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A Sober Look at Clustering Stability
Overview
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Citations
Cited by
A tutorial on spectral clustering
von Luxburg, U. (2007) · Statistics and Computing · doi:10.1007/s11222-007-9033-z · Cited by 10,349
Self-citationCarlsson, G. (2009) · Bulletin of the American Mathematical Society · doi:10.1090/s0273-0979-09-01249-x · Cited by 2,302
The k-means Algorithm: A Comprehensive Survey and Performance Evaluation
Ahmed, M., Seraj, R., & Islam, S. M. S. (2020) · Electronics · doi:10.3390/electronics9081295 · Cited by 1,717
Critical limitations of consensus clustering in class discovery
Șenbabaoğlu, Y., Michailidis, G., & Li, J. Z. (2014) · Scientific Reports · doi:10.1038/srep06207 · Cited by 379
Acoustic sequences in non‐human animals: a tutorial review and prospectus
Kershenbaum, A., Blumstein, D. T., Roch, M. A., Akçay, Ç., Backus, G., Bee, M. A., Bohn, K., Cao, Y., Carter, G., Cäsar, C., et al. (2016) · Biological Reviews · doi:10.1111/brv.12160 · Cited by 337
Metadata
- Authors
- Ben-David, S., von Luxburg, U., & Pál, D.
- Venue
- Lecture Notes in Computer Science
- Publisher
- Springer Berlin Heidelberg
- Published
- 2006
- Pages
- 5-19
- ISSN
- 0302-9743 (ISSN-L)
- 1611-3349
- OpenAlex
- W1974603499
- Cited by
- 216
- References
- 0
- FWCI
- 8.88
- Type
- conference paper
- Language
- en
- Open access
- closed
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: A Sober Look at Clustering Stability. https://app.cochat.ai/papers/10.1007/11776420_4
- The paper
- Ben-David, S., von Luxburg, U., & Pál, D. (2006). A Sober Look at Clustering Stability. Lecture Notes in Computer Science. https://doi.org/10.1007/11776420_4
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
