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» Fuzzy-Kernel Learning Vector Quantization
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ISNN
2004
Springer
13 years 10 months ago
Fuzzy-Kernel Learning Vector Quantization
This paper presents an unsupervised fuzzy-kernel learning vector quantization algorithm called FKLVQ. FKLVQ is a batch type of clustering learning network by fusing the batch learn...
Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou
NPL
2000
91views more  NPL 2000»
13 years 4 months ago
A Novel Self-Creating Neural Network for Learning Vector Quantization
This paper presents a novel self-creating neural network scheme which employs two resource counters to record network learning activity. The proposed scheme not only achieves the b...
Jung-Hua Wang, Chung-Yun Peng
NN
2002
Springer
125views Neural Networks» more  NN 2002»
13 years 4 months ago
Generalized relevance learning vector quantization
We propose a new scheme for enlarging generalized learning vector quantization (GLVQ) with weighting factors for the input dimensions. The factors allow an appropriate scaling of ...
Barbara Hammer, Thomas Villmann
NECO
2010
61views more  NECO 2010»
13 years 3 months ago
Window-Based Example Selection in Learning Vector Quantization
Aree Witoelar, Anarta Ghosh, J. J. G. de Vries, Ba...
IJON
2011
72views more  IJON 2011»
12 years 11 months ago
Divergence-based classification in learning vector quantization
Ernest Mwebaze, Petra Schneider, Frank-Michael Sch...