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Yang Zhang
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Cited by
Year
Mapping landslide susceptibility and types using random forest
K Taalab, T Cheng, Y Zhang
Big Earth Data 2 (2), 159-178, 2018
1952018
A graph deep learning method for short-term traffic forecasting on large road networks
Y Zhang, T Cheng, Y Ren
Computer-Aided Civil and Infrastructure Engineering 34 (10), 877–896, 2019
872019
A novel residual graph convolution deep learning model for short-term network-based traffic forecasting
Y Zhang, T Cheng, Y Ren, K Xie
International Journal of Geographical Information Science 34 (5), 969-995, 2020
772020
Graph deep learning model for network-based predictive hotspot mapping of sparse spatio-temporal events
Y Zhang, T Cheng
Computers, Environment and Urban Systems 79, 101403, 2020
642020
A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes
Y Ren, H Chen, Y Han, T Cheng, Y Zhang, G Chen
International Journal of Geographical Information Science 34 (4), 802-823, 2020
582020
Online capacity estimation of lithium-ion batteries based on novel feature extraction and adaptive multi-kernel relevance vector machine
Y Zhang, B Guo
Energies 8 (11), 12439-12457, 2015
552015
Deep spatio-temporal residual neural networks for road-network-based data modeling
Y Ren, T Cheng, Y Zhang
International Journal of Geographical Information Science 33 (9), 1894-1912, 2019
432019
A deep learning approach to infer employment status of passengers by using smart card data
Y Zhang, T Cheng
IEEE Transactions on Intelligent Transportation Systems 21 (2), 617-629, 2020
352020
Bayesian framework for satellite rechargeable lithium battery synthesizing bivariate degradation and lifetime data
Y Zhang, X Jia, B Guo
Journal of Central South University 25 (2), 418-431, 2018
312018
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
252020
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
142021
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
122021
Inferring social-demographics of travellers based on smart card data
Y Zhang, T Cheng
2nd International Conference on Advanced Research Methods and Analytics …, 2018
122018
Exploring the relationship between travel pattern and social-demographics using smart card data and household survey
Y Zhang, T Cheng, N Sari Aslam
ISPRS-International Archives of the Photogrammetry, Remote Sensing and …, 2019
92019
Exploring the homogeneity of theft offenders in spatio-temporal crime hotspots
T Chen, K Bowers, T Cheng, Y Zhang, P Chen
Crime Science 9 (1), 1-13, 2020
72020
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
62019
Feature Extraction for Long-term Travel Pattern Analysis
Y Zhang, T Cheng
Proceedings of the 22th GISRUK conference, Manchester, UK, 2017
62017
A novel excess commuting framework: Considering commuting efficiency and equity simultaneously
Y Zhang, Y Zhang, J Zhou
Environment and Planning B: Urban Analytics and City Science, 2019
52019
Dynamic Spreading of COVID-19 Versus Community Mobility in Regions of England
T Cheng, X Zhong, Y Liu, Y Zhang, G Dong
Mapping COVID-19 in space and time: Understanding the spatial and temporal …, 2021
42021
Graph deep learning models for network-based spatio-temporal data forecasting: from dense to sparse
Y Zhang
UCL (University College London), 2020
32020
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