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» Applications of Independent Component Analysis
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BMCBI
2006
115views more  BMCBI 2006»
13 years 11 months ago
Multivariate curve resolution of time course microarray data
Background: Modeling of gene expression data from time course experiments often involves the use of linear models such as those obtained from principal component analysis (PCA), i...
Peter D. Wentzell, Tobias K. Karakach, Sushmita Ro...
IPPS
2007
IEEE
14 years 5 months ago
RASC: Dynamic Rate Allocation for Distributed Stream Processing Applications
In today’s world, stream processing systems have become important, as applications like media broadcasting, sensor network monitoring and on-line data analysis increasingly rely...
Yannis Drougas, Vana Kalogeraki
HICSS
2002
IEEE
119views Biometrics» more  HICSS 2002»
14 years 4 months ago
Task-Structure Analysis: A Modularized Approach for Modeling Knowledge Intensive Processes
Modular design methodologies, which decompose large and complex systems into components that are relatively easy to develop and maintain, have been widely adopted in the software ...
Roman M. Wong, Siddhartha Bhattacharyya
PPOPP
2006
ACM
14 years 5 months ago
On-line automated performance diagnosis on thousands of processes
Performance analysis tools are critical for the effective use of large parallel computing resources, but existing tools have failed to address three problems that limit their scal...
Philip C. Roth, Barton P. Miller
BMCBI
2010
155views more  BMCBI 2010»
13 years 11 months ago
A flexible R package for nonnegative matrix factorization
Background: Nonnegative Matrix Factorization (NMF) is an unsupervised learning technique that has been applied successfully in several fields, including signal processing, face re...
Renaud Gaujoux, Cathal Seoighe