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    ESANN
    2000
    125views Neural Networks» more  ESANN 2000»
    A neural network approach to adaptive pattern analysis - the deformable feature map
    13 years 9 months ago
    A neural network approach to adaptive pattern analysis - the deformable feature map
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    Abstract. In this paper, we presen t an algorithm that provides adaptive plasticity in function approximation problems: the deformable (feature) map (DM) algorithm. The DM approach...
    Axel Wismüller, Frank Vietze, Dominik R. Ders...
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    ESANN
    2007
    127views Neural Networks» more  ESANN 2007»
    Optimizing kernel parameters by second-order methods
    13 years 9 months ago
    Optimizing kernel parameters by second-order methods
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    Radial basis function network (RBF) kernels are widely used for support vector machines (SVMs). But for model selection of an SVM, we need to optimize the kernel parameter and the ...
    Shigeo Abe
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    ESANN
    2007
    135views Neural Networks» more  ESANN 2007»
    Kernel PCA based clustering for inducing features in text categorization
    13 years 9 months ago
    Kernel PCA based clustering for inducing features in text categorization
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    We study dimensionality reduction or feature selection in text document categorization problem. We focus on the first step in building text categorization systems, that is the cho...
    Zsolt Minier, Lehel Csató
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    ESANN
    2007
    139views Neural Networks» more  ESANN 2007»
    Exploring the causal order of binary variables via exponential hierarchies of Markov kernels
    13 years 9 months ago
    Exploring the causal order of binary variables via exponential hierarchies of Markov kernels
    Download  www.dice.ucl.ac.be
    Abstract. We propose a new algorithm for estimating the causal structure that underlies the observed dependence among n (n ≥ 4) binary variables X1, . . . , Xn. Our inference pri...
    Xiaohai Sun, Dominik Janzing
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    ESANN
    2007
    148views Neural Networks» more  ESANN 2007»
    Applying the Episodic Natural Actor-Critic Architecture to Motor Primitive Learning
    13 years 9 months ago
    Applying the Episodic Natural Actor-Critic Architecture to Motor Primitive Learning
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    In this paper, we investigate motor primitive learning with the Natural Actor-Critic approach. The Natural Actor-Critic consists out of actor updates which are achieved using natur...
    Jan Peters, Stefan Schaal
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