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    » A Note on Learning Vector Quantization
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    DAGSTUHL
    2007
    94views Software Engineering» more  DAGSTUHL 2007»
    Learning Vector Quantization: generalization ability and dynamics of competing prototypes
    14 years 11 months ago
    Learning Vector Quantization: generalization ability and dynamics of competing prototypes
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    Aree Witoelar, Michael Biehl, Barbara Hammer
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    NECO
    2010
    61views more  NECO 2010»
    Window-Based Example Selection in Learning Vector Quantization
    14 years 8 months ago
    Window-Based Example Selection in Learning Vector Quantization
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    Aree Witoelar, Anarta Ghosh, J. J. G. de Vries, Ba...
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    IJON
    2011
    72views more  IJON 2011»
    Divergence-based classification in learning vector quantization
    14 years 4 months ago
    Divergence-based classification in learning vector quantization
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    Ernest Mwebaze, Petra Schneider, Frank-Michael Sch...
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    ML
    2007
    ACM
    130views Machine Learning» more  ML 2007»
    A note on Platt's probabilistic outputs for support vector machines
    14 years 9 months ago
    A note on Platt's probabilistic outputs for support vector machines
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    Platt’s probabilistic outputs for Support Vector Machines (Platt, 2000) has been popular for applications that require posterior class probabilities. In this note, we propose an ...
    Hsuan-Tien Lin, Chih-Jen Lin, Ruby C. Weng
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    CORR
    2007
    Springer
    59views Education» more  CORR 2007»
    On the use of self-organizing maps to accelerate vector quantization
    14 years 9 months ago
    On the use of self-organizing maps to accelerate vector quantization
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    Self-organizing maps (SOM) are widely used for their topology preservation property: neighboring input vectors are quantiÿed (or classiÿed) either on the same location or on nei...
    Eric de Bodt, Marie Cottrell, Patrick Letré...
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