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 …

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 …

Trajectory data classification: A review

J Bian, D Tian, Y Tang, D Tao - ACM Transactions on Intelligent Systems …, 2019 - dl.acm.org
This article comprehensively surveys the development of trajectory data classification.
Considering the critical role of trajectory data classification in modern intelligent systems for …

On discovery of gathering patterns from trajectories

K Zheng, Y Zheng, NJ Yuan… - 2013 IEEE 29th …, 2013 - ieeexplore.ieee.org
The increasing pervasiveness of location-acquisition technologies has enabled collection of
huge amount of trajectories for almost any kind of moving objects. Discovering useful …

Online discovery of gathering patterns over trajectories

K Zheng, Y Zheng, NJ Yuan, S Shang… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
The increasing pervasiveness of location-acquisition technologies has enabled collection of
huge amount of trajectories for almost any kind of moving objects. Discovering useful …

Evolutionary clustering of moving objects

T Li, L Chen, CS Jensen, TB Pedersen… - 2022 IEEE 38th …, 2022 - ieeexplore.ieee.org
The widespread deployment of smartphones, net-worked in-vehicle devices with geo-
positioning capabilities, and vessel tracking technologies renders it feasible to collect the …

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 …

Hierarchical and networked vehicle surveillance in ITS: a survey

B Tian, BT Morris, M Tang, Y Liu, Y Yao… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Traffic surveillance has become an important topic in intelligent transportation systems
(ITSs), which is aimed at monitoring and managing traffic flow. With the progress in computer …

Hierarchical and networked vehicle surveillance in its: A survey

B Tian, BT Morris, M Tang, Y Liu, Y Yao… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Traffic surveillance has become an important topic in intelligent transportation systems
(ITSs), which is aimed at monitoring and managing traffic flow. With the progress in computer …

ShopMiner: Mining customer shop** behavior in physical clothing stores with COTS RFID devices

L Shangguan, Z Zhou, X Zheng, L Yang, Y Liu… - Proceedings of the 13th …, 2015 - dl.acm.org
Shop** behavior data are of great importance to understand the effectiveness of
marketing and merchandising efforts. Online clothing stores are capable capturing customer …