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» Subspace Clustering of High Dimensional Data
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112
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APVIS
2010
14 years 10 months ago
Interactive local clustering operations for high dimensional data in parallel coordinates
In this paper, we propose an approach of clustering data in parallel coordinates through interactive local operations. Different from many other methods in which clustering is glo...
Peihong Guo, He Xiao, Zuchao Wang, Xiaoru Yuan
PAKDD
2005
ACM
112views Data Mining» more  PAKDD 2005»
15 years 6 months ago
Approximated Clustering of Distributed High-Dimensional Data
In many modern application ranges high-dimensional feature vectors are used to model complex real-world objects. Often these objects reside on different local sites. In this paper,...
Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, ...
VLDB
2004
ACM
126views Database» more  VLDB 2004»
15 years 5 months ago
A Framework for Projected Clustering of High Dimensional Data Streams
Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Phil...
70
Voted
DEBU
1998
86views more  DEBU 1998»
15 years 3 days ago
Hypergraph Based Clustering in High-Dimensional Data Sets: A Summary of Results
Eui-Hong Han, George Karypis, Vipin Kumar, Bamshad...
112
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NN
2002
Springer
144views Neural Networks» more  NN 2002»
15 years 2 days ago
Projective ART for clustering data sets in high dimensional spaces
A new neural network architecture (PART) and the resulting algorithm are proposed to
Yongqiang Cao, Jianhong Wu