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CSB
2002
IEEE
169views Bioinformatics» more  CSB 2002»
15 years 11 months ago
Bayesian Network and Nonparametric Heteroscedastic Regression for Nonlinear Modeling of Genetic Network
We propose a new statistical method for constructing a genetic network from microarray gene expression data by using a Bayesian network. An essential point of Bayesian network con...
Seiya Imoto, SunYong Kim, Takao Goto, Sachiyo Abur...
NIPS
2004
15 years 8 months ago
Expectation Consistent Free Energies for Approximate Inference
We propose a novel a framework for deriving approximations for intractable probabilistic models. This framework is based on a free energy (negative log marginal likelihood) and ca...
Manfred Opper, Ole Winther
COMCOM
2006
110views more  COMCOM 2006»
15 years 6 months ago
MULTI+: A robust and topology-aware peer-to-peer multicast service
TOPLUS is a lookup service for structured peer-to-peer networks that is based on the hierarchical grouping of peers according to network IP prefixes. In this paper we present MULT...
Luis Garcés-Erice, Ernst W. Biersack
BMCBI
2010
126views more  BMCBI 2010»
15 years 7 months ago
Simulation of a Petri net-based Model of the Terpenoid Biosynthesis Pathway
Background: The development and simulation of dynamic models of terpenoid biosynthesis has yielded a systems perspective that provides new insights into how the structure of this ...
Aliah Hazmah Hawari, Zeti-Azura Mohamed-Hussein
WWW
2004
ACM
16 years 7 months ago
Automatic web news extraction using tree edit distance
The Web poses itself as the largest data repository ever available in the history of humankind. Major efforts have been made in order to provide efficient access to relevant infor...
Davi de Castro Reis, Paulo Braz Golgher, Altigran ...