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» Regression Learning Vector Quantization
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79
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NECO
2010
61views more  NECO 2010»
14 years 10 months ago
Window-Based Example Selection in Learning Vector Quantization
Aree Witoelar, Anarta Ghosh, J. J. G. de Vries, Ba...
95
Voted
IJON
2011
72views more  IJON 2011»
14 years 6 months ago
Divergence-based classification in learning vector quantization
Ernest Mwebaze, Petra Schneider, Frank-Michael Sch...
CORR
2007
Springer
59views Education» more  CORR 2007»
14 years 11 months ago
On the use of self-organizing maps to accelerate vector quantization
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...
PR
2008
123views more  PR 2008»
14 years 11 months ago
Extensions of vector quantization for incremental clustering
In this paper, we extend the conventional vector quantization by incorporating a vigilance parameter, which steers the tradeoff between plasticity and stability during incremental...
Edwin Lughofer
ICML
2010
IEEE
15 years 20 days ago
One-sided Support Vector Regression for Multiclass Cost-sensitive Classification
We propose a novel approach that reduces cost-sensitive classification to one-sided regression. The approach stores the cost information in the regression labels and encodes the m...
Han-Hsing Tu, Hsuan-Tien Lin