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    GECCO
    2005
    Springer
    127views Optimization» more  GECCO 2005»
    Identifying valid solutions for the inference of regulatory networks
    15 years 3 months ago
    Identifying valid solutions for the inference of regulatory networks
    Download  www.ra.cs.uni-tuebingen.de
    In this paper, we address the problem of finding gene regulatory networks from experimental DNA microarray data. The problem often is multi-modal and therefore appropriate optimi...
    Christian Spieth, Felix Streichert, Nora Speer, An...
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    BIOCOMP
    2006
    233views Bioinformatics» more  BIOCOMP 2006»
    Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM) for Modeling of Gene Network from Time Series Gene
    14 years 11 months ago
    Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM) for Modeling of Gene Network from Time Series Gene
    Download  ww1.ucmss.com
    Exploring gene regulatory network is a key topic in molecular biology. In this paper, we present a new dynamic Bayesian network (DBN) framework embedded with structural expectatio...
    Yu Zhang, Zhidong Deng, Hongshan Jiang, Peifa Jia
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    AIME
    2005
    Springer
    119views Artificial Intelligence» more  AIME 2005»
    An Algorithm to Learn Causal Relations Between Genes from Steady State Data: Simulation and Its Application to Melanoma Dataset
    14 years 12 months ago
    An Algorithm to Learn Causal Relations Between Genes from Steady State Data: Simulation and Its Application to Melanoma Dataset
    Download  www.public.asu.edu
    In recent years, a few researchers have challenged past dogma and suggested methods (such as the IC algorithm) for inferring causal relationship among variables using steady state ...
    Xin Zhang, Chitta Baral, Seungchan Kim
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    BMCBI
    2010
    167views more  BMCBI 2010»
    Inference of sparse combinatorial-control networks from gene-expression data: a message passing approach
    14 years 10 months ago
    Inference of sparse combinatorial-control networks from gene-expression data: a message passing approach
    Download  www.biomedcentral.com
    Background: Transcriptional gene regulation is one of the most important mechanisms in controlling many essential cellular processes, including cell development, cell-cycle contro...
    Marc Bailly-Bechet, Alfredo Braunstein, Andrea Pag...
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    APBC
    2006
    87views Bioinformatics» more  APBC 2006»
    Inference of Gene Regulatory Networks from Microarray Data: A Fuzzy Logic Approach
    14 years 11 months ago
    Inference of Gene Regulatory Networks from Microarray Data: A Fuzzy Logic Approach
    Download  www.comp.nus.edu.sg
    Patrick C. H. Ma, Keith C. C. Chan
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