Visualizing the USA’s Maritime Freight Flows Using DM, LP, and AON in GIS

Visualizing the USA’s Maritime Freight Flows Using DM, LP, and AON in GIS

In this research, we developed a novel model framework consisting of data mining (DM), linear programming (LP), and an all-or-nothing (AON) flow assignment to estimate maritime freight flows between the United States and the rest of the world. We first built DM and LP models to select and combine va...

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Bibliographic Details
Main Authors: Guoqiang Shen, Xiaoyi Yan, Long Zhou, Zhangye Wang
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:ISPRS International Journal of Geo-Information
Subjects:
data mining
linear programming
freight assignment
maritime ports
import and export
geographical information system
Online Access:https://www.mdpi.com/2220-9964/9/5/286

Internet

https://www.mdpi.com/2220-9964/9/5/286

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