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    IJCNN
    2006
    IEEE
    165views Neural Networks» more  IJCNN 2006»
    Improving the Convergence of Backpropagation by Opposite Transfer Functions
    15 years 3 months ago
    Improving the Convergence of Backpropagation by Opposite Transfer Functions
    Download  gauss.uwaterloo.ca
    —The backpropagation algorithm is a very popular approach to learning in feed-forward multi-layer perceptron networks. However, in many scenarios the time required to adequately ...
    Mario Ventresca, Hamid R. Tizhoosh
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    ATAL
    2005
    Springer
    181views Intelligent Agents» more  ATAL 2005»
    Improving reinforcement learning function approximators via neuroevolution
    15 years 3 months ago
    Improving reinforcement learning function approximators via neuroevolution
    Download  www.aaai.org
    Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
    Shimon Whiteson
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    ACL
    2009
    123views Computational Linguistics» more  ACL 2009»
    Improving Automatic Speech Recognition for Lectures through Transformation-based Rules Learned from Minimal Data
    14 years 7 months ago
    Improving Automatic Speech Recognition for Lectures through Transformation-based Rules Learned from Minimal Data
    Download  newdesign.aclweb.org
    We demonstrate that transformation-based learning can be used to correct noisy speech recognition transcripts in the lecture domain with an average word error rate reduction of 12...
    Cosmin Munteanu, Gerald Penn, Xiaodan Zhu
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    PSB
    2008
    153views Applied Computing» more  PSB 2008»
    Combining Molecular Dynamics and Machine Learning to Improve Protein Function Recognition
    14 years 11 months ago
    Combining Molecular Dynamics and Machine Learning to Improve Protein Function Recognition
    Download  psb.stanford.edu
    Dariya S. Glazer, Randall J. Radmer, Russ B. Altma...
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    BMCBI
    2007
    64views more  BMCBI 2007»
    Improved functional prediction of proteins by learning kernel combinations in multilabel settings
    14 years 9 months ago
    Improved functional prediction of proteins by learning kernel combinations in multilabel settings
    Download  www.cs.helsinki.fi
    Volker Roth, Bernd Fischer
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