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CCGRID
2006
IEEE
15 years 10 months ago
Grid-User Driven Grid Research, The CoBRA Grid
A new multi-purpose LightWeight Grid system (LWG) is introduced, under the acronym CoBRA grid (Computational Basic Reprogrammable Adaptive grid). It provides the functionality gri...
Peter Hellinckx, Gunther Stuer, Wouter Hendrickx, ...
CIKM
2006
Springer
15 years 8 months ago
Incremental hierarchical clustering of text documents
Incremental hierarchical text document clustering algorithms are important in organizing documents generated from streaming on-line sources, such as, Newswire and Blogs. However, ...
Nachiketa Sahoo, Jamie Callan, Ramayya Krishnan, G...
NIPS
2008
15 years 5 months ago
Clustering via LP-based Stabilities
A novel center-based clustering algorithm is proposed in this paper. We first formulate clustering as an NP-hard linear integer program and we then use linear programming and the ...
Nikos Komodakis, Nikos Paragios, Georgios Tziritas
COLT
2010
Springer
15 years 2 months ago
Characterization of Linkage-based Clustering
Clustering is a central unsupervised learning task with a wide variety of applications. Not surprisingly, there exist many clustering algorithms. However, unlike classification ta...
Margareta Ackerman, Shai Ben-David, David Loker
BMCBI
2004
181views more  BMCBI 2004»
15 years 4 months ago
Iterative class discovery and feature selection using Minimal Spanning Trees
Background: Clustering is one of the most commonly used methods for discovering hidden structure in microarray gene expression data. Most current methods for clustering samples ar...
Sudhir Varma, Richard Simon