Suppression Distance Computation for Hierarchical Clusterings - Archive ouverte HAL
Pré-Publication, Document De Travail Année : 2014

Suppression Distance Computation for Hierarchical Clusterings

François Queyroi
Sergey Kirgizov

Résumé

We discuss the computation of the suppression distance between two hierarchical clusterings of the same set. It is defined as the minimum number of elements that have to be removed so the remaining clusterings are equals. The problem of distance computing was studied by Gusfield (2002) for partitions. We prove it can be solved in polynomial time in the case of hierarchies as it gives birth to a class of perfect graphs. We also propose an algorithm based on recursive maximum assignments.
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Dates et versions

hal-00996090 , version 1 (26-05-2014)
hal-00996090 , version 2 (14-10-2014)
hal-00996090 , version 3 (21-04-2015)

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  • HAL Id : hal-00996090 , version 2

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François Queyroi, Sergey Kirgizov. Suppression Distance Computation for Hierarchical Clusterings. 2014. ⟨hal-00996090v2⟩
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