Rbox: A web API for software integration with the R programming language

被引:0
|
作者
Konomos, Antonios [1 ,2 ]
Chountasis, Spiros [3 ]
机构
[1] Intrasoft Int SA, Athens, Greece
[2] AMC Coll, Athens, Greece
[3] Independent Power Transmiss Operator, Athens, Greece
关键词
data analysis; information system; R programming language; software interface; statistics; BIG DATA;
D O I
10.1002/cae.22621
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents an inventive software interface for the integration of some extensively used information systems with the R programming environment. The contribution of this paper is two-fold. First, a more comprehensive and specialized data analysis tool is provided. Second, a notable software code analysis model has been proposed to perform statistical tests and execute machine learning algorithms using the capabilities of the R programming language. The recommended application programming interface is successfully tested and evaluated based on a real-life data set. The obtained results verify the high computing performance of the model in terms of the execution proceedings and achieved objectives.
引用
收藏
页码:1025 / 1040
页数:16
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