What Are the True Clusters?¶
Hennig, C. (2015). What Are the True Clusters?. Pattern Recognition Letters, 53-62.
Cited by¶
1 citation across 1 artifact.
Each citation links to the sentence it supports in the citing article.
Mechanisms¶
- Clustering-to-Boundary Workflow
- Its central hazard is reification — treating a clustering artifact, which shifts with algorithm, k, scaling, and random seed, as a discovered natural kind and attaching real consequences to it.
This sourceArgues that there is no unique context-free true clustering.
- Its central hazard is reification — treating a clustering artifact, which shifts with algorithm, k, scaling, and random seed, as a discovered natural kind and attaching real consequences to it.
Verification¶
Does it exist? Confirmed. This work's DOI resolves to a registered record, which fixes its identity. That is all it fixes.
Does it back the claim? Not recorded. The single citation of this work carries no recorded support check.
Support is checked per citation rather than per work — the same source can be cited soundly in one article and wrongly in another. Per-citation recording began recently, so a citation with no recorded check is a gap in the record rather than evidence it went unchecked.
See how references were verified.
Registry ID ref:afb10d7a668d · see in the full table