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» Visual data mining and analysis of software repositories
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ICDE
2012
IEEE
238views Database» more  ICDE 2012»
13 years 2 days ago
Mining Knowledge from Data: An Information Network Analysis Approach
Abstract—Most objects and data in the real world are interconnected, forming complex, heterogeneous but often semistructured information networks. However, many database research...
Jiawei Han, Yizhou Sun, Xifeng Yan, Philip S. Yu
FAST
2009
14 years 7 months ago
Provenance as Data Mining: Combining File System Metadata with Content Analysis
Provenance describes how an object came to be in its present state. Thus, it describes the evolution of the object over time. Prior work on provenance has focussed on databases an...
Vinay Deolalikar, Hernan Laffitte
INFOVIS
2005
IEEE
15 years 3 months ago
Baby Names, Visualization, and Social Data Analysis
The NameVoyager, a web-based visualization of historical trends in baby naming, has proven remarkably popular. This paper discusses the display techniques used for smooth visual e...
Martin Wattenberg
KDD
2009
ACM
161views Data Mining» more  KDD 2009»
15 years 4 months ago
Interactive spatio-temporal cluster analysis of VAST challenge 2008 datasets
We describe a visual analytics method supporting the analysis of two different types of spatio-temporal data, point events and trajectories of moving agents. The method combines c...
Gennady L. Andrienko, Natalia V. Andrienko
OOPSLA
2005
Springer
15 years 3 months ago
An interactive visualization of refactorings retrieved from software archives
We perform knowledge discovery in software archives in order to detect refactorings on the level of classes and methods. Our REFVIS prototype finds these refactorings in CVS repo...
Peter Weißgerber, Stephan Diehl, Carsten G&o...