6533b860fe1ef96bd12c3f4e
RESEARCH PRODUCT
Community detection of seismic point processes
Valeria PolicastroNicoletta D'angeloGiada Adelfiosubject
network analysis community detection algorithm second-order characteristics spatio-temporal point processes statistical validation earthquakesSettore SECS-S/01 - Statisticadescription
In this paper, we combine robin and Local Indicators of Spatio-Temporal Association (LISTA) functions. robin is an R package to assess the robustness of the community structure of a network found by one or more methods to give indications about their reliability. We use it to propose a classification algorithm of events in a spatio-temporal point pattern, by means of the local second-order characteristics and the community detection procedure in network analysis. We demonstrate the proposed procedure on a real data analysis on seismic data.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2022-01-01 |