5096 search results - page 121 / 1020 » Landscape of Clustering Algorithms |
AUSAI
2007
Springer
15 years 11 months ago
2007
Springer
Abstract. We present a novel algorithm called DBSC, which finds subspace clusters in numerical datasets based on the concept of ”dependency”. This algorithm employs a depth-...
134
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EUROPAR
2003
Springer
15 years 10 months ago
2003
Springer
In this paper we propose a new parallel clustering algorithm based on the incremental construction of the compact sets of a collection of objects. This parallel algorithm is portab...
139
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JDCTA
2010
14 years 11 months ago
2010
Direct 3D volume segmentation is one of the difficult and hot research fields in 3D medical data field processing. Using the clustering and analyzing techniques of data mining, a ...
137
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STOC
2003
ACM
16 years 5 months ago
2003
ACM
We study clustering problems in the streaming model, where the goal is to cluster a set of points by making one pass (or a few passes) over the data using a small amount of storag...
136
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CIARP
2005
Springer
15 years 10 months ago
2005
Springer
Abstract. In this paper we introduce a general framework for hierarchical clustering that deals with both static and dynamic data sets. From this framework, different hierarchical...