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    ESANN
    2003
    99views Neural Networks» more  ESANN 2003»
    A new rule extraction algorithm based on interval arithmetic
    13 years 11 months ago
    A new rule extraction algorithm based on interval arithmetic
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    In this paper we propose a new algorithm for rule extraction from a trained Multilayer Feedforward network. The algorithm is based on an interval arithmetic network inversion for p...
    Carlos Hernández-Espinosa, Mercedes Fern&aa...
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    ESANN
    2003
    147views Neural Networks» more  ESANN 2003»
    Subject Categorization for Web Educational Resources using MLP
    13 years 11 months ago
    Subject Categorization for Web Educational Resources using MLP
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    Abstract. The purpose of this study is to develop subject categorization methods for educational resources using multilayer perceptron (MLP) and to examine the performance of the t...
    Minoru Nakayama, Yasutaka Shimizu
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    ESANN
    2003
    151views Neural Networks» more  ESANN 2003»
    Accelerating the convergence speed of neural networks learning methods using least squares
    13 years 11 months ago
    Accelerating the convergence speed of neural networks learning methods using least squares
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    In this work a hybrid training scheme for the supervised learning of feedforward neural networks is presented. In the proposed method, the weights of the last layer are obtained em...
    Oscar Fontenla-Romero, Deniz Erdogmus, José...
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    ESANN
    2003
    96views Neural Networks» more  ESANN 2003»
    Semi-automatic acquisition and labelling of image data using SOMs
    13 years 11 months ago
    Semi-automatic acquisition and labelling of image data using SOMs
    Download  www.dice.ucl.ac.be
    Abstract. Application of neural networks for real world object recognition suffers from the need to acquire large quantities of labelled image data. We propose a solution that acq...
    Gunther Heidemann, Axel Saalbach, Helge Ritter
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    ESANN
    2003
    100views Neural Networks» more  ESANN 2003»
    Robust Vector Quantization for Burst Error Channels Using Genetic Algorithm
    13 years 11 months ago
    Robust Vector Quantization for Burst Error Channels Using Genetic Algorithm
    Download  www.dice.ucl.ac.be
    This paper presents a novel vector quantizer (VQ) design algorithm for a burst error channel (BEC). The algorithm minimizes the average distortion when the BEC is in normal state o...
    Wen-Jyi Hwang, Chien-Min Ou, Chin-Ming Yeh
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