Tao Cheng

86 papers A* 1C 1Journal 71Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Revealing higher-order interactions through multimodal irreversibility in flood-affected transportation networks.
Reliab. Eng. Syst. Saf.
Xuhui Lin, Long Chen, Qiuchen Lu, Pengjun Zhao, Tao Cheng
2026 A* conf
Vision-Language Reasoning for Geolocalization: A Reinforcement Learning Approach.
AAAI
Biao Wu, Meng Fang, Ling Chen, Ke Xu, Tao Cheng, Jun Wang
2026 J jnl
Vision-Language Reasoning for Geolocalization: A Reinforcement Learning Approach.
CoRR
Biao Wu, Meng Fang, Ling Chen, Ke Xu, Tao Cheng, Jun Wang
2025 J jnl
A deep learning-driven network for joint low-light enhancement and deblurring in maritime surveillance systems.
Eng. Appl. Artif. Intell.
Zeyuan Shao, Yong Yin, Hongguang Lyu, Qianfeng Jing, Tao Cheng
2025 J jnl
A unified multi-subgraph pre-training framework for spatio-temporal graph.
Knowl. Based Syst.
Mingze Zhong, Zexuan Long, Xinglei Wang, Tao Cheng, Meng Fang, Ling Chen
2025 J jnl
Beyond AlphaEarth: Toward Human-Centered Spatial Representation via POI-Guided Contrastive Learning.
CoRR
Junyuan Liu, Quan Qin, Guangsheng Dong, Xinglei Wang, Jiazhuang Feng, Zichao Zeng, Tao Cheng
2025 J jnl
CLIP the Landscape: Automated Tagging of Crowdsourced Landscape Images.
CoRR
Ilya Ilyankou, Natchapon Jongwiriyanurak, Tao Cheng, James Haworth
2025 J jnl
Empowering scientific discovery with explainable small domain-specific and large language models.
Artif. Intell. Rev.
Hengjie Yu, Yizhi Wang, Tao Cheng, Yan Yan, Kenneth A. Dawson, Sam F. Y. Li, Yefeng Zheng, Yaochu Jin
2025 — conf
Enriching Location Representation with Detailed Semantic Information.
GIScience
Junyuan Liu, Xinglei Wang, Tao Cheng
2025 J jnl
Enriching Location Representation with Detailed Semantic Information.
CoRR
Junyuan Liu, Xinglei Wang, Tao Cheng
2025 — conf
Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places.
SIGSPATIAL/GIS
Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Ilya Ilyankou, Junyuan Liu, Lu Yin, Weiming Huang, Natchapon Jongwiriyanurak
2025 J jnl
Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places.
CoRR
Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Ilya Ilyankou, Junyuan Liu, Lu Yin, Weiming Huang, Natchapon Jongwiriyanurak
2025 J jnl
Multi-Channel Spatio-Temporal Data Fusion of 'Big' and 'Small' Network Data Using Transformer Networks.
ISPRS Int. J. Geo Inf.
Tao Cheng, Hao Chen, Xianghui Zhang, Xiaowei Gao, Lu Yin, Jianbin Jiao
2025 J jnl
Multi-Domain Virtual Trajectory Classification Based on Spatiotemporal and Semantic Fusion.
Trans. GIS
Guangsheng Dong, Hongping Zhang, Xiangning Mou, Rui Li, Huayi Wu, Tao Cheng, Wei Huang
2025 J jnl
Multi-modal contrastive learning of urban space representations from POI data.
Comput. Environ. Urban Syst.
Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Lu Yin, Junyuan Liu
2025 J jnl
What If London Bridge Is Closed? Feature-Aware Subgraph Augmentation for Modeling Road Network Structure Changes.
IEEE Trans. Intell. Transp. Syst.
Tao Cheng, Mustafa Can Ozkan, Meng Fang, Xianghui Zhang
2024 J jnl
Applicability and sensitivity analysis of vector cellular automata model for land cover change.
Comput. Environ. Urban Syst.
