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    JMLR
    2006
    118views more  JMLR 2006»
    Learning Factor Graphs in Polynomial Time and Sample Complexity
    13 years 4 months ago
    Learning Factor Graphs in Polynomial Time and Sample Complexity
    Download  jmlr.csail.mit.edu
    We study the computational and sample complexity of parameter and structure learning in graphical models. Our main result shows that the class of factor graphs with bounded degree...
    Pieter Abbeel, Daphne Koller, Andrew Y. Ng
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    GECCO
    2006
    Springer
    195views Optimization» more  GECCO 2006»
    Studying XCS/BOA learning in Boolean functions: structure encoding and random Boolean functions
    13 years 8 months ago
    Studying XCS/BOA learning in Boolean functions: structure encoding and random Boolean functions
    Download  www.coboslab.psychologie.uni-wuerzburg.de
    Recently, studies with the XCS classifier system on Boolean functions have shown that in certain types of functions simple crossover operators can lead to disruption and, conseque...
    Martin V. Butz, Martin Pelikan
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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 4 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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    ESWA
    2008
    151views more  ESWA 2008»
    Automated diagnosis of sewer pipe defects based on machine learning approaches
    13 years 5 months ago
    Automated diagnosis of sewer pipe defects based on machine learning approaches
    Download  sds.caece.net
    In sewage rehabilitation planning, closed circuit television (CCTV) systems are the widely used inspection tools in assessing sewage structural conditions for non man entry pipes....
    Ming-Der Yang, Tung-Ching Su
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    ICCV
    1999
    IEEE
    215views Computer Vision» more  ICCV 1999»
    Control in a 3D Reconstruction System using Selective Perception
    14 years 6 months ago
    Control in a 3D Reconstruction System using Selective Perception
    Download  vis-www.cs.umass.edu
    This paper presents a control structure for general purpose image understanding that addresses both the high level of uncertainty in local hypotheses and the computational complex...
    Maurício Marengoni, Allen R. Hanson, Shlomo...
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