Esra Süel

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 et al. · Remote Sensing · 2020 · 115 citations · Full text

Environmental Monitoring, Machine Learning, Engineering +23

Measuring social, environmental and health inequalities using deep learning and street imagery

Esra Süel, John Polak, James E. Bennett et al. · Scientific Reports · 2019 · 113 citations · Full text

Development of joint models for channel, store, and travel mode choice: Grocery shopping in London

Esra Süel, John Polak · Transportation Research Part A Policy and Practice · 2017 · 91 citations · Full text

Digital Marketing, Activity-travel Pattern, Consumer Research +23

Multimodal deep learning from satellite and street-level imagery for measuring income, overcrowding, and environmental deprivation in urban areas

Esra Süel, Samir Bhatt, Michael Bräuer et al. · Remote Sensing of Environment · 2021 · 80 citations · Full text

Incorporating online shopping into travel demand modelling: challenges, progress, and opportunities

Esra Süel, John Polak · Transport Reviews · 2017 · 61 citations · Full text

Digital Marketing, Activity-travel Pattern, Travel Behavior +20