2009
DOI: 10.1080/02673030903082328
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The Housing Market Dynamics of Two Budapest Neighbourhoods

Abstract: This study deals with residential location modelling of Budapest, Hungary, using a neural network approach known as the self-organising map (SOM). After identifying various urban elements, the analysis focuses on the dynamics of two selected inner-city neighbourhoods: the middle parts of the districts VIII (Józsefváros) and IX (Ferencváros) respectively. These adjacent, but different, areas in the south-eastern part of the inner city have both received attention as subjects for substantial rehabilitation in re… Show more

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Cited by 15 publications
(6 citation statements)
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“…Recently, in the context of the analysis of intraurban neighbourhoods, SOM has been used to examine geographical positions of neighbourhoods with similar demographic attributes (Spielman and Thill, 2008), to define or examine changes within housing sub-markets (Kauko, 2004, 2009a, 2009b) or of indicators related to neighbourhood deprivation (Pisati et al ., 2010). A host of applications of self-organising maps within the geographical discipline can be found in the edited volume by Agarwal and Skupin (2008).…”
Section: Study Area Data and Methodologymentioning
confidence: 99%
“…Recently, in the context of the analysis of intraurban neighbourhoods, SOM has been used to examine geographical positions of neighbourhoods with similar demographic attributes (Spielman and Thill, 2008), to define or examine changes within housing sub-markets (Kauko, 2004, 2009a, 2009b) or of indicators related to neighbourhood deprivation (Pisati et al ., 2010). A host of applications of self-organising maps within the geographical discipline can be found in the edited volume by Agarwal and Skupin (2008).…”
Section: Study Area Data and Methodologymentioning
confidence: 99%
“…However, their future prospects remain indebted to new global and national vectors of change -which have reinforced pockets of socio-economic degradation and inflicted patterns of gentrification (Kauko, 2009;Temelova et al, 2011) -and local factors, such as market lead gentrification, public interventions and resident involvement (Hrast & Dekker, 2009;Sendi, 2009). In Romanian estates, market-lead processes of densification have become evident.…”
Section: Romanian Housing Estates: Recent Developmentsmentioning
confidence: 99%
“…However, some of the experts noted that a sustainability premium is increasingly being recognised for certain modern features of the building. Table 3 shows the findings from a nationwide survey undertaken by Farkas and colleagues [38] on how various aspects of energy efficiency of homes affect the selfassessed house value by owners. These results are based on a survey of homeowners where the property characteristics were recorded and the owners were asked to assess the value of their house.…”
Section: Light At the End Of The Tunnelmentioning
confidence: 99%