85 citations · 194 across the 5 of their papers we have counts for
3 papers · 1 filter
Hierarchical clustering with OWA-based linkages, the Lance-Williams formula, and dendrogram inversions
Marek Gagolewski, Anna Cena, Simon James +1
Agglomerative hierarchical clustering based on Ordered Weighted Averaging (OWA) operators not only generalises the single, complete, and average linkages, but also includes intercl…
Clustering with minimum spanning trees: How good can it be?
Marek Gagolewski, Anna Cena, Maciej Bartoszuk +1
Minimum spanning trees (MSTs) provide a convenient representation of datasets in numerous pattern recognition activities. Moreover, they are relatively fast to compute. In this pap…
Are Cluster Validity Measures (In)valid?
Marek Gagolewski, Maciej Bartoszuk, Anna Cena
Internal cluster validity measures (such as the Calinski-Harabasz, Dunn, or Davies-Bouldin indices) are frequently used for selecting the appropriate number of partitions a dataset…