Browse by UCL people
Group by: Type | Date
Number of items: 15.
2025
Yi, Li;
Rifas-Shiman, Sheryl L;
Pescador Jimenez, Marcia;
Lin, Pi-I Debby;
Suel, Esra;
Hystad, Perry;
Larkin, Andrew;
... James, Peter; + view all
(2025)
Assessing greenspace and cardiovascular health through deep-learning analysis of street-view imagery in a cohort of US children.
Environmental Research
, 265
, Article 120459. 10.1016/j.envres.2024.120459.
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2024
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Nie, Yuxin;
Bhatnagar, Shivani;
Smith, Duncan;
Suel, Esra;
(2024)
Disparities in public transport accessibility in London from 2011 to 2021.
Computers, Environment and Urban Systems
, 113
, Article 102169. 10.1016/j.compenvurbsys.2024.102169.
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Stalder, Steven;
Volpi, Michele;
Buttner, Nicolas;
Law, Stephen;
Harttgen, Kenneth;
Suel, Esra;
(2024)
Self-supervised learning unveils urban change from street-level images.
Computers, Environment and Urban Systems
, 112
, Article 102156. 10.1016/j.compenvurbsys.2024.102156.
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Suel, Esra;
Xin, Yanan;
Wiedemann, Nina;
Nespoli, Lorenzo;
Medici, Vasco;
Danalet, Antonin;
Raubal, Martin;
(2024)
Vehicle-to-grid and car sharing: Willingness for flexibility in reservation times in Switzerland.
Transportation Research Part D: Transport and Environment
, 126
, Article 104014. 10.1016/j.trd.2023.104014.
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Ye, Ying;
Zhong, Chen;
Suel, Esra;
(2024)
Unpacking the perceived cycling safety of road environment using street view imagery and cycle accident data.
Accident Analysis & Prevention
, 205
, Article 107677. 10.1016/j.aap.2024.107677.
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2023
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Nathvani, R;
D., V;
Clark, SN;
Alli, AS;
Muller, E;
Coste, H;
Bennett, JE;
... Ezzati, M; + view all
(2023)
Beyond here and now: Evaluating pollution estimation across space and time from street view images with deep learning.
Science of the Total Environment
, 903
, Article 166168. 10.1016/j.scitotenv.2023.166168.
(In press).
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Nie, Yuxin;
Suel, Esra;
(2023)
Disparities in London’s Public Transport Accessibility over a Decade: Impact of Race, Ethnicity, and Socioeconomic Status.
In:
Proceedings of the Equitable Accessibility and Sustainable Mobility Workshop 2023.
(pp. pp. 1-14).
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Suel, Esra;
Muller, Emily;
Bennett, James E;
Blakely, Tony;
Doyle, Yvonne;
Lynch, John;
Mackenbach, Joreintje D;
... Ezzati, Majid; + view all
(2023)
Do poverty and wealth look the same the world over? A comparative study of 12 cities from five high-income countries using street images.
EPJ Data Science
, 12
(1)
, Article 19. 10.1140/epjds/s13688-023-00394-6.
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Wiedemann, N;
Martin, H;
Suel, E;
Hong, Y;
Xin, Y;
(2023)
Influence of tracking duration on the privacy of individual mobility graphs.
Journal of Location Based Services
pp. 1-19.
10.1080/17489725.2023.2239190.
(In press).
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2022
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Jimenez, MP;
Suel, E;
Rifas-Shiman, SL;
Hystad, P;
Larkin, A;
Hankey, S;
Just, AC;
... James, P; + view all
(2022)
Street-view greenspace exposure and objective sleep characteristics among children.
Environmental Research
, 214
(Pt 1)
, Article 113744. 10.1016/j.envres.2022.113744.
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2021
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Casacuberta, Sílvia;
Suel, Esra;
Flaxman, Seth;
(2021)
PCACE: A Statistical Approach to Ranking Neurons for CNN
Interpretability.
In:
KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining.
(pp. pp. 1-10).
Association for Computing Machinery: New York, NY, United States.
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Suel, Esra;
Bhatt, Samir;
Brauer, Michael;
Flaxman, Seth;
Ezzati, Majid;
(2021)
Multimodal deep learning from satellite and street-level imagery for measuring income, overcrowding, and environmental deprivation in urban areas.
Remote Sensing of Environment
, 257
, Article 112339. 10.1016/j.rse.2021.112339.
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2018
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Martin, Henry;
Bucher, Dominik;
Suel, Esra;
Zhao, Pengxiang;
Perez-Cruz, Fernando;
Raubal, Martin;
(2018)
Graph Convolutional Neural Networks for Human Activity Purpose Imputation from GPS-based Trajectory Data.
In:
Proceedings of the 32nd Conference on Neural Information Processing Systems (NeurIPS 2018).
(pp. p. 48).
Neural Information Processing Systems (NeurIPS): Montréal, Canada.
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Suel, Esra;
Boulleau, Marthe;
Ezzati, Majid;
Flaxman, Seth;
(2018)
Combining street imagery and spatial information for measuring socioeconomic status.
In:
Proceedings of the 32nd Conference on Neural Information Processing Systems (NeurIPS 2018).
(pp. p. 20).
Neural Information Processing Systems (NeurIPS): Montréal, Canada.
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2016
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Suel, Esra;
(2016)
Modelling the Relationship between Multi-Channel Retail and Personal Mobility Behaviour.
Doctoral thesis (Ph.D), Imperial College London.
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