Sabanci University
Melsa ARARAT , Esra SÜEL
Promoting Sustainable Development: The Way Forward for a Sustainability Index in Turkey
2
2014
Challenges in online updating of individual choice models for recommender systems or autonomous decision agents
Esra Suel , Nicolo' Daina , Charilaos Latinopoulos , John Polak
International Choice Modelling Conference 2017
2017
Hypothesis testing in discrete choice models: It’s more complicated than you think
Esra Suel , John Polak
International Choice Modelling Conference 2017
2017
Graph Convolutional Neural Networks for Human Activity Purpose Imputation
Esra Suel , Fernando Perez-Cruz , Dominik Bucher , Martin Raubal
neural information processing systems
17
2018
Graph Convolutional Neural Networks for Human Activity Purpose Imputation from GPS-based Trajectory Data
Esra Suel , Fernando Perez-Cruz , Dominik Bucher , Martin Raubal
4
2018
Combining street imagery and spatial information for measuring socioeconomic status
Esra Suel , Majid Ezzati , Seth Flaxman , Marthe Boulleau
1
2018
Multimodal deep learning from satellite and street-level imagery for measuring income, overcrowding, and environmental deprivation in urban areas
Esra Suel , Esra Suel , Majid Ezzati , Majid Ezzati
Remote Sensing of Environment 257 112339 -112339
27
2021
Predicting fine particulate matter (PM2.5) in the Greater London area: an ensemble approach using machine learning methods
Mahdieh Danesh Yazdi , Zheng Kuang , Konstantina Dimakopoulou , Benjamin Barratt
Remote Sensing 12 ( 6) 914
12
2020
Development of joint models for channel, store, and travel mode choice: Grocery shopping in London
Esra Suel , John W. Polak
Transportation Research Part A-policy and Practice 99 147 -162
23
2017
Measuring social, environmental and health inequalities using deep learning and street imagery
Esra Suel , John W. Polak , James E. Bennett , Majid Ezzati
Scientific Reports 9 ( 1) 6229 -6229
21
2019
Incorporating online shopping into travel demand modelling: challenges, progress, and opportunities
Esra Suel , John W. Polak
Transport Reviews 38 ( 5) 576 -601
59
2018
Empirical Application of Expenditure Diary Instrument to Quantify Relationships Between In-Store and Online Grocery Shopping: Case Study of Greater London
Esra Suel , Scott Le Vine , John Polak
Transportation Research Record 2496 ( 2496) 45 -54
35
2015
A hazard-based approach to modelling the effects of online shopping on intershopping duration
Esra Suel , Nicolò Daina , John W. Polak
Transportation 45 ( 2) 415 -428
6
2018
Deep Transfer Learning on Satellite Imagery Improves Air Quality Estimates in Developing Nations
Nishant Yadav , Meytar Sorek-Hamer , Michael Von Pohle , Ata Akbari Asanjan
arXiv preprint arXiv:2202.08890
2022
Street-view greenspace exposure and objective sleep characteristics among children
Marcia P Jimenez , Esra Suel , Sheryl L Rifas-Shiman , Perry Hystad
Environmental Research 214 113744
3
2022
Using deep transfer learning and satellite imagery to estimate urban air quality in data-poor regions
Nishant Yadav , Meytar Sorek-Hamer , Michael Von Pohle , Ata Akbari Asanjan
Environmental Pollution 342 122914 -122914
2024
Meta-learning of representations for spatially related imagery
Michele Volpi , Esra Suel , Fernando Pérez-Cruz
2022
Self-supervised learning unveils change in urban housing from street-level images
Steven Stalder , Michele Volpi , Nicolas Büttner , Stephen Law
arXiv preprint arXiv:2309.11354
1
2023
National-scale bi-directional EV fleet control for ancillary service provision
Lorenzo Nespoli , Nina Wiedemann , Esra Suel , Yanan Xin
Energy Informatics 6 ( Suppl 1) 40 -40
4
2023
Vehicle-to-grid and car sharing: Willingness for flexibility in reservation times in Switzerland
Esra Suel , Yanan Xin , Nina Wiedemann , Lorenzo Nespoli
Transportation Research Part D: Transport and Environment 126 104014 -104014
2
2024