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 …
A survey on trajectory data management, analytics, and learning
Recent advances in sensor and mobile devices have enabled an unprecedented increase
in the availability and collection of urban trajectory data, thus increasing the demand for …
in the availability and collection of urban trajectory data, thus increasing the demand for …
Semantic trajectories modeling and analysis
C Parent, S Spaccapietra, C Renso… - ACM Computing …, 2013 - dl.acm.org
Focus on movement data has increased as a consequence of the larger availability of such
data due to current GPS, GSM, RFID, and sensors techniques. In parallel, interest in …
data due to current GPS, GSM, RFID, and sensors techniques. In parallel, interest in …
Trajectory clustering via deep representation learning
Trajectory clustering, which aims at discovering groups of similar trajectories, has long been
considered as a corner stone task for revealing movement patterns as well as facilitating …
considered as a corner stone task for revealing movement patterns as well as facilitating …
On discovery of gathering patterns from trajectories
The increasing pervasiveness of location-acquisition technologies has enabled collection of
huge amount of trajectories for almost any kind of moving objects. Discovering useful …
huge amount of trajectories for almost any kind of moving objects. Discovering useful …
Online discovery of gathering patterns over trajectories
The increasing pervasiveness of location-acquisition technologies has enabled collection of
huge amount of trajectories for almost any kind of moving objects. Discovering useful …
huge amount of trajectories for almost any kind of moving objects. Discovering useful …
Evolutionary clustering of moving objects
The widespread deployment of smartphones, net-worked in-vehicle devices with geo-
positioning capabilities, and vessel tracking technologies renders it feasible to collect the …
positioning capabilities, and vessel tracking technologies renders it feasible to collect the …