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BMCBI
2005
80views more  BMCBI 2005»
14 years 10 months ago
Sample phenotype clusters in high-density oligonucleotide microarray data sets are revealed using Isomap, a nonlinear algorithm
Background: Life processes are determined by the organism's genetic profile and multiple environmental variables. However the interaction between these factors is inherently ...
Kevin Dawson, Raymond L. Rodriguez, Wasyl Malyj
JMLR
2010
175views more  JMLR 2010»
14 years 4 months ago
Hierarchical Convex NMF for Clustering Massive Data
We present an extension of convex-hull non-negative matrix factorization (CH-NMF) which was recently proposed as a large scale variant of convex non-negative matrix factorization ...
Kristian Kersting, Mirwaes Wahabzada, Christian Th...
HICSS
2008
IEEE
88views Biometrics» more  HICSS 2008»
15 years 4 months ago
An Analysis of Korean National Information Strategy of IT839
Recently, the Korean government launched the IT839 project with the objective of converting Korea into a ubiquitous information society. This study investigates the role of the Ko...
Dong Hee Shin, Won-Yong Kim
SAMOS
2009
Springer
15 years 4 months ago
Visualization of Computer Architecture Simulation Data for System-Level Design Space Exploration
System-level computer architecture simulations create large volumes of simulation data to explore alternative architectural solutions. Interpreting and drawing conclusions from thi...
Toktam Taghavi, Mark Thompson, Andy D. Pimentel
PODS
2010
ACM
197views Database» more  PODS 2010»
14 years 10 months ago
When data dependencies over SQL tables meet the logics of paradox and S-3
We study functional and multivalued dependencies over SQL tables with NOT NULL constraints. Under a no-information interpretation of null values we develop tools for reasoning. We...
Sven Hartmann, Sebastian Link