Boosting Computational Effectiveness in Big Spatial Flow Data Analysis with Intelligent Data Reduction

Boosting Computational Effectiveness in Big Spatial Flow Data Analysis with Intelligent Data Reduction

One of the enduring issues of spatial origin-destination (OD) flow data analysis is the computational inefficiency or even the impossibility to handle large datasets. Despite the recent advancements in high performance computing (HPC) and the ready availability of powerful computing infrastructure,...

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Bibliographic Details
Main Authors: Ran Tao, Zhaoya Gong, Qiwei Ma, Jean-Claude Thill
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:ISPRS International Journal of Geo-Information
Subjects:
big flow data
head/tail breaks
geocomputation
network analysis
data reduction
Online Access:https://www.mdpi.com/2220-9964/9/5/299

Internet

https://www.mdpi.com/2220-9964/9/5/299

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