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    FLAIRS
    2006
    143views Artificial Intelligence» more  FLAIRS 2006»
    A Machine Learning Approach to Determine Semantic Dependency Structure in Chinese
    13 years 6 months ago
    A Machine Learning Approach to Determine Semantic Dependency Structure in Chinese
    Download  www.aaai.org
    In this paper, we attempt to automatically annotate the Penn Chinese Treebank with semantic dependency structure. Initially a small portion of the Penn Chinese Treebank was manual...
    Jiajun Yan, David B. Bracewell, Fuji Ren, Shingo K...
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    UAI
    1997
    146views Artificial Intelligence» more  UAI 1997»
    A Bayesian Approach to Learning Bayesian Networks with Local Structure
    13 years 6 months ago
    A Bayesian Approach to Learning Bayesian Networks with Local Structure
    Download  research.microsoft.com
    Recently several researchers have investigated techniques for using data to learn Bayesian networks containing compact representations for the conditional probability distribution...
    David Maxwell Chickering, David Heckerman, Christo...
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    IJCAI
    2001
    123views Artificial Intelligence» more  IJCAI 2001»
    Genetic Algorithm based Selective Neural Network Ensemble
    13 years 6 months ago
    Genetic Algorithm based Selective Neural Network Ensemble
    Download  cs.nju.edu.cn
    Neural network ensemble is a learning paradigm where several neural networks are jointly used to solve a problem. In this paper, the relationship between the generalization abilit...
    Zhi-Hua Zhou, Jianxin Wu, Yuan Jiang, Shifu Chen
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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
    12 years 8 months 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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    BMCBI
    2008
    214views more  BMCBI 2008»
    Enhanced Bayesian modelling in BAPS software for learning genetic structures of populations
    13 years 3 months ago
    Enhanced Bayesian modelling in BAPS software for learning genetic structures of populations
    Download  www.biomedcentral.com
    Background: During the most recent decade many Bayesian statistical models and software for answering questions related to the genetic structure underlying population samples have...
    Jukka Corander, Pekka Marttinen, Jukka Siré...
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