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    IDA
    2005
    Springer
    163views Information Technology» more  IDA 2005»
    Combining Bayesian Networks with Higher-Order Data Representations
    14 years 1 months ago
    Combining Bayesian Networks with Higher-Order Data Representations
    Download  drops.dagstuhl.de
    Abstract. This paper introduces Higher-Order Bayesian Networks, a probabilistic reasoning formalism which combines the efficient reasoning mechanisms of Bayesian Networks with the...
    Elias Gyftodimos, Peter A. Flach
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    ACL
    2012
    230views Computational Linguistics» more  ACL 2012»
    Learning to "Read Between the Lines" using Bayesian Logic Programs
    11 years 10 months ago
    Learning to "Read Between the Lines" using Bayesian Logic Programs
    Download  aclweb.org
    Most information extraction (IE) systems identify facts that are explicitly stated in text. However, in natural language, some facts are implicit, and identifying them requires ...
    Sindhu Raghavan, Raymond J. Mooney, Hyeonseo Ku
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    ICDM
    2009
    IEEE
    141views Data Mining» more  ICDM 2009»
    Discovering Excitatory Networks from Discrete Event Streams with Applications to Neuronal Spike Train Analysis
    14 years 2 months ago
    Discovering Excitatory Networks from Discrete Event Streams with Applications to Neuronal Spike Train Analysis
    Download  research.microsoft.com
    —Mining temporal network models from discrete event streams is an important problem with applications in computational neuroscience, physical plant diagnostics, and human-compute...
    Debprakash Patnaik, Srivatsan Laxman, Naren Ramakr...
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    JIB
    2006
    220views more  JIB 2006»
    An assessment of machine and statistical learning approaches to inferring networks of protein-protein interactions
    13 years 7 months ago
    An assessment of machine and statistical learning approaches to inferring networks of protein-protein interactions
    Download  journal.imbio.de
    Protein-protein interactions (PPI) play a key role in many biological systems. Over the past few years, an explosion in availability of functional biological data obtained from hi...
    Fiona Browne, Haiying Wang, Huiru Zheng, Francisco...
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    HUC
    2010
    Springer
    206views Human Computer Interaction» more  HUC 2010»
    Bayesian recognition of motion related activities with inertial sensors
    13 years 7 months ago
    Bayesian recognition of motion related activities with inertial sensors
    Download  elib.dlr.de
    This work presents the design and evaluation of an activity recognition system for seven important motion related activities. The only sensor used is an Inertial Measurement Unit ...
    Korbinian Frank, Maria Josefa Vera Nadales, Patric...
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