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» A clustering method that uses lossy aggregation of data
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111
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JIB
2007
124views more  JIB 2007»
15 years 16 days ago
Analysis of integrated biomolecular networks using a generic network analysis suite
The informative value of biomolecular networks has shifted from being solely information resources for possible cellular partners (whether these embody proteins, (ribo)nucleic aci...
Matthias Oesterheld, Hans-Werner Mewes, Volker St&...
SIGMOD
2006
ACM
113views Database» more  SIGMOD 2006»
16 years 24 days ago
XPORT: extensible profile-driven overlay routing trees
XPORT is a profile-driven distributed data dissemination system that supports an extensible set of data types, profiles types, and optimization metrics. XPORT efficiently implemen...
Olga Papaemmanouil, Yanif Ahmad, Ugur Çetin...
128
Voted
JCB
2007
198views more  JCB 2007»
15 years 16 days ago
Bayesian Hierarchical Model for Large-Scale Covariance Matrix Estimation
Many bioinformatics problems can implicitly depend on estimating large-scale covariance matrix. The traditional approaches tend to give rise to high variance and low accuracy esti...
Dongxiao Zhu, Alfred O. Hero III
100
Voted
CLUSTER
2009
IEEE
15 years 7 months ago
Analyzing massive astrophysical datasets: Can Pig/Hadoop or a relational DBMS help?
Abstract— As the datasets used to fuel modern scientific discovery grow increasingly large, they become increasingly difficult to manage using conventional software. Parallel d...
Sarah Loebman, Dylan Nunley, YongChul Kwon, Bill H...
168
Voted
BMCBI
2006
202views more  BMCBI 2006»
15 years 21 days ago
Integrated biclustering of heterogeneous genome-wide datasets for the inference of global regulatory networks
Background: The learning of global genetic regulatory networks from expression data is a severely under-constrained problem that is aided by reducing the dimensionality of the sea...
David J. Reiss, Nitin S. Baliga, Richard Bonneau