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BMCBI
2005
120views more  BMCBI 2005»
14 years 11 months ago
SpectralNET - an application for spectral graph analysis and visualization
Background: Graph theory provides a computational framework for modeling a variety of datasets including those emerging from genomics, proteomics, and chemical genetics. Networks ...
Joshua J. Forman, Paul A. Clemons, Stuart L. Schre...
DCC
2006
IEEE
15 years 11 months ago
Compression and Machine Learning: A New Perspective on Feature Space Vectors
The use of compression algorithms in machine learning tasks such as clustering and classification has appeared in a variety of fields, sometimes with the promise of reducing probl...
D. Sculley, Carla E. Brodley
DKE
2010
136views more  DKE 2010»
14 years 9 months ago
Application integration on the user interface level: An ontology-based approach
Integration of software applications can be achieved on different levels: the data level, the business logic level, and the user interface level. Integration on the user interface ...
Heiko Paulheim, Florian Probst
90
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CSE
2009
IEEE
15 years 6 months ago
Inferring Unobservable Inter-community Links in Large Social Networks
Abstract—Social networks can be used to model social interactions between individuals. In many circumstances, not all interactions between individuals are observed. In such cases...
Heath Hohwald, Manuel Cebrián, Arturo Canal...
BMCBI
2008
78views more  BMCBI 2008»
14 years 11 months ago
Evaluation of time profile reconstruction from complex two-color microarray designs
Background: As an alternative to the frequently used "reference design" for two-channel microarrays, other designs have been proposed. These designs have been shown to b...
Ana C. Fierro, Raphael Thuret, Kristof Engelen, Gi...