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Roberto Murcio

Biographic Data

ID8323695
NAMERoberto Murcio
GIVEN NAMESRoberto
FAMILY NAMEMurcio
SIGNATUREMURCIO R
AFFILIATIONSUniversity College London
ORCID0000-0002-0674-0363
VERIFIEDYes
TOTAL WORKS3
TOTAL CITATIONS0
WORKS AS AUTHOR3
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2025
LATEST PUBLICATION YEAR2026
H-INDEX0
  • The influence of passenger rail interventions in London on relative deprivation in affected station catchment areas

    Open Access•Matthew Whearty, Roberto Murcio et al.•ARTICLE•Urban, Planning and Transport…•2026

    This paper investigates the relationship between passenger rail interventions in Greater London and deprivation indices in affected station catchment areas. Interventions were selected for study only if they were associated with a significant change in jobs accessibility. It makes use of the difference-in-difference (DiD) research technique to test if these interventions have been associated with improvements in the Index of Multiple Deprivation …

  • Graph Representation Learning on Street Networks

    Open Access•Mateo Neira, Roberto Murcio•ARTICLE•ISPRS International Journal of…•2025

    Street networks provide an invaluable source of information about the different temporal and spatial patterns emerging in our cities. These streets are often represented as graphs where intersections are modeled as nodes and streets as edges between them. Previous work has shown that raster representations of the original data can be created through a learning algorithm on low-dimensional representations of the street networks. In contrast, model…

  • Identify Optimal Pedestrian Flow Forecasting Methods in Great Britain Retail Areas

    Open Access•Roberto Murcio, Yujue Wang•ARTICLE•ISPRS International Journal of…•2025

    The UK retail landscape has undergone significant changes over the past decade, driven by factors such as the rise of online shopping, economic downturns, and, more recently, the COVID-19 pandemic. Accurately measuring pedestrian flows in retail areas with high spatial and temporal resolution is essential for selecting the most appropriate forecasting model for different retail locations. However, several studies have adopted a one-size-fits-all …

No prominent works on this page.

  • Graph Representation Learning on Street Networks

    Open Access•Mateo Neira, Roberto Murcio•ARTICLE•ISPRS International Journal of…•2025

    Street networks provide an invaluable source of information about the different temporal and spatial patterns emerging in our cities. These streets are often represented as graphs where intersections are modeled as nodes and streets as edges between them. Previous work has shown that raster representations of the original data can be created through a learning algorithm on low-dimensional representations of the street networks. In contrast, model…

  • Identify Optimal Pedestrian Flow Forecasting Methods in Great Britain Retail Areas

    Open Access•Roberto Murcio, Yujue Wang•ARTICLE•ISPRS International Journal of…•2025

    The UK retail landscape has undergone significant changes over the past decade, driven by factors such as the rise of online shopping, economic downturns, and, more recently, the COVID-19 pandemic. Accurately measuring pedestrian flows in retail areas with high spatial and temporal resolution is essential for selecting the most appropriate forecasting model for different retail locations. However, several studies have adopted a one-size-fits-all …

  • The influence of passenger rail interventions in London on relative deprivation in affected station catchment areas

    Open Access•Matthew Whearty, Roberto Murcio et al.•ARTICLE•Urban, Planning and Transport…•2026

    This paper investigates the relationship between passenger rail interventions in Greater London and deprivation indices in affected station catchment areas. Interventions were selected for study only if they were associated with a significant change in jobs accessibility. It makes use of the difference-in-difference (DiD) research technique to test if these interventions have been associated with improvements in the Index of Multiple Deprivation …

Computer Science (2 works) · Advanced Graph Neural Networks (1 work) · Catchment area (1 work) · Complex Network Analysis Techniques (1 work) · Data Quality and Management (1 work) · Drainage basin (1 work) · Econometrics (1 work) · Economics (1 work) · Engineering (1 work) · Evacuation and Crowd Dynamics (1 work)

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