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ICPR
2008
IEEE
15 years 9 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
157
Voted
ICML
1995
IEEE
16 years 4 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»
16 years 3 months ago
Rapid detection of significant spatial clusters
Daniel B. Neill, Andrew W. Moore
KDD
2003
ACM
111views Data Mining» more  KDD 2003»
16 years 3 months ago
Translation-invariant mixture models for curve clustering
Darya Chudova, Scott Gaffney, Eric Mjolsness, Padh...
MM
2005
ACM
140views Multimedia» more  MM 2005»
15 years 8 months ago
Web image clustering by consistent utilization of visual features and surrounding texts
Image clustering, an important technology for image processing, has been actively researched for a long period of time. Especially in recent years, with the explosive growth of th...
Bin Gao, Tie-Yan Liu, Tao Qin, Xin Zheng, QianShen...