Campobasso Fanizzi Perchinunno 1

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Beniamino Murgante

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

Technologie Économie & finance

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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