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    » Ant Colony Optimization and Stochastic Gradient Descent
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    GIS
    2009
    ACM
    243views Automated Reasoning» more  GIS 2009»
    Dynamic network data exploration through semi-supervised functional embedding
    13 years 8 months ago
    Dynamic network data exploration through semi-supervised functional embedding
    Download  www.ismll.uni-hildesheim.de
    The paper presents a framework for semi-supervised nonlinear embedding methods useful for exploratory analysis and visualization of spatio-temporal network data. The method provid...
    Alexei Pozdnoukhov
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    ESANN
    2006
    140views Neural Networks» more  ESANN 2006»
    Magnification control for batch neural gas
    13 years 6 months ago
    Magnification control for batch neural gas
    Download  www2.in.tu-clausthal.de
    Neural gas (NG) constitutes a very robust clustering algorithm which can be derived as stochastic gradient descent from a cost function closely connected to the quantization error...
    Barbara Hammer, Alexander Hasenfuss, Thomas Villma...
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