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    ICONIP
    2004
    101views Information Technology» more  ICONIP 2004»
    TWRBF - Transductive RBF Neural Network with Weighted Data Normalization
    13 years 6 months ago
    TWRBF - Transductive RBF Neural Network with Weighted Data Normalization
    Download  www.aut.ac.nz
    This paper introduces a novel RBF model
    Qun Song, Nikola K. Kasabov
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    ICONIP
    2004
    130views Information Technology» more  ICONIP 2004»
    Morozov, Ivanov and Tikhonov Regularization Based LS-SVMs
    13 years 6 months ago
    Morozov, Ivanov and Tikhonov Regularization Based LS-SVMs
    Download  ftp.esat.kuleuven.ac.be
    This paper contrasts three related regularization schemes for kernel machines using a least squares criterion, namely Tikhonov and Ivanov regularization and Morozov's discrepa...
    Kristiaan Pelckmans, Johan A. K. Suykens, Bart De ...
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    ICONIP
    2004
    141views Information Technology» more  ICONIP 2004»
    Non-linear Dimensionality Reduction by Locally Linear Isomaps
    13 years 6 months ago
    Non-linear Dimensionality Reduction by Locally Linear Isomaps
    Download  ai.stanford.edu
    Algorithms for nonlinear dimensionality reduction (NLDR) find meaningful hidden low-dimensional structures in a high-dimensional space. Current algorithms for NLDR are Isomaps, Loc...
    Ashutosh Saxena, Abhinav Gupta, Amitabha Mukerjee
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    ICONIP
    2004
    129views Information Technology» more  ICONIP 2004»
    Applications of Independent Component Analysis
    13 years 6 months ago
    Applications of Independent Component Analysis
    Download  www.cis.hut.fi
    Erkki Oja
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    ICONIP
    2004
    159views Information Technology» more  ICONIP 2004»
    Evaluation of Comprehensive Learning Particle Swarm Optimizer
    13 years 6 months ago
    Evaluation of Comprehensive Learning Particle Swarm Optimizer
    Download  www3.ntu.edu.sg
    Abstract. Particle Swarm Optimizer (PSO) is one of the evolutionary computation techniques based on swarm intelligence. Comprehensive Learning Particle Swarm Optimizer (CLPSO) is a...
    Jing J. Liang, A. Kai Qin, Ponnuthurai N. Sugantha...
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    ICONIP
    2004
    113views Information Technology» more  ICONIP 2004»
    Genetic Algorithm for Optimal Imperceptibility in Image Communication Through Noisy Channel
    13 years 6 months ago
    Genetic Algorithm for Optimal Imperceptibility in Image Communication Through Noisy Channel
    Download  www.isical.ac.in
    Abstract. Data embedding in digital images involves a trade off relationship among imperceptibility, robustness, data security and embedding rate etc. Genetic Algorithms (GA) can b...
    Santi P. Maity, Malay Kumar Kundu, Prasanta Kumar ...
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    ICONIP
    2004
    103views Information Technology» more  ICONIP 2004»
    The Most Robust Loss Function for Boosting
    13 years 6 months ago
    The Most Robust Loss Function for Boosting
    Download  www.ism.ac.jp
    Boosting algorithm is understood as the gradient descent algorithm of a loss function. It is often pointed out that the typical boosting algorithm, Adaboost, is seriously affected ...
    Takafumi Kanamori, Takashi Takenouchi, Shinto Eguc...
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    ICONIP
    2004
    78views Information Technology» more  ICONIP 2004»
    Tamil Handwriting Recognition Using Subspace and DTW Based Classifiers
    13 years 6 months ago
    Tamil Handwriting Recognition Using Subspace and DTW Based Classifiers
    Download  www.hpl.hp.com
    Niranjan Joshi, G. Sita, A. G. Ramakrishnan, Sriga...
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    ICONIP
    2004
    91views Information Technology» more  ICONIP 2004»
    Generalization in Learning Multiple Temporal Patterns Using RNNPB
    13 years 6 months ago
    Generalization in Learning Multiple Temporal Patterns Using RNNPB
    Download  www.bdc.brain.riken.go.jp
    Abstract. This paper examines the generalization capability in learning multiple temporal patterns by the recurrent neural network with parametric bias (RNNPB). Our simulation expe...
    Masato Ito, Jun Tani
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    ICONIP
    2004
    84views Information Technology» more  ICONIP 2004»
    Fault Diagnosis for Industrial Images Using a Min-Max Modular Neural Network
    13 years 6 months ago
    Fault Diagnosis for Industrial Images Using a Min-Max Modular Neural Network
    Download  bcmi.sjtu.edu.cn
    Bin Huang, Bao-Liang Lu
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