New clustering methods for population comparison on paternal lineages

  title={New clustering methods for population comparison on paternal lineages},
  author={Zolt{\'a}n Juh{\'a}sz and Tibor Feh{\'e}r and Gerg{\"o} Barany and Andrea Zal{\'a}n and Endre N{\'e}meth and Zahra Padar and Horolma Pamjav},
  journal={Molecular Genetics and Genomics},
The goal of this study is to show two new clustering and visualising techniques developed to find the most typical clusters of 18-dimensional Y chromosomal haplogroup frequency distributions of 90 Western Eurasian populations. The first technique called “self-organizing cloud (SOC)” is a vector-based self-learning method derived from the Self Organising Map and non-metric Multidimensional Scaling algorithms. The second technique is a new probabilistic method called the “maximal relation… CONTINUE READING


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