A survey of traffic prediction: from spatio-temporal data to intelligent transportation
H Yuan, G Li - Data Science and Engineering, 2021 - Springer
Intelligent transportation (eg, intelligent traffic light) makes our travel more convenient and
efficient. With the development of mobile Internet and position technologies, it is reasonable …
efficient. With the development of mobile Internet and position technologies, it is reasonable …
Multimedia big data analytics: A survey
With the proliferation of online services and mobile technologies, the world has stepped into
a multimedia big data era. A vast amount of research work has been done in the multimedia …
a multimedia big data era. A vast amount of research work has been done in the multimedia …
TerraBrasilis: a spatial data analytics infrastructure for large-scale thematic map**
The physical phenomena derived from an analysis of remotely sensed imagery provide a
clearer understanding of the spectral variations of a large number of land use and cover …
clearer understanding of the spectral variations of a large number of land use and cover …
Data warehouse systems
A Vaisman, E Zimányi - Data-Centric Systems and Applications, 2014 - Springer
Since the late 1970s, relational database technology has been adopted by most
organizations to store their essential data. However, nowadays, the needs of these …
organizations to store their essential data. However, nowadays, the needs of these …
Spatiotemporal data mining: A computational perspective
Explosive growth in geospatial and temporal data as well as the emergence of new
technologies emphasize the need for automated discovery of spatiotemporal knowledge …
technologies emphasize the need for automated discovery of spatiotemporal knowledge …
Geospatial data management research: Progress and future directions
Without geospatial data management, today's challenges in big data applications such as
earth observation, geographic information system/building information modeling (GIS/BIM) …
earth observation, geographic information system/building information modeling (GIS/BIM) …
Survey on exact knn queries over high-dimensional data space
k nearest neighbours (kNN) queries are fundamental in many applications, ranging from
data mining, recommendation system and Internet of Things, to Industry 4.0 framework …
data mining, recommendation system and Internet of Things, to Industry 4.0 framework …
Locationspark: A distributed in-memory data management system for big spatial data
We present LocationSpark, a spatial data processing system built on top of Apache Spark, a
widely used distributed data processing system. LocationSpark offers a rich set of spatial …
widely used distributed data processing system. LocationSpark offers a rich set of spatial …