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» Stability of k -Means Clustering
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IJCGA
2010
71views more  IJCGA 2010»
14 years 10 months ago
Almost Optimal Solutions to k-Clustering Problems
Pankaj Kumar, Piyush Kumar
PR
2008
88views more  PR 2008»
14 years 11 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
15 years 1 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»
14 years 12 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
15 years 6 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