TerraFly地理空间云中的流行病学数据分析

2013 12th International Conference on Machine Learning and Applications Pub Date : 2013-12-04 DOI:10.1109/ICMLA.2013.166

Huibo Wang, Yun Lu, Yudong Guang, Erik Edrosa, Mingjin Zhang, Raul Camarca, Y. Yesha, T. Lucic, N. Rishe

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引用次数: 2

摘要

地理信息系统和在线服务正在以非常快的速度增长，但是，用于分析地理空间流行病学的在线服务很少，其功能有限。提出了一个基于TerraFly地理空间云平台的地理空间流行病学分析系统。该系统提供了全面的空间分析方法和可视化。在这个系统中，用户不需要编程就可以使用该功能。所有数据集都存储在地理空间云中。该系统可通过http://terrafly.fiu.edu/GeoCloud/访问。该系统API算法适用于地理空间流行病学。该应用程序利用GeoCloud分布式存储系统来分析大数据，并利用交互式地图API来显示结果。

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Epidemiological Data Analysis in TerraFly Geo-spatial Cloud

GIS systems and online services are growing at a very fast pace, however, there are few online services for the analysis of geospatial epidemiology and their functionality is limited. We present a geospatial epidemiology analysis system on the TerraFly Geo-spatial Cloud platform. The system provides comprehensive spatial analysis methods and visualization. In this system, the user is not required to program in order to employ the functionality. All the datasets are stored in the Geo-spatial Cloud. This system is accessible at http://terrafly.fiu.edu/GeoCloud/. The system API algorithms adapted to geospatial epidemiology. The application utilizes the GeoCloud distributed storage system for the Big Data to be analyzed, it utilizes an interactive mapping API to display results.

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2013 12th International Conference on Machine Learning and Applications

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