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    IJCAI
    2007
    184views Artificial Intelligence» more  IJCAI 2007»
    A Fully Connectionist Model Generator for Covered First-Order Logic Programs
    13 years 7 months ago
    A Fully Connectionist Model Generator for Covered First-Order Logic Programs
    Download  www.wv.inf.tu-dresden.de
    We present a fully connectionist system for the learning of first-order logic programs and the generation of corresponding models: Given a program and a set of training examples,...
    Sebastian Bader, Pascal Hitzler, Steffen Höll...
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    IDA
    1998
    Springer
    171views Information Technology» more  IDA 1998»
    Self-Organized-Expert Modular Network for Classification of Spatiotemporal Sequences
    13 years 6 months ago
    Self-Organized-Expert Modular Network for Classification of Spatiotemporal Sequences
    Download  www.kddresearch.org
    We investigate a form of modular neural network for classification with (a) pre-separated input vectors entering its specialist (expert) networks, (b) specialist networks which ar...
    Sylvian R. Ray, William H. Hsu
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    BMCBI
    2008
    147views more  BMCBI 2008»
    Transmembrane helix prediction using amino acid property features and latent semantic analysis
    13 years 6 months ago
    Transmembrane helix prediction using amino acid property features and latent semantic analysis
    Download  eprints.iisc.ernet.in
    Background: Prediction of transmembrane (TM) helices by statistical methods suffers from lack of sufficient training data. Current best methods use hundreds or even thousands of f...
    Madhavi Ganapathiraju, Narayanas Balakrishnan, Raj...
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    HYBRID
    1998
    Springer
    112views Control Systems» more  HYBRID 1998»
    A Connectionist Simulation of the Empirical Acquisition of Grammatical Relations
    13 years 10 months ago
    A Connectionist Simulation of the Empirical Acquisition of Grammatical Relations
    Download  crl.ucsd.edu
    Abstract. This paper proposes an account of the acquisition of grammatical relations using the basic concepts of connectionism and a construction-based theory of grammar. Many prev...
    William C. Morris, Garrison W. Cottrell, Jeffrey L...
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    UAI
    2008
    234views Artificial Intelligence» more  UAI 2008»
    Improving the Accuracy and Efficiency of MAP Inference for Markov Logic
    13 years 7 months ago
    Improving the Accuracy and Efficiency of MAP Inference for Markov Logic
    Download  uai2008.cs.helsinki.fi
    In this work we present Cutting Plane Inference (CPI), a Maximum A Posteriori (MAP) inference method for Statistical Relational Learning. Framed in terms of Markov Logic and inspi...
    Sebastian Riedel
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