Epidemiological Data Analysis in TerraFly Geo-spatial Cloud

Huibo Wang · Yun Lu · Yudong Guang · Erik Edrosa · Mingjin Zhang · Raul Camarca +3 more

3 citations0/0 files storedInternational Conference on Machine Learning and Applications

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Geographic Information Systems Studies Cloud Computing and Resource Management Data-Driven Disease Surveillance

Abstract

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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1992The Analysis of Spatial Association by Use of Distance Statistics 1998A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances 1995Spatial disease clusters: Detection and inference 1987A Mark 1 Geographical Analysis Machine for the automated analysis of point data sets 2013Online spatial data analysis and visualization system

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