Yao Yao, Ying Jiang, Zhenhui Sun, Linlong Li, Dongsheng Chen, Kailu Xiong, Anning Dong, Tao Cheng, Haoyan Zhang, Xun Liang, Qingfeng Guan
2024 J jnl
Estimating the household secondary attack rate and serial interval of COVID-19 using social media.
npj Digit. Medicine
Aarzoo Dhiman, Elad Yom-Tov, Lorenzo Pellis, Michael Edelstein, Richard Pebody, Andrew Hayward, Thomas A. House, Thomas Finnie, David Guzman, Vasileios Lampos, Rob Aldridge, Sarah Beale, Thomas Byrne, Jana Kovar, Isobel Braithwaite, Ellen Fragaszy, Wing Lam Erica Fong, Cyril Geismar, Susan Hoskins, Annalan Navaratnam, Vincent Nguyen, Parth Patel, Maddie Shrotri, Alexei Yavlinsky, Pia Hardelid, Linda Wijlaars, Eleni Nastouli, Moira Spyer, Anna Aryee, Rachel A. McKendry, Tao Cheng, Anne Johnson, Susan Michie, Jo Gibbs, Richard Gilson, Alison Rodger, Ingemar J. Cox
2024 J jnl
Multimodal Contrastive Learning of Urban Space Representations from POI Data.
CoRR
Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Lu Yin, Junyuan Liu
2024 J jnl
SMA-Hyper: Spatiotemporal Multi-View Fusion Hypergraph Learning for Traffic Accident Prediction.
CoRR
Xiaowei Gao, James Haworth, Ilya Ilyankou, Xianghui Zhang, Tao Cheng, Stephen Law, Huanfa Chen
2023 J jnl
Applying Dynamic Human Activity to Disentangle Property Crime Patterns in London during the Pandemic: An Empirical Analysis Using Geo-Tagged Big Data.
ISPRS Int. J. Geo Inf.
Tongxin Chen, Kate Bowers, Tao Cheng
2023 — conf
Customer Profiling Based on Mobile Apps GPS Data : A Case Study on Westfield Shopping Malls.
Geoinformatics
Fangzhou Zhou, Xianghui Zhang, Xinglei Wang, Tao Cheng
2023 — conf
Finding Feasible Routes with Reinforcement Learning Using Macro-Level Traffic Measurements (Short Paper).
GIScience
Mustafa Can Ozkan, Tao Cheng
2023 J jnl
Fine-grained regional economic forecasting for a megacity using vector-based cellular automata.
Int. J. Appl. Earth Obs. Geoinformation
Yao Yao, Haoyan Zhang, Zhenhui Sun, Linlong Li, Tao Cheng, Ying Jiang, Qingfeng Guan, Dongsheng Chen
2023 J jnl
Framework for constructing multimodal transport networks and routing using a graph database: A case study in London.
Trans. GIS
Seula Park, Tao Cheng
2023 J jnl
Sea-Surface Object Detection Based on Electro-Optical Sensors: A Review.
IEEE Intell. Transp. Syst. Mag.
Hongguang Lyu, Zeyuan Shao, Tao Cheng, Yong Yin, Xiaowei Gao
2023 J jnl
Special issue on "multi-scale and multimodal human mobility: pre, peri and post COVID-19 pandemic".
Geo spatial Inf. Sci.
Tao Cheng, Huanfa Chen
2023 — conf
The Ups and Downs of London High Streets Throughout COVID-19 Pandemic: Insights from Footfall-Based Clustering Analysis (Short Paper).
GIScience
Xinglei Wang, Xianghui Zhang, Tao Cheng
2023 J jnl
The impacts of the COVID-19 pandemic on multimodal human mobility in London: A perspective of decarbonizing transport.
Geo spatial Inf. Sci.
Xianghui Zhang, Tao Cheng
2023 — conf
Unlocking the Power of Mobile Phone Application Data to Accelerate Transport Decarbonisation (Short Paper).
GIScience
Xianghui Zhang, Tao Cheng
2023 J jnl
Where Would I Go Next? Large Language Models as Human Mobility Predictors.
CoRR
Xinglei Wang, Meng Fang, Zichao Zeng, Tao Cheng
2022 J jnl
VecLI: A framework for calculating vector landscape indices considering landscape fragmentation.
Environ. Model. Softw.
Yao Yao, Tao Cheng, Zhenhui Sun, Linlong Li, Dongsheng Chen, Ziheng Chen, Jianglin Wei, Qingfeng Guan
2021 J jnl
ActivityNET: Neural networks to predict public transport trip purposes from individual smart card data and POIs.
Geo spatial Inf. Sci.
Nilufer Sari Aslam, Mohamed R. Ibrahim, Tao Cheng, Huanfa Chen, Yang Zhang
2021 J jnl
CyclingNet: Detecting cycling near misses from video streams in complex urban scenes with deep learning.
