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https://github.com/computorg/published-202401-adrat-repulsion

Point Process Discrimination According to Repulsion
https://github.com/computorg/published-202401-adrat-repulsion

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Point Process Discrimination According to Repulsion

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# Point Process Discrimination According to Repulsion
Hamza Adrat, Laurent Decreusefond
2024-01-25

### Citation

Hamza Adrat and Laurent Decreusefond (January 2024). Point Process Discrimination According to Repulsion. Computo.

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### Authors’ affiliations

- [Hamza Adrat](https://www.linkedin.com/in/hamza-adrat/) (Mohammed VI Polytechnic University)
- [Laurent Decreusefond](https://perso.telecom-paris.fr/~decreuse) (Telecom Paris)

### Abstract

In numerous applications, cloud of points do seem to exhibit *repulsion*
in the intuitive sense that there is no local cluster as in a Poisson
process. Motivated by data coming from cellular networks, we devise a
classification algorithm based on the form of the Voronoi cells. We show
that, in the particular set of data we are given, we can retrieve some
repulsiveness between antennas, which was expected for engineering
reasons.