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- W4387364125 abstract "Agglomerative hierarchical clustering based on Ordered Weighted Averaging (OWA) operators not only generalises the single, complete, and average linkages, but also includes intercluster distances based on a few nearest or farthest neighbours, trimmed and winsorised means of pairwise point similarities, amongst many others. We explore the relationships between the famous Lance–Williams update formula and the extended OWA-based linkages with weights generated via infinite coefficient sequences. Furthermore, we provide some conditions for the weight generators to guarantee the resulting dendrograms to be free from unaesthetic inversions." @default.
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- W4387364125 date "2023-10-01" @default.
- W4387364125 modified "2023-10-17" @default.
- W4387364125 title "Hierarchical Clustering with OWA-based Linkages, the Lance–Williams Formula, and Dendrogram Inversions" @default.
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- W4387364125 doi "https://doi.org/10.1016/j.fss.2023.108740" @default.
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