CoRR
Mohamed R. Ibrahim, James Haworth, Nicola Christie, Tao Cheng
2021 J jnl
Semantic enrichment of secondary activities using smart card data and point of interests: a case study in London.
Ann. GIS
Nilufer Sari Aslam, Di Zhu, Tao Cheng, Mohamed R. Ibrahim, Yang Zhang
2021 J jnl
UrbanVCA: a vector-based cellular automata framework to simulate the urban land-use change at the land-parcel level.
CoRR
Yao Yao, Linlong Li, Zhaotang Liang, Tao Cheng, Zhenhui Sun, Peng Luo, Qingfeng Guan, Yaqian Zhai, Shihao Kou, Yuyang Cai, Lefei Li, Xinyue Ye
2020 J jnl
A Deep Learning Approach to Infer Employment Status of Passengers by Using Smart Card Data.
IEEE Trans. Intell. Transp. Syst.
Yang Zhang, Tao Cheng
2020 J jnl
A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes.
Int. J. Geogr. Inf. Sci.
Yibin Ren, Huanfa Chen, Yong Han, Tao Cheng, Yang Zhang, Ge Chen
2020 J jnl
A name-led approach to profile urban places based on geotagged Twitter data.
Trans. GIS
Juntao Lai, Guy Lansley, James Haworth, Tao Cheng
2020 J jnl
A novel residual graph convolution deep learning model for short-term network-based traffic forecasting.
Int. J. Geogr. Inf. Sci.
Yang Zhang, Tao Cheng, Yibin Ren, Kun Xie
2020 J jnl
Graph deep learning model for network-based predictive hotspot mapping of sparse spatio-temporal events.
Comput. Environ. Urban Syst.
Yang Zhang, Tao Cheng
2020 J jnl
You are how you travel: A multi-task learning framework for Geodemographic inference using transit smart card data.
Comput. Environ. Urban Syst.
Yang Zhang, Nilufer Sari Aslam, Juntao Lai, Tao Cheng
2019 J jnl
A graph deep learning method for short-term traffic forecasting on large road networks.
Comput. Aided Civ. Infrastructure Eng.
Yang Zhang, Tao Cheng, Yibin Ren
2019 J jnl
A high-precision heuristic model to detect home and work locations from smart card data.
Geo spatial Inf. Sci.
Nilufer Sari Aslam, Tao Cheng, James A. Cheshire
2019 J jnl
Deep spatio-temporal residual neural networks for road-network-based data modeling.
Int. J. Geogr. Inf. Sci.
Yibin Ren, Tao Cheng, Yang Zhang
2019 J jnl
Designing efficient and balanced police patrol districts on an urban street network.
Int. J. Geogr. Inf. Sci.
Huanfa Chen, Tao Cheng, Xinyue Ye
2019 J jnl
WeatherNet: Recognising Weather and Visual Conditions from Street-Level Images Using Deep Residual Learning.
ISPRS Int. J. Geo Inf.
Mohamed R. Ibrahim, James Haworth, Tao Cheng
2019 J jnl
WeatherNet: Recognising weather and visual conditions from street-level images using deep residual learning.
CoRR
Mohamed R. Ibrahim, James Haworth, Tao Cheng
2019 J jnl
predictSLUMS: A new model for identifying and predicting informal settlements and slums in cities from street intersections using machine learning.
Comput. Environ. Urban Syst.
Mohamed R. Ibrahim, Helena Titheridge, Tao Cheng, James Haworth
2018 J jnl
A Balanced Route Design for Min-Max Multiple-Depot Rural Postman Problem (MMMDRPP): a police patrolling case.
Int. J. Geogr. Inf. Sci.
Huanfa Chen, Tao Cheng, John Shawe-Taylor
2018 J jnl
URBAN-i: From urban scenes to mapping slums, transport modes, and pedestrians in cities using deep learning and computer vision.
CoRR
Mohamed R. Ibrahim, James Haworth, Tao Cheng
2018 J jnl
predictSLUMS: A new model for identifying and predicting informal settlements and slums in cities from street intersections using machine learning.
CoRR
Mohamed R. Ibrahim, Helena Titheridge, Tao Cheng, James Haworth
2017 J jnl
Developing an online cooperative police patrol routing strategy.
Comput. Environ. Urban Syst.
