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BMCBI
2007
104views more  BMCBI 2007»
13 years 4 months ago
Validating module network learning algorithms using simulated data
Tom Michoel, Steven Maere, Eric Bonnet, Anagha Jos...
WSC
2008
13 years 7 months ago
A modeling-based classification algorithm validated with simulated data
We present a Generalized Lotka-Volterra (GLV) based approach for modeling and simulation of supervised inductive learning, and construction of an efficient classification algorith...
Karen Hovsepian, Peter Anselmo, Subhasish Mazumdar
ESM
2000
13 years 6 months ago
Wide area network module - for FDT based simulation of multicast communication protocols
The framework of this paper is the design of complex communication protocols by simulation, based on formal description techniques (FDT). We propose a general-purpose scalable mod...
Eugen Borcoci, Stanislaw Budkowski
BMCBI
2011
12 years 12 months ago
Motif-guided sparse decomposition of gene expression data for regulatory module identification
Background: Genes work coordinately as gene modules or gene networks. Various computational approaches have been proposed to find gene modules based on gene expression data; for e...
Ting Gong, Jianhua Xuan, Li Chen, Rebecca B. Riggi...
BMCBI
2008
136views more  BMCBI 2008»
13 years 5 months ago
A comparison of machine learning algorithms for chemical toxicity classification using a simulated multi-scale data model
Background: Bioactivity profiling using high-throughput in vitro assays can reduce the cost and time required for toxicological screening of environmental chemicals and can also r...
Richard Judson, Fathi Elloumi, R. Woodrow Setzer, ...