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Campobasso Fanizzi Perchinunno 1

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Beniamino Murgante
Beniamino Murgante

Third International Workshop on "Geographical Analysis, Urban Modeling, Spatial Statistics"

TechnologieWirtschaft & Finanzen
1 von 17
Homogenous Urban Poverty Clusters within the City of Bari Francesco Campobasso, Annarita Fanizzi, Paola Perchinunno Department of Statistical Sciences “Carlo Cecchi” University of Bari
The aims of the work ,[object Object],[object Object]
Introduction ,[object Object],[object Object],[object Object],[object Object],[object Object]
Data sources ,[object Object],[object Object],The indices of urban poverty ,[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],The indices of urban poverty
The indices of urban poverty ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The fuzzy grouping technique ,[object Object],[object Object],where d ij = distance between the i -th and the j -th observation and r> 1 produces a more or less fuzzy classification.
[object Object],[object Object],[object Object],[object Object],The fuzzy grouping technique
[object Object],[object Object],The optimal number of clusters
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],The obtained clusters
Percentage composition of clusters to which the sections of each neighbourhood are attributed ,[object Object],[object Object],[object Object]
Attribution of census sections to the 3 clusters ,[object Object],Centre of Bari
More definite classifications Classification is now limited to the sections for which the maximum degree of membership>0.5: by increasing this threshold, classification is ever more definite and the number of sections to be grouped decrease. The most clearly defined classification regards the sections with a maximum degree of membership not inferior to 0.55.
[object Object],[object Object],New percentage composition of clusters to which the sections of each neighbourhood are attributed
[object Object],[object Object],New attribution of census sections to the 3 clusters Centre of Bari
Conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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Campobasso Fanizzi Perchinunno 1

  • 1. Homogenous Urban Poverty Clusters within the City of Bari Francesco Campobasso, Annarita Fanizzi, Paola Perchinunno Department of Statistical Sciences “Carlo Cecchi” University of Bari
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  • 13. More definite classifications Classification is now limited to the sections for which the maximum degree of membership>0.5: by increasing this threshold, classification is ever more definite and the number of sections to be grouped decrease. The most clearly defined classification regards the sections with a maximum degree of membership not inferior to 0.55.
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