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» Stability of k -Means Clustering
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IJCGA
2010
71views more  IJCGA 2010»
13 years 6 months ago
Almost Optimal Solutions to k-Clustering Problems
Pankaj Kumar, Piyush Kumar
PR
2008
88views more  PR 2008»
13 years 8 months ago
Modified global k
Clustering in gene expression data sets is a challenging problem. Different algorithms for clustering of genes have been proposed. However due to the large number of genes only a ...
Adil M. Bagirov
CIBB
2008
13 years 10 months ago
Unsupervised Stability-Based Ensembles to Discover Reliable Structures in Complex Bio-molecular Data
The assessment of the reliability of clusters discovered in bio-molecular data is a central issue in several bioinformatics problems. Several methods based on the concept of stabil...
Alberto Bertoni, Giorgio Valentini
BMCBI
2008
117views more  BMCBI 2008»
13 years 8 months ago
New resampling method for evaluating stability of clusters
Background: Hierarchical clustering is a widely applied tool in the analysis of microarray gene expression data. The assessment of cluster stability is a major challenge in cluste...
Irina Gana Dresen, Tanja Boes, Johannes Hüsin...
GLOBECOM
2007
IEEE
14 years 2 months ago
Stability of Hierarchical Mobile Ad Hoc Networks
Abstract—In hierarchical mobile ad hoc networks, the architectual stability is a key factor in determining the network performance. There are many solutions proposed to construct...
Yi Xu, Wenye Wang