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    ICA
    2010
    Springer
    136views Signal Processing» more  ICA 2010»
    Use of Prior Knowledge in a Non-Gaussian Method for Learning Linear Structural Equation Models
    13 years 8 months ago
    Use of Prior Knowledge in a Non-Gaussian Method for Learning Linear Structural Equation Models
    Download  www.ar.sanken.osaka-u.ac.jp
    Abstract. We discuss causal structure learning based on linear structural equation models. Conventional learning methods most often assume Gaussianity and create many indistinguish...
    Takanori Inazumi, Shohei Shimizu, Takashi Washio
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    FUIN
    2008
    108views more  FUIN 2008»
    Learning Ground CP-Logic Theories by Leveraging Bayesian Network Learning Techniques
    13 years 6 months ago
    Learning Ground CP-Logic Theories by Leveraging Bayesian Network Learning Techniques
    Download  lirias.kuleuven.be
    Causal relations are present in many application domains. Causal Probabilistic Logic (CP-logic) is a probabilistic modeling language that is especially designed to express such rel...
    Wannes Meert, Jan Struyf, Hendrik Blockeel
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    ICML
    2005
    IEEE
    173views Machine Learning» more  ICML 2005»
    Predicting protein folds with structural repeats using a chain graph model
    14 years 8 months ago
    Predicting protein folds with structural repeats using a chain graph model
    Download  www.cs.cmu.edu
    Protein fold recognition is a key step towards inferring the tertiary structures from amino-acid sequences. Complex folds such as those consisting of interacting structural repeat...
    Yan Liu, Eric P. Xing, Jaime G. Carbonell
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    ICPR
    2002
    IEEE
    125views computer vision» more  ICPR 2002»
    Two-Hand Gesture Recognition using Coupled Switching Linear Model
    14 years 8 months ago
    Two-Hand Gesture Recognition using Coupled Switching Linear Model
    Download  www.i.ci.ritsumei.ac.jp
    We present a method coupling multiple switching linear models. The coupled switching linear model is an interactive process of two switching linear models. Coupling is given throu...
    Mun Ho Jeong, Yoshinori Kuno, Nobutaka Shimada, Yo...
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    EDM
    2008
    169views Data Mining» more  EDM 2008»
    Mining Student Behavior Models in Learning-by-Teaching Environments
    13 years 9 months ago
    Mining Student Behavior Models in Learning-by-Teaching Environments
    Download  www.teachableagents.org
    This paper discusses our approach to building models and analyzing student behaviors in different versions of our learning by teaching environment where students learn by teaching ...
    Hogyeong Jeong, Gautam Biswas
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