pivotal solution to address pressing environmental and sustainability concerns in the transportation sector. The depletion of fos…
Breathing Green: Maximising Health and Environmental Benefits for Active Transportation Users Leveraging Large Scale Air Quality Data
Sen Yan, Shaoshu Zhu, Jaime B. Fernandez +5
Pollution in urban areas can have significant adverse effects on the health and well-being of citizens, with traffic-related air pollution being a major concern in many cities. Pol…
Recent Advances in Graph-based Machine Learning for Applications in Smart Urban Transportation Systems
Hongde Wu, Sen Yan, Mingming Liu
The Intelligent Transportation System (ITS) is an important part of modern transportation infrastructure, employing a combination of communication technology, information processin…
U-Park: A User-Centric Smart Parking Recommendation System for Electric Shared Micromobility Services
Sen Yan, Noel E. O'Connor, Mingming Liu
Electric Shared Micromobility Services (ESMS) has become a vital element within the Mobility as a Service framework, contributing to sustainable transportation systems. However, ex…
Parking Behaviour Analysis of Shared E-Bike Users Based on a Real-World Dataset -- A Case Study in Dublin, Ireland
Sen Yan, Mingming Liu, Noel E. O'Connor
In recent years, an increasing number of shared E-bikes have been rolling out rapidly in our cities. It therefore becomes important to understand new behaviour patterns of the cycl…