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    UAI
    1993
    88views Artificial Intelligence» more  UAI 1993»
    Using Causal Information and Local Measures to Learn Bayesian Networks
    13 years 9 months ago
    Using Causal Information and Local Measures to Learn Bayesian Networks
    Download  www.cs.toronto.edu
    In previous work we developed a method of learning Bayesian Network models from raw data. This method relies on the well known minimal description length (MDL) principle. The MDL ...
    Wai Lam, Fahiem Bacchus
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    IJCAI
    2001
    125views Artificial Intelligence» more  IJCAI 2001»
    Active Learning for Structure in Bayesian Networks
    13 years 9 months ago
    Active Learning for Structure in Bayesian Networks
    Download  ai.stanford.edu
    The task of causal structure discovery from empirical data is a fundamental problem in many areas. Experimental data is crucial for accomplishing this task. However, experiments a...
    Simon Tong, Daphne Koller
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    BMCBI
    2008
    214views more  BMCBI 2008»
    Enhanced Bayesian modelling in BAPS software for learning genetic structures of populations
    13 years 6 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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    BMCBI
    2011
    273views Artificial Intelligence» more  BMCBI 2011»
    Learning sparse models for a dynamic Bayesian network classifier of protein secondary structure
    12 years 11 months ago
    Learning sparse models for a dynamic Bayesian network classifier of protein secondary structure
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    Background: Protein secondary structure prediction provides insight into protein function and is a valuable preliminary step for predicting the 3D structure of a protein. Dynamic ...
    Zafer Aydin, Ajit Singh, Jeff Bilmes, William Staf...
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    BIBM
    2010
    IEEE
    189views Bioinformatics» more  BIBM 2010»
    Gene clustering by structural prior based local factor analysis model under Bayesian Ying-Yang harmony learning
    12 years 11 months ago
    Gene clustering by structural prior based local factor analysis model under Bayesian Ying-Yang harmony learning
    Download  www.cse.cuhk.edu.hk
    Lei Shi, Shikui Tu, Lei Xu
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