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    COLING
    2008
    119views Computational Linguistics» more  COLING 2008»
    Exact Inference for Multi-label Classification using Sparse Graphical Models
    13 years 8 months ago
    Exact Inference for Multi-label Classification using Sparse Graphical Models
    Download  www-tsujii.is.s.u-tokyo.ac.jp
    This paper describes a parameter estimation method for multi-label classification that does not rely on approximate inference. It is known that multi-label classification involvin...
    Yusuke Miyao, Jun-ichi Tsujii
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    ICML
    2007
    IEEE
    238views Machine Learning» more  ICML 2007»
    Learning from interpretations: a rooted kernel for ordered hypergraphs
    14 years 7 months ago
    Learning from interpretations: a rooted kernel for ordered hypergraphs
    Download  www.machinelearning.org
    The paper presents a kernel for learning from ordered hypergraphs, a formalization that captures relational data as used in Inductive Logic Programming (ILP). The kernel generaliz...
    Gabriel Wachman, Roni Khardon
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    KDD
    2003
    ACM
    112views Data Mining» more  KDD 2003»
    Screening and interpreting multi-item associations based on log-linear modeling
    14 years 7 months ago
    Screening and interpreting multi-item associations based on log-linear modeling
    Download  www.sis.uncc.edu
    Association rules have received a lot of attention in the data
    Daniel Barbará, Xintao Wu, Yong Ye
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    ICDM
    2009
    IEEE
    152views Data Mining» more  ICDM 2009»
    A Sparsification Approach for Temporal Graphical Model Decomposition
    13 years 4 months ago
    A Sparsification Approach for Temporal Graphical Model Decomposition
    Download  www.cs.kent.edu
    Temporal causal modeling can be used to recover the causal structure among a group of relevant time series variables. Several methods have been developed to explicitly construct te...
    Ning Ruan, Ruoming Jin, Victor E. Lee, Kun Huang
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    VC
    2010
    168views more  VC 2010»
    From sentence to emotion: a real-time three-dimensional graphics metaphor of emotions extracted from text
    13 years 1 months ago
    From sentence to emotion: a real-time three-dimensional graphics metaphor of emotions extracted from text
    Download  vrlab.epfl.ch
    This paper presents a novel concept: a graphical representation of human emotion extracted from text sentences. The major contributions of this paper are the following. First, we p...
    Stéphane Gobron, Junghyun Ahn, Georgios Pal...
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