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In general, CCC is advantageous in the following cases: 1. if the given data set does not allow for a meaningful, real-valued similarity or dissimilarity relationship, defined for all pairs of entities; 2. if it is more natural to assume that clusters of entities might overlap.
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PE data were analysed by k-means clustering of entities using a Euclidean similarity measure.
These scenarios typify the risk induced by interdependencies among social systems, infrastructures, and the environment; the failure of a single entity or cluster of entities can cause a chain reaction, which can disrupt the entire system.
As a consequence, we can distinguish two subtypes for each basic type of material entity aggregate: groups of material entities and clusters of material entities (Fig. 6).
Smyte's system includes a dashboard where analysts can surface emerging trends in real-time, as well as conduct manual reviews of individual entities or clusters of related entities and take bulk actions.
For example, Cohen et al. [ 2] reported that SoftTFIDF generally works the best for the term clustering of entity names, and Okazaki et al. [ 3] reported that the use of a hybrid distance with 0.2 as the optimal threshold was the best setup for the problem of abbreviation-full form clustering.
Therefore, it is reasonable to distinguish groups and clusters of material entities.
Are groups and clusters of material entities already covered by BFO's 'object', 'fiat object part', or 'object aggregate'?
Moreover, groups and clusters of material entities other than objects are not covered by 'object aggregate' (see Additional Top-Level Category: 'Fiat Object Part Aggregate' & Additional Top-Level Category: 'Object with Fiat Object Part Aggregate').
There are many cases in which groups or clusters of interrelated entities are known or can be observed experimentally.
Coming back to the Introduction, with this model the two clusters of clinical entities linked to IR become understandable in terms of energy regulation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com