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CORR
2010
Springer
131views Education» more  CORR 2010»
15 years 1 months ago
A PAC-Bayesian Analysis of Graph Clustering and Pairwise Clustering
We formulate weighted graph clustering as a prediction problem1 : given a subset of edge weights we analyze the ability of graph clustering to predict the remaining edge weights. ...
Yevgeny Seldin
BMCBI
2008
132views more  BMCBI 2008»
15 years 1 months ago
Computational cluster validation for microarray data analysis: experimental assessment of Clest, Consensus Clustering, Figure of
Background: Inferring cluster structure in microarray datasets is a fundamental task for the so-called -omic sciences. It is also a fundamental question in Statistics, Data Analys...
Raffaele Giancarlo, Davide Scaturro, Filippo Utro
IPPS
2000
IEEE
15 years 6 months ago
The MultiCluster Model to the Integrated Use of Multiple Workstation Clusters
One of the new research tendencies within the well-established cluster computing area is the growing interest in the use of multiple workstation clusters as a single virtual parall...
Marcos E. Barreto, Rafael Bohrer Ávila, Phi...
ICML
2005
IEEE
16 years 2 months ago
Error bounds for correlation clustering
This paper presents a learning theoretical analysis of correlation clustering (Bansal et al., 2002). In particular, we give bounds on the error with which correlation clustering r...
Thorsten Joachims, John E. Hopcroft
SIGADA
2005
Springer
15 years 7 months ago
Experimental performance analysis of ada programs in cluster system
In this paper, we describe the use of the Ada language for programming in modern cluster systems. The results of experimental performance analysis of Ada and Java programs in a re...
Korochkin Alexandr, Salah Imad, Korochkin Dmitry