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» Independence Diagrams: A Technique for Visual Data Mining
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ICDM
2008
IEEE
185views Data Mining» more  ICDM 2008»
14 years 1 months ago
Clustering Uncertain Data Using Voronoi Diagrams
We study the problem of clustering uncertain objects whose locations are described by probability density functions (pdf). We show that the UK-means algorithm, which generalises t...
Ben Kao, Sau Dan Lee, David W. Cheung, Wai-Shing H...
TVCG
2002
102views more  TVCG 2002»
13 years 7 months ago
A Flexible Approach for Visual Data Mining
Matthias Kreuseler, Heidrun Schumann
KDD
2009
ACM
160views Data Mining» more  KDD 2009»
14 years 2 months ago
Surveying the complementary role of automatic data analysis and visualization in knowledge discovery
The aim of this work is to survey and reflect on the various ways to integrate visualization and data mining techniques toward a mixed-initiative knowledge discovery taking the be...
Enrico Bertini, Denis Lalanne
SOFTVIS
2010
ACM
13 years 7 months ago
3D kiviat diagrams for the interactive analysis of software metric trends
Previous techniques for visualizing time-series of multivariate data mostly plot the time along additional axes, are often complex, and does not support intuitive interaction. In ...
Andreas Kerren, Ilir Jusufi
SAC
2005
ACM
14 years 29 days ago
The role of visualization in effective data cleaning
Using visualization techniques to assist conventional data mining tasks has attracted considerable interest in recent years. This paper addresses a challenging issue in the use of...
Yu Qian, Kang Zhang