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    » Compiling relational Bayesian networks for exact inference
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    ICTAI
    2006
    IEEE
    110views Artificial Intelligence» more  ICTAI 2006»
    Belief Update in Bayesian Networks Using Uncertain Evidence
    14 years 2 months ago
    Belief Update in Bayesian Networks Using Uncertain Evidence
    Download  www.cs.umbc.edu
    This paper reports our investigation on the problem of belief update in Bayesian networks (BN) using uncertain evidence. We focus on two types of uncertain evidences, virtual evid...
    Rong Pan, Yun Peng, Zhongli Ding
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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 8 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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    UAI
    2001
    138views Artificial Intelligence» more  UAI 2001»
    A Bayesian Multiresolution Independence Test for Continuous Variables
    13 years 10 months ago
    A Bayesian Multiresolution Independence Test for Continuous Variables
    Download  www.cs.cmu.edu
    In this paper we present a method of computing the posterior probability of conditional independence of two or more continuous variables from data, examined at several resolutions...
    Dimitris Margaritis, Sebastian Thrun
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    PERCOM
    2007
    ACM
    190views Computer Networks» more  PERCOM 2007»
    Structural Learning of Activities from Sparse Datasets
    14 years 8 months ago
    Structural Learning of Activities from Sparse Datasets
    Download  www.comp.lancs.ac.uk
    Abstract. A major challenge in pervasive computing is to learn activity patterns, such as bathing and cleaning from sensor data. Typical sensor deployments generate sparse datasets...
    Fahd Albinali, Nigel Davies, Adrian Friday
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    ACL
    2012
    230views Computational Linguistics» more  ACL 2012»
    Learning to "Read Between the Lines" using Bayesian Logic Programs
    11 years 11 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 â€...
    Sindhu Raghavan, Raymond J. Mooney, Hyeonseo Ku
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