Title
The BioDICE Taverna plugin for clustering and visualization of biological data: a workflow for molecular compounds exploration.
Abstract
In many experimental pipelines, clustering of multidimensional biological datasets is used to detect hidden structures in unlabelled input data. Taverna is a popular workflow management system that is used to design and execute scientific workflows and aid in silico experimentation. The availability of fast unsupervised methods for clustering and visualization in the Taverna platform is important to support a data-driven scientific discovery in complex and explorative bioinformatics applications.
Year
DOI
Venue
2014
10.1186/1758-2946-6-24
J. Cheminformatics
Keywords
Field
DocType
Molecular compounds, Self organizing map, Clustering, Visualization, Taverna
Data mining,Biological data,Scientific discovery,Visualization,Computer science,Self-organizing map,Bioinformatics,Plug-in,Cluster analysis,Workflow management system,Workflow
Journal
Volume
Issue
ISSN
6
1
1758-2946
Citations 
PageRank 
References 
1
0.35
11
Authors
6
Name
Order
Citations
PageRank
Antonino Fiannaca111715.80
Massimo La Rosa211414.59
Giuseppe Di Fatta352939.23
Salvatore Gaglio466088.41
Riccardo Rizzo527139.18
Alfonso Urso613819.99