A survey on spatio-temporal data analytics systems

MM Alam, L Torgo, A Bifet - ACM Computing Surveys, 2022 - dl.acm.org
Due to the surge of spatio-temporal data volume, the popularity of location-based services
and applications, and the importance of extracted knowledge from spatio-temporal data to …

Spatio-temporal access methods: a survey (2010-2017)

AR Mahmood, S Punni, WG Aref - GeoInformatica, 2019 - Springer
The volume of spatio-temporal data is growing at a rapid pace due to advances in location-
aware devices, eg, smartphones, and the popularity of location-based services, eg …

A survey on spatial, temporal, and spatio-temporal database research and an original example of relevant applications using SQL ecosystem and deep learning

K Jitkajornwanich, N Pant, M Fouladgar… - Journal of information …, 2020 - Taylor & Francis
Spatio-temporal data serves as a foundation for most location-based applications
nowadays. To handle spatio-temporal data, an appropriate methodology needs to be …

Big Spatiotemporal Data Analytics: A research and innovation frontier

C Yang, K Clarke, S Shekhar… - International Journal of …, 2020 - Taylor & Francis
Big Data have emerged and become the norm in the past decade with its well-known 4V
challenges and now adds value (a 5th V) for scientific research and the development of new …

Spatiotemporal data mining in the era of big spatial data: algorithms and applications

RR Vatsavai, A Ganguly, V Chandola… - Proceedings of the 1st …, 2012 - dl.acm.org
Spatial data mining is the process of discovering interesting and previously unknown, but
potentially useful patterns from the spatial and spatiotemporal data. However, explosive …

How good are modern spatial analytics systems?

V Pandey, A Kipf, T Neumann, A Kemper - Proceedings of the VLDB …, 2018 - dl.acm.org
Spatial data is pervasive. Large amount of spatial data is produced every day from GPS-
enabled devices such as cell phones, cars, sensors, and various consumer based …

Survey of spatio-temporal databases

T Abraham, JF Roddick - GeoInformatica, 1999 - Springer
Spatio-temporal databases aim to support extensions to existing models of Spatial
Information Systems (SIS) to include time in order to better describe our dynamic …

Spatiotemporal data mining: A computational perspective

S Shekhar, Z Jiang, RY Ali, E Eftelioglu, X Tang… - … International Journal of …, 2015 - mdpi.com
Explosive growth in geospatial and temporal data as well as the emergence of new
technologies emphasize the need for automated discovery of spatiotemporal knowledge …

Research issues in spatio-temporal database systems

T Sellis - International Symposium on Spatial Databases, 1999 - Springer
Spatiotemporal database management systems can become an enabling technology for
important applications such as Geographic Information Systems (GIS), environmental …

[PDF][PDF] PLACE: A query processor for handling real-time spatio-temporal data streams

MF Mokbel, X Xiong, WG Aref, SE Hambrusch… - Proceedings of the …, 2004 - vldb.org
The emergence of location-aware services calls for new real-time spatio-temporal query
processing algorithms that deal with large numbers of mobile objects and queries. In this …