Variational-LSTM autoencoder to forecast the spread of coronavirus across the globe MR Ibrahim, J Haworth, A Lipani, N Aslam, T Cheng, N Christie PloS one 16 (1), e0246120, 2021 | 62 | 2021 |
A high-precision heuristic model to detect home and work locations from smart card data. N Sari Aslam, T Cheng, J Cheshire Geo-spatial Information Science 22 (1), 1-11, 2019 | 50 | 2019 |
You are how you travel: A multi-task learning framework for geodemographic inference using transit smart card data Y Zhang, NS Aslam, J Lai, T Cheng Computers, Environment and Urban Systems 83, 101517, 2020 | 32 | 2020 |
ActivityNET: Neural networks to predict public transport trip purposes from individual smart card data and POIs N Sari Aslam, MR Ibrahim, T Cheng, H Chen, Y Zhang Geo-Spatial Information Science 24 (4), 711-721, 2021 | 18 | 2021 |
Semantic enrichment of secondary activities using smart card data and point of interests: a case study in London N Sari Aslam, D Zhu, T Cheng, MR Ibrahim, Y Zhang Annals of GIS 27 (1), 29-41, 2021 | 13 | 2021 |
Exploring the relationship between travel pattern and social-demographics using smart card data and household survey Y Zhang, T Cheng, N Sari Aslam International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2019 | 9 | 2019 |
Smart card data and human mobility NS Aslam, T Cheng Consumer data research 111, 2018 | 7 | 2018 |
Deep learning for demographic prediction based on smart card data and household survey Y Zhang, T Cheng, N Sari Aslam Proceedings of the 27th Conference on GIS Research UK (GISRUK) 2019, 2019 | 6 | 2019 |
Trip purpose identification using pairwise constraints based semi-supervised clustering NS Aslam, T Cheng, J Cheshire, Y Zhang | 6* | 2019 |
Big Data Analysis of Population Flow between TfL Oyster and Bicycle Hire Networks in London N Sari Aslam, J Cheshire, T Cheng GIS Research UK 2015 2015, 69-75, 2015 | 4 | 2015 |
Inferring Demographics from Spatial-Temporal Activities Using Smart Card Data Y Zhang, N Sari Aslam, T Cheng https://www.youtube.com/watch?v=EAr4l3nw, 2020 | 3 | 2020 |
Analysis of Demand Dynamics and Intermodal Connectivity in London Bicycle Sharing System N Sari Aslam University College London (UCL), 2015 | 2* | 2015 |
Inferring Trip Purposes from Travel Smart Card Data N Sari Aslam University College London (UCL), 2022 | 1 | 2022 |
Behavioural Analysis of Smart Card Data N Sari Aslam, T Cheng, J Cheshire Proceedings of GISRUK 2018, 2018 | 1 | 2018 |
Anonymised human location data for urban mobility research C Zhong, NS Aslam, Y Wang, Z Zhou, A Enaya | | 2024 |
Alighting location estimation from public transit data: a case study of Shenzhen N Sari Aslam, J Barros, H Lin, Murcio, Roberto, H Bei Transportation Planning and Technology, 2024 | | 2024 |
Managing Variability: A sensitivity analysis approach applied to mobile app data N Sari Aslam, C Zhong, Y Wang GISRUK, 2024 | | 2024 |
Post-pandemic mobility patterns in London R Murcio, NS Aslam, J Barros arXiv preprint arXiv:2307.10344, 2023 | | 2023 |