What to Do When K-Means Clustering Fails: A Simple yet Principled Alternative Algorithm

Research article (PLoS ONE, 2016) · cited 218× · AI/ML

academia openalex:W2524721548

Press Enter · cited answer in seconds

What to Do When K-Means Clustering Fails: A Simple yet Principled Alternative Algorithm

Summary

What to Do When K-Means Clustering Fails: A Simple yet Principled Alternative Algorithm is a scholarly article^[1].

Key Facts

What to Do When K-Means Clustering Fails: A Simple yet Principled Alternative Algorithm's instance of is recorded as scholarly article^[2].

⭐ Popularity Graph

0/100 long tail

Quick Facts

Instance of scholarly article

🔗 Connections

Authored by 4

Alexis Boukouvalas, Fahd Baig, Max Little, Yordan P. Raykov

← Author of 4

Alexis Boukouvalas, Fahd Baig, Max Little, Yordan P. Raykov

References

Programmatic citations — every numbered marker resolves to a verifiable graph row below.

Direct Wikidata claims

[2] ↑ What to Do When K-Means Clustering Fails: A Simple yet Principled Alternative Algorithm — instance of (P31): scholarly article. wikidata.org.

Class ancestry

[1] ↑ What to Do When K-Means Clustering Fails: A Simple yet Principled Alternative Algorithm is an instance of scholarly article (scholarly article) [P31, primary]. Wikidata. wikidata.org.

📑 Cite this page

Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA

4ort.xyz Knowledge Graph. (2026). What to Do When K-Means Clustering Fails: A Simple yet Principled Alternative Algorithm. Retrieved May 24, 2026, from https://4ort.xyz/entity/what-to-do-when-k-means-clustering-fails-a-simple-yet-principled-alternative-algorithm

MLA

“What to Do When K-Means Clustering Fails: A Simple yet Principled Alternative Algorithm.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/what-to-do-when-k-means-clustering-fails-a-simple-yet-principled-alternative-algorithm.

BibTeX

@misc{4ortxyz_what-to-do-when-k-means-clustering-fails-a-simple-yet-principled-alternative-algorithm_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{What to Do When K-Means Clustering Fails: A Simple yet Principled Alternative Algorithm}}, year = {2026}, url = {https://4ort.xyz/entity/what-to-do-when-k-means-clustering-fails-a-simple-yet-principled-alternative-algorithm}, note = {Accessed: 2026-05-24}}

LLM prompt

According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): What to Do When K-Means Clustering Fails: A Simple yet Principled Alternative Algorithm — https://4ort.xyz/entity/what-to-do-when-k-means-clustering-fails-a-simple-yet-principled-alternative-algorithm (retrieved 2026-05-24)

Canonical URL: https://4ort.xyz/entity/what-to-do-when-k-means-clustering-fails-a-simple-yet-principled-alternative-algorithm · Last refreshed: May 24, 2026