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    MLG
    2007
    Springer
    196views Machine Learning» more  MLG 2007»
    Abductive Stochastic Logic Programs for Metabolic Network Inhibition Learning
    15 years 5 months ago
    Abductive Stochastic Logic Programs for Metabolic Network Inhibition Learning
    Download  mlg07.dsi.unifi.it
    Abstract. We revisit an application developed originally using Inductive Logic Programming (ILP) by replacing the underlying Logic Program (LP) description with Stochastic Logic Pr...
    Jianzhong Chen, Stephen Muggleton, Jose Santos
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    78
    Voted
    IJCAI
    1997
    127views Artificial Intelligence» more  IJCAI 1997»
    ILP with Noise and Fixed Example Size: A Bayesian Approach
    15 years 1 months ago
    ILP with Noise and Fixed Example Size: A Bayesian Approach
    Download  cs.anu.edu.au
    Eric McCreath, Arun Sharma
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    IJCAI
    1997
    110views Artificial Intelligence» more  IJCAI 1997»
    RHB+: A Type-Oriented ILP System Learning from Positive Data
    15 years 1 months ago
    RHB+: A Type-Oriented ILP System Learning from Positive Data
    Download  dli.iiit.ac.in
    Yutaka Sasaki, Masahiko Haruno
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    47
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    AAI
    2007
    59views more  AAI 2007»
    Relational Data Mining and ILP for Document Image Understanding
    14 years 12 months ago
    Relational Data Mining and ILP for Document Image Understanding
    Download  www.di.uniba.it
    Michelangelo Ceci, Margherita Berardi, Donato Male...
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    ILP
    2007
    Springer
    206views Automated Reasoning» more  ILP 2007»
    Using Bayesian Networks to Direct Stochastic Search in Inductive Logic Programming
    15 years 5 months ago
    Using Bayesian Networks to Direct Stochastic Search in Inductive Logic Programming
    Download  ftp.cs.wisc.edu
    Stochastically searching the space of candidate clauses is an appealing way to scale up ILP to large datasets. We address an approach that uses a Bayesian network model to adaptive...
    Louis Oliphant, Jude W. Shavlik
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