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 …
massive spatial trajectory data, which represent the mobility of a diversity of moving objects …
Data-oriented mobile crowdsensing: A comprehensive survey
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 …
have been pervasively used all around the world. Their high penetration and powerful …
U-air: When urban air quality inference meets big data
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 …
protect human health and control air pollution. While there are limited air-quality-monitor …
Urban computing: concepts, methodologies, and applications
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 …
issues, such as traffic congestion, energy consumption, and pollution. Urban computing …
Dynamic cluster-based over-demand prediction in bike sharing systems
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 …
demand stations that have no bikes or docks available greatly affects user experiences …
Real-time charging station recommendation system for electric-vehicle taxis
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 …
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
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 …
urban computing that aims to provide intelligent services to inhabitants of smart cities. Urban …
Diagnosing New York city's noises with ubiquitous data
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 …
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
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 …
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
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 …
unparalleled advantages over gasoline cars in green transportation and cost efficiency …