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» Using Bayesian networks to analyze expression data

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BMCBI
2004

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Bayesian model accounting for within-class biological variability in Serial Analysis of Gene Expression (SAGE)

14 years 9 months ago

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Background: An important challenge for transcript counting methods such as Serial Analysis of Gene Expression (SAGE), "Digital Northern" or Massively Parallel Signature ...

Ricardo Z. N. Vêncio, Helena Brentani, Diogo...

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SARA
2007
Springer

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Active Learning of Dynamic Bayesian Networks in Markov Decision Processes

15 years 3 months ago

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Several recent techniques for solving Markov decision processes use dynamic Bayesian networks to compactly represent tasks. The dynamic Bayesian network representation may not be g...

Anders Jonsson, Andrew G. Barto

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JMLR
2006

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MinReg: A Scalable Algorithm for Learning Parsimonious Regulatory Networks in Yeast and Mammals

14 years 9 months ago

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In recent years, there has been a growing interest in applying Bayesian networks and their extensions to reconstruct regulatory networks from gene expression data. Since the gene ...

Dana Pe'er, Amos Tanay, Aviv Regev

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IUI
2003
ACM

124views Software Engineering» more IUI 2003»

Information filtering using bayesian networks: effective user interfaces for aviation weather data

15 years 2 months ago

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Corinne Clinton Ruokangas, Ole J. Mengshoel

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