149 citations · 152 across the 2 of their papers we have counts for
2 papers
cs.LG2009★ 3 cited
Median topographic maps for biomedical data sets
Barbara Hammer, Alexander Hasenfuß, Fabrice Rossi
Median clustering extends popular neural data analysis methods such as the self-organizing map or neural gas to general data structures given by a dissimilarity matrix only. This o…
math.ST2006★ 149 cited
Batch and median neural gas
Marie Cottrell, Barbara Hammer, Alexander Hasenfuss +1
Neural Gas (NG) constitutes a very robust clustering algorithm given euclidian data which does not suffer from the problem of local minima like simple vector quantization, or topol…