# Head-to-head comparison of clustering methods for heterogeneous data: a simulation-driven benchmark

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/head-to-head-comparison-of-clustering-methods-for-heterogeneous-data-a/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Grégoire Preud’homme,Kévin Duarte,Kévin Dalleau,Claire Lacomblez,Emmanuel Bresso,Malika Smaïl‐Tabbone,Miguel Couceiro,Marie‐Dominique Devignes,Masatake Kobayashi,Olivier Huttin,João Pedro Ferreira,Faı̈ez Zannad,Patrick Rossignol,Nicolas Girerd |
| Citations | 111 |
| DOI | 10.1038/s41598-021-83340-8 |
| Fields | Computer Science,Mathematics |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.nature.com/articles/s41598-021-83340-8.pdf |
| OpenAlex ID | https://openalex.org/W3129803974 |
| PMID | 33603019 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Masatake Kobayashi](https://scholariq.org/researchers/masatake-kobayashi/)

## Paper journal

- [Scientific Reports](https://scholariq.org/journals/scientific-reports/)

## Paper primary topic

- [Bayesian Methods and Mixture Models](https://scholariq.org/topics/bayesian-methods-and-mixture-models/)

## Paper topics

- [Bayesian Methods and Mixture Models](https://scholariq.org/topics/bayesian-methods-and-mixture-models/)
- [Statistical Methods and Inference](https://scholariq.org/topics/statistical-methods-and-inference/)
- [Advanced Clustering Algorithms Research](https://scholariq.org/topics/advanced-clustering-algorithms-research/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.