Marginal median SOM for document organization and retrieval
Neural Networks
On the variants of the self-organizing map that are based on order statistics
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Reformulating Learning Vector Quantization and Radial Basis Neural Networks
Fundamenta Informaticae
| Hi-index | 0.01 |
We propose a novel class of learning vector quantizers (LVQs) based on multivariate data ordering principles. A special case of the novel LVQ class is the median LVQ, which uses either the marginal median or the vector median as a multivariate estimator of location. The performance of the proposed marginal median LVQ in color image quantization is demonstrated by experiments