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The other four methods use AA for dealing scenario irregularities, considering MaM, MeM, MiM, and MxM as solution aggregation criterion, respectively.
The generalized Ward's criterion was used as the aggregation criterion for HAC.
An aggregation criterion (Caco) that reflects the level of connectedness of each herd was computed.
Hierarchical clusterings were built with the Euclidian distance and the Ward aggregation criterion for each clustering.
However, maximal coherence with all preferences is not always the best aggregation criterion, especially if some preferences are unreliable.
Two-way Hierarchical Cluster Analysis (HCA) was performed using hclust function with "1-cor" as distance and "ward" as aggregation criterion; "heatmap" function was used to generate images.
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An aggregate is continuously computed based on an aggregation function provided by the aggregation criteria.
A number of aggregates are computed and delivered to the applications as defined by the aggregation criteria.
The aggregation criteria define these requirements.
Four alternative aggregation criteria are defined, namely maximum, mean, minimum, and mixed.
The aim of this paper is to provide empirical evidences supporting the definition of hospital wards' boundaries in organisational designing processes, by suggesting services aggregation criteria that are focused on organisational complexity.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com