Alexander D. Singleton

Orcid: 0000-0002-2338-2334

Affiliations:
  • University of Liverpool, Geographic Data Science Lab, UK


According to our database1, Alexander D. Singleton authored at least 34 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Segmentation using large language models: A new typology of American neighborhoods.
EPJ Data Sci., December, 2024

'Research ready' geographically enabled smart data.
Ann. GIS, July, 2024

Mapping Great Britain's semantic footprints through a large language model analysis of Reddit comments.
Comput. Environ. Urban Syst., 2024

Developing two-dimensional indicators of transport demand and supply to promote sustainable transportation equity.
Comput. Environ. Urban Syst., 2024

2023
Transformer based named entity recognition for place name extraction from unstructured text.
Int. J. Geogr. Inf. Sci., April, 2023

Understand the Geography of Financial Precarity in England and Wales (Short Paper).
Proceedings of the 12th International Conference on Geographic Information Science, 2023

Exploring Energy Deprivation Across Small Areas in England and Wales (Short Paper).
Proceedings of the 12th International Conference on Geographic Information Science, 2023

Evaluating the Similarity of Location-based Corpora Identified in Reddit.
Proceedings of the First Workshop on Geographic Information Extraction from Texts (GeoExT 2023) co-located with The 45th European Conference on Information Retrieval (ECIR 2023), 2023

2022
Using unstable data from mobile phone applications to examine recent trajectories of retail centre recovery.
Urban Inform., 2022

Estimating generalized measures of local neighbourhood context from multispectral satellite images using a convolutional neural network.
Comput. Environ. Urban Syst., 2022

2021
Identifying how COVID-19-related misinformation reacts to the announcement of the UK national lockdown: An interrupted time-series study.
Big Data Soc., January, 2021

Identifying and understanding road-constrained areas of interest (AOIs) through spatiotemporal taxi GPS data: A case study in New York City.
Comput. Environ. Urban Syst., 2021

A geographic data science framework for the functional and contextual analysis of human dynamics within global cities.
Comput. Environ. Urban Syst., 2021

Open data products-A framework for creating valuable analysis ready data.
J. Geogr. Syst., 2021

2020
Mapping the geodemographics of digital inequality in Great Britain: An integration of machine learning into small area estimation.
Comput. Environ. Urban Syst., 2020

Highlighting recent trends in open source geospatial science and software.
Trans. GIS, 2020

Quantifying the Characteristics of the Local Urban Environment through Geotagged Flickr Photographs and Image Recognition.
ISPRS Int. J. Geo Inf., 2020

A deep learning approach to identify unhealthy advertisements in street view images.
CoRR, 2020

2019
Taking stock.
Trans. GIS, 2019

Understanding the dynamics of urban areas of interest through volunteered geographic information.
J. Geogr. Syst., 2019

A Principal Component Analysis (PCA)-based framework for automated variable selection in geodemographic classification.
Geo spatial Inf. Sci., 2019

2018
Taking Stock.
Trans. GIS, 2018

2016
Taking Stock.
Trans. GIS, 2016

Creating the 2011 area classification for output areas (2011 OAC).
J. Spatial Inf. Sci., 2016

The stability of geodemographic cluster assignments over an intercensal period.
J. Geogr. Syst., 2016

Establishing a framework for Open Geographic Information science.
Int. J. Geogr. Inf. Sci., 2016

An introduction to R for spatial analysis and mapping, by Chris Brunsdon and Lex Comber, London, Sage Publications Ltd., 2015, 360 pp., AU$92.00, NZ$94.78 (paperback), ISBN 9781446272954/AU$238.00, NZ$269.74 (hardback), ISBN 9781446272947.
Int. J. Geogr. Inf. Sci., 2016

2014
A GIS approach to modelling CO<sub>2</sub> emissions associated with the pupil-school commute.
Int. J. Geogr. Inf. Sci., 2014

2012
Geodemographics and spatial interaction: an integrated model for higher education.
J. Geogr. Syst., 2012

2011
Estimating secondary school catchment areas and the spatial equity of access.
Comput. Environ. Urban Syst., 2011

Developments in Quantitative Human Geography, Urban Modelling, and Geographic Information Science.
Trans. GIS, 2011

2010
Grid-enabling Geographically Weighted Regression: A Case Study of Participation in Higher Education in England.
Trans. GIS, 2010

Towards Real-Time Geodemographics: Clustering Algorithm Performance for Large Multidimensional Spatial Databases.
Trans. GIS, 2010

2009
Classification through consultation: public views of the geography of the e-Society.
Int. J. Geogr. Inf. Sci., 2009


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