Trajectory data mining: an overview

Y Zheng - ACM Transactions on Intelligent Systems and …, 2015 - dl.acm.org
The advances in location-acquisition and mobile computing techniques have generated
massive spatial trajectory data, which represent the mobility of a diversity of moving objects …

Data-oriented mobile crowdsensing: A comprehensive survey

Y Liu, L Kong, G Chen - IEEE communications surveys & …, 2019 - ieeexplore.ieee.org
Mobile devices equipped with rich sensors, such as smartphones, watches, or vehicles,
have been pervasively used all around the world. Their high penetration and powerful …

U-air: When urban air quality inference meets big data

Y Zheng, F Liu, HP Hsieh - Proceedings of the 19th ACM SIGKDD …, 2013 - dl.acm.org
Information about urban air quality, eg, the concentration of PM2. 5, is of great importance to
protect human health and control air pollution. While there are limited air-quality-monitor …

Urban computing: concepts, methodologies, and applications

Y Zheng, L Capra, O Wolfson, H Yang - ACM Transactions on Intelligent …, 2014 - dl.acm.org
Urbanization's rapid progress has modernized many people's lives but also engendered big
issues, such as traffic congestion, energy consumption, and pollution. Urban computing …

Dynamic cluster-based over-demand prediction in bike sharing systems

L Chen, D Zhang, L Wang, D Yang, X Ma, S Li… - Proceedings of the …, 2016 - dl.acm.org
Bike sharing is booming globally as a green transportation mode, but the occurrence of over-
demand stations that have no bikes or docks available greatly affects user experiences …

Real-time charging station recommendation system for electric-vehicle taxis

Z Tian, T Jung, Y Wang, F Zhang, L Tu… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Electric vehicle (EV) taxis have been introduced into the public transportation systems to
increase EV market penetration. Different from regular taxis that can refuel in minutes, EV …

Urban computing for sustainable smart cities: Recent advances, taxonomy, and open research challenges

IAT Hashem, RSA Usmani, MS Almutairi, AO Ibrahim… - Sustainability, 2023 - mdpi.com
The recent proliferation of ubiquitous computing technologies has led to the emergence of
urban computing that aims to provide intelligent services to inhabitants of smart cities. Urban …

Diagnosing New York city's noises with ubiquitous data

Y Zheng, T Liu, Y Wang, Y Zhu, Y Liu… - Proceedings of the 2014 …, 2014 - dl.acm.org
Many cities suffer from noise pollution, which compromises people's working efficiency and
even mental health. New York City (NYC) has opened a platform, entitled 311, to allow …

Understanding urban mobility patterns with a probabilistic tensor factorization framework

L Sun, KW Axhausen - Transportation Research Part B: Methodological, 2016 - Elsevier
The rapid developments of ubiquitous mobile computing provide planners and researchers
with new opportunities to understand and build smart cities by mining the massive spatial …

Growing the charging station network for electric vehicles with trajectory data analytics

Y Li, J Luo, CY Chow, KL Chan… - 2015 IEEE 31st …, 2015 - ieeexplore.ieee.org
Electric vehicles (EVs) have undergone an explosive increase over recent years, due to the
unparalleled advantages over gasoline cars in green transportation and cost efficiency …