Glotaran: A Java-Based Graphical User Interface for the R Package TIMP
Glotaran: A Java-Based Graphical User Interface for the R Package TIMP
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DOI：
10.18637/jss.v049.i03
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发表时间：
2012-06-01
影响因子：
5.8
通讯作者：
van Stokkum, Ivo H. M.
中科院分区：
文献类型：
--
作者：
Snellenburg, Joris J.;Laptenok, Sergey P.;van Stokkum, Ivo H. M.
在这项工作中的软件应用程序称为Glotaran介绍了一个基于Java的图形用户界面的R包TIMP，一个问题解决环境拟合叠加模型的多维数据。TIMP使用命令行用户界面进行数据交互、模型规范和分析结果查看。相反，Glotaran提供了一个图形用户界面，其特点是交互式和动态数据检查，更容易通过用户界面模型规范和交互式查看结果。交互组件在处理通常由时间分辨光谱测量产生的大型多维数据集时特别有用，允许用户在分析之前轻松地预先选择和操作数据，并快速放大分析结果中的感兴趣区域。Glotaran是在NetBeans富客户端平台上开发的，并通过Java-to-R接口R serve与R通信。这里描述了应用程序的背景和功能。此外，Glotaran的设计、开发和实施过程以通用方式记录。
In this work the software application called Glotaran is introduced as a Java-based graphical user interface to the R package TIMP, a problem solving environment for fitting superposition models to multi-dimensional data. TIMP uses a command-line user interface for the interaction with data, the specification of models and viewing of analysis results. Instead, Glotaran provides a graphical user interface which features interactive and dynamic data inspection, easier assisted by the user interface model specification and interactive viewing of results. The interactivity component is especially helpful when working with large, multi-dimensional datasets as often result from time-resolved spectroscopy measurements, allowing the user to easily pre-select and manipulate data before analysis and to quickly zoom in to regions of interest in the analysis results. Glotaran has been developed on top of the NetBeans rich client platform and communicates with R through the Java-to-R interface R serve. The background and the functionality of the application are described here. In addition, the design, development and implementation process of Glotaran is documented in a generic way.