# Understanding the Interplay Between Metrics, Normalization Forms, and Data distribution in K-Means Clustering: A Comparative Simulation Study

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/understanding-the-interplay-between-metrics-normalization-forms-and-data/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Mohammed Zakariae El Khattabi,Mostapha El Jai,Youssef Lahmadi,Lahcen Oughdir,Mounia Rahhali |
| Citations | 31 |
| DOI | 10.1007/s13369-023-07741-9 |
| Fields | Computer Science |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W4366407905 |
| Type | article |
| Year | 2023 |

## Paper authors

- [Mostapha El Jai](https://scholariq.org/researchers/mostapha-el-jai/)

## Paper primary topic

- [Advanced Clustering Algorithms Research](https://scholariq.org/topics/advanced-clustering-algorithms-research/)

## Paper topics

- [Advanced Clustering Algorithms Research](https://scholariq.org/topics/advanced-clustering-algorithms-research/)
- [Face and Expression Recognition](https://scholariq.org/topics/face-and-expression-recognition/)
- [Data Mining Algorithms and Applications](https://scholariq.org/topics/data-mining-algorithms-and-applications/)

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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.