27 citations · 27 across the 1 of their papers we have counts for
3 papers
Incremental Recursive Ranking Grouping for Large Scale Global Optimization
Marcin Michal Komarnicki, Michal Witold Przewozniczek, Halina Kwasnicka +1
Real-world optimization problems may have a different underlying structure. In black-box optimization, the dependencies between decision variables remain unknown. However, some tec…
Hierarchical Data Generator based on Tree-Structured Stick Breaking Process for Benchmarking Clustering Methods
Łukasz P. Olech, Michał Spytkowski, Halina Kwaśnicka +1
Object Cluster Hierarchies is a new variant of Hierarchical Cluster Analysis that gains interest in the field of Machine Learning. Being still at an early stage of development, the…
Hierarchy of Groups Evaluation Using Different F-score Variants
Michał Spytkowski, Łukasz P. Olech, Halina Kwaśnicka
The paper presents a cursory examination of clustering, focusing on a rarely explored field of hierarchy of clusters. Based on this, a short discussion of clustering quality measur…