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    ISBI
    2007
    IEEE
    171views Medical Imaging» more  ISBI 2007»
    Locally Adaptive Autoregressive Active Models for Segmentation of 3d Anatomical Structures
    14 years 3 months ago
    Locally Adaptive Autoregressive Active Models for Segmentation of 3d Anatomical Structures
    Download  vision.mas.ecp.fr
    Many techniques of knowledge-based segmentation consist of building statistical models that describe the deformations of the structure of interest, and then fit these models to t...
    Charles Florin, Nikos Paragios, Gareth Funka-Lea, ...
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    CSDA
    2006
    94views more  CSDA 2006»
    Signal extraction for simulated games with a large number of players
    13 years 9 months ago
    Signal extraction for simulated games with a large number of players
    Download  www.helsinki.fi
    A signal extraction problem in simulated games is studied. A modelling technique is proposed for deriving beliefs for players in simulated games. Since standard Bayesian games pro...
    Aki Lehtinen
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    UAI
    1996
    120views Artificial Intelligence» more  UAI 1996»
    Efficient Approximations for the Marginal Likelihood of Incomplete Data Given a Bayesian Network
    13 years 10 months ago
    Efficient Approximations for the Marginal Likelihood of Incomplete Data Given a Bayesian Network
    Download  research.microsoft.com
    We discuss Bayesian methods for learning Bayesian networks when data sets are incomplete. In particular, we examine asymptotic approximations for the marginal likelihood of incomp...
    David Maxwell Chickering, David Heckerman
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    PAMI
    2008
    119views more  PAMI 2008»
    Triplet Markov Fields for the Classification of Complex Structure Data
    13 years 9 months ago
    Triplet Markov Fields for the Classification of Complex Structure Data
    Download  mistis.inrialpes.fr
    We address the issue of classifying complex data. We focus on three main sources of complexity, namely, the high dimensionality of the observed data, the dependencies between these...
    Juliette Blanchet, Florence Forbes
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    BMCBI
    2011
    252views Artificial Intelligence» more  BMCBI 2011»
    A hierarchical Bayesian network approach for linkage disequilibrium modeling and data-dimensionality reduction prior to genome-w
    13 years 19 days ago
    A hierarchical Bayesian network approach for linkage disequilibrium modeling and data-dimensionality reduction prior to genome-w
    Download  www.biomedcentral.com
    Background: Discovering the genetic basis of common genetic diseases in the human genome represents a public health issue. However, the dimensionality of the genetic data (up to 1...
    Raphael Mourad, Christine Sinoquet, Philippe Leray
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