# AMADA - Analysis of multidimensional astronomical datasets

@article{Souza2015AMADAA,
title={AMADA - Analysis of multidimensional astronomical datasets},
author={Rafael S. de Souza and Benedetta Ciardi},
journal={Astron. Comput.},
year={2015},
volume={12},
pages={100-108}
}
• Published 1 March 2015
• Computer Science
• Astron. Comput.

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## References

SHOWING 1-10 OF 80 REFERENCES
VOStat: A Statistical Web Service for Astronomers
• Physics
• 2013
VOStat is a Web service providing interactive statistical analysis of astronomical tabular datasets. It is integrated into the suite of analysis and visualization tools associated with the
AstroStat - A VO tool for statistical analysis
• Physics, Computer Science
Astron. Comput.
• 2015
Structural analysis of molecular clouds: Dendrograms
• Physics
• 2008
We demonstrate the utility of dendrograms at representing the essential features of the hierarchical structure of the isosurfaces for molecular line data cubes. The dendrogram of a data cube is an
On visualization techniques for solar data mining
• Computer Science
Astron. Comput.
• 2015
Qgraph: Network visualizations of relationships in psychometric data
• Computer Science
• 2012
The qgraph package for R is presented, which provides an interface to visualize data through network modeling techniques, and is introduced by applying the package functions to data from the NEO-PI-R, a widely used personality questionnaire.
circlize implements and enhances circular visualization in R
Bioinform.
• 2014
The circlize package is presented, which provides an implementation of circular layout generation in R as well as an enhancement of available software and the flexibility of this package is based on the usage of low-level graphics functions such that self-defined high- level graphics can be easily implemented by users for specific purposes.
The History of the Cluster Heat Map
• Computer Science
• 2009
The earliest sources of this cluster heat map are located in late 19th century publications, and a diverse 20th century statistical literature is traced that provided a foundation for this most widely used of all bioinformatics displays.
A dendrite method for cluster analysis
• Computer Science
• 1974
A method for identifying clusters of points in a multidimensional Euclidean space is described and its application to taxonomy considered and an informal indicator of the "best number" of clusters is suggested.