Probabilistic Models in Cluster Analysis

@inproceedings{Bock2016ProbabilisticMI,
  title={Probabilistic Models in Cluster Analysis},
  author={Hans H. Bock},
  year={2016}
}
This paper discusses cluster analysis in a probabilistic and inferential framework as opposed to more exploratory, heuristic or algorithmic approaches. It presents a broad survey on probabilistic models for partitiontype, hierarchical and tree-like clustering structures and points to the relevant literature. It is shown how suitable clustering criteria or… CONTINUE READING