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» Data Clustering: A Review
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ICPR
2008
IEEE
14 years 2 months ago
A uniformity criterion and algorithm for data clustering
We propose a novel multivariate uniformity criterion for testing uniformity of point density in an arbitrary dimensional point pattern . An unsupervised, nonparametric data cluste...
Sanketh Shetty, Narendra Ahuja
ICML
1995
IEEE
14 years 8 months ago
Visualizing High-Dimensional Structure with the Incremental Grid Growing Neural Network
Understanding high-dimensional real world data usually requires learning the structure of the data space. The structure maycontain high-dimensional clusters that are related in co...
Justine Blackmore, Risto Miikkulainen
KDD
2004
ACM
111views Data Mining» more  KDD 2004»
14 years 8 months ago
Rapid detection of significant spatial clusters
Daniel B. Neill, Andrew W. Moore
KDD
2003
ACM
111views Data Mining» more  KDD 2003»
14 years 8 months ago
Translation-invariant mixture models for curve clustering
Darya Chudova, Scott Gaffney, Eric Mjolsness, Padh...
IVS
2008
139views more  IVS 2008»
13 years 7 months ago
DataMeadow: a visual canvas for analysis of large-scale multivariate data
Supporting visual analytics of multiple large-scale multidimensional datasets requires a high degree of interactivity and user control beyond the conventional challenges of visual...
Niklas Elmqvist, John T. Stasko, Philippas Tsigas