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Spatiotemporal clustering: a review
An increase in the size of data repositories of spatiotemporal data has opened up new
challenges in the fields of spatiotemporal data analysis and data mining. Foremost among …
challenges in the fields of spatiotemporal data analysis and data mining. Foremost among …
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 …
Constant–a conceptual data model for semantic trajectories of moving objects
Several works have been proposed in the last few years for raw trajectory data analysis, and
some attempts have been made to define trajectories from a more semantic point of view …
some attempts have been made to define trajectories from a more semantic point of view …
Inferring human activities from GPS tracks
The collection of huge amount of tracking data made possible by the widespread use of GPS
devices, enabled the analysis of such data for several applications domains, ranging from …
devices, enabled the analysis of such data for several applications domains, ranging from …
Discovering vessel activities at sea using AIS data: Map** of fishing footprints
Maritime Situational Awareness (MSA), the capability of understanding events,
circumstances and activities within and impacting the maritime environment, can be greatly …
circumstances and activities within and impacting the maritime environment, can be greatly …
Transportation mode detection–an in-depth review of applicability and reliability
The wide adoption of location-enabled devices, together with the acceptance of services that
leverage (personal) data as payment, allows scientists to push through some of the previous …
leverage (personal) data as payment, allows scientists to push through some of the previous …
An improved DBSCAN algorithm to detect stops in individual trajectories
T Luo, X Zheng, G Xu, K Fu, W Ren - ISPRS International Journal of Geo …, 2017 - mdpi.com
With the increasing use of mobile GPS (global positioning system) devices, a large volume
of trajectory data on users can be produced. In most existing work, trajectories are usually …
of trajectory data on users can be produced. In most existing work, trajectories are usually …
The Baquara2 knowledge-based framework for semantic enrichment and analysis of movement data
The analysis of movements frequently requires more than just spatio-temporal data. Thus,
despite recent progresses in trajectory handling, there is still a gap between movement data …
despite recent progresses in trajectory handling, there is still a gap between movement data …
Classification of vessel activity in streaming data
In this paper we motivate the need for real-time vessel behaviour classification and describe
in detail our event-based classification approach, as implemented in our real-world industry …
in detail our event-based classification approach, as implemented in our real-world industry …
Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces
Mobility diaries of a large number of people are needed for assessing transportation
infrastructure and spatial development planning. Acquisition of personal mobility diaries …
infrastructure and spatial development planning. Acquisition of personal mobility diaries …