Spatiotemporal clustering: a review

MY Ansari, A Ahmad, SS Khan, G Bhushan… - Artificial Intelligence …, 2020 - Springer
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 …

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 …

Constant–a conceptual data model for semantic trajectories of moving objects

V Bogorny, C Renso, AR de Aquino… - Transactions in …, 2014 - Wiley Online Library
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 …

Inferring human activities from GPS tracks

B Furletti, P Cintia, C Renso, L Spinsanti - Proceedings of the 2nd ACM …, 2013 - dl.acm.org
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 …

Discovering vessel activities at sea using AIS data: Map** of fishing footprints

F Mazzarella, M Vespe, D Damalas… - … on information fusion …, 2014 - ieeexplore.ieee.org
Maritime Situational Awareness (MSA), the capability of understanding events,
circumstances and activities within and impacting the maritime environment, can be greatly …

Transportation mode detection–an in-depth review of applicability and reliability

AC Prelipcean, G Gidófalvi, YO Susilo - Transport reviews, 2017 - Taylor & Francis
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 …

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 …

The Baquara2 knowledge-based framework for semantic enrichment and analysis of movement data

R Fileto, C May, C Renso, N Pelekis, D Klein… - Data & Knowledge …, 2015 - Elsevier
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 …

Classification of vessel activity in streaming data

I Kontopoulos, K Chatzikokolakis, K Tserpes… - Proceedings of the 14th …, 2020 - dl.acm.org
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 …

Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces

N Andrienko, G Andrienko, G Fuchs… - Information …, 2016 - journals.sagepub.com
Mobility diaries of a large number of people are needed for assessing transportation
infrastructure and spatial development planning. Acquisition of personal mobility diaries …