Huanfa Chen, Tao Cheng, Sarah Wise
2017 J jnl
Improved targeted outdoor advertising based on geotagged social media data.
Ann. GIS
Juntao Lai, Tao Cheng, Guy Lansley
2016 J jnl
A framework for identifying activity groups from individual space-time profiles.
Int. J. Geogr. Inf. Sci.
Jianan Shen, Tao Cheng
2016 J jnl
How Officers Create Guardianship: An Agent-based Model of Policing.
Trans. GIS
Sarah Wise, Tao Cheng
2016 J jnl
Novel evaluation metrics for sparse spatio-temporal point process hotspot predictions - a crime case study.
Int. J. Geogr. Inf. Sci.
Monsuru Adepeju, Gabriel Rosser, Tao Cheng
2015 J jnl
Geospatial Big Data Handling Theory and Methods: A Review and Research Challenges.
CoRR
Songnian Li, Suzana Dragicevic, François Anton, Monika Sester, Stephan Winter, Arzu Çöltekin, Christopher James Pettit, Bin Jiang, James Haworth, Alfred Stein, Tao Cheng
2014 J jnl
A framework for simulating large-scale complex urban traffic dynamics through hybrid agent-based modelling.
Comput. Environ. Urban Syst.
Ed Manley, Tao Cheng, Alan Penn, Andy Emmonds
2013 J jnl
Guidelines for trust interface design for public engagement Web GIS.
Int. J. Geogr. Inf. Sci.
Artemis Skarlatidou, Tao Cheng, Muki Haklay
2012 J jnl
Advances in geocomputation (1996-2011).
Comput. Environ. Urban Syst.
Tao Cheng, James Haworth, Ed Manley
2012 — conf
Determinations of low breast screening uptake using geographically weighted regression model.
Geoinformatics
Chen Chen, Yu Wang, Huabing Wan, Tao Cheng
2012 J jnl
Guest editorial: Integrated spatio-temporal analysis and data mining.
GeoInformatica
Tao Cheng
2012 J jnl
Inferring hybrid transportation modes from sparse GPS data using a moving window SVM classification.
Comput. Environ. Urban Syst.
Adel Bolbol, Tao Cheng, Ioannis Tsapakis, James Haworth
2012 J jnl
Non-parametric regression for space-time forecasting under missing data.
Comput. Environ. Urban Syst.
James Haworth, Tao Cheng
2012 J jnl
Spatio-temporal autocorrelation of road network data.
J. Geogr. Syst.
Tao Cheng, James Haworth, Jiaqiu Wang
2011 J jnl
An adaptive spatial clustering algorithm based on delaunay triangulation.
Comput. Environ. Urban Syst.
Min Deng, Qiliang Liu, Tao Cheng, Yan Shi
2011 J jnl
Trust in Web GIS: the role of the trustee attributes in the design of trustworthy Web GIS applications.
Int. J. Geogr. Inf. Sci.
Artemis Skarlatidou, Muki Haklay, Tao Cheng
2010 — conf
Spatio-Temporal Clustering of Road Network Data.
AICI (1)
Tao Cheng, Berk Anbaroglu
2009 J jnl
Accommodating spatial associations in DRNN for space-time analysis.
Comput. Environ. Urban Syst.
Tao Cheng, Jiaqiu Wang
2008 J jnl
Integrated Spatio-temporal Data Mining for Forest Fire Prediction.
Trans. GIS
Tao Cheng, Jiaqiu Wang
2007 — conf
Application of a Dynamic Recurrent Neural Network in Spatio-Temporal Forecasting.
IF&GIS
Tao Cheng, Jiaqiu Wang
2007 J jnl
Detection of spatial conflicts between rivers and contours in digital map updating.
Int. J. Geogr. Inf. Sci.
Jun Chen, Wanzeng Liu, Zhilin Li, Renliang Zhao, Tao Cheng
2007 J jnl
Higher Order Vagueness in Geographical Information: Empirical Geographical Population of Type
GeoInformatica
Peter F. Fisher, Tao Cheng, Jo Wood
2007 J jnl
Multi-level Topological Relations Between Spatial Regions Based Upon Topological Invariants.
GeoInformatica
Min Deng, Tao Cheng, Xiaoyong Chen, Zhilin Li
2007 — conf
Nonlinear Integration of Spatial and Temporal Forecasting by Support Vector Machines.
FSKD (4)
Jiaqiu Wang, Tao Cheng, Xia Li
2006 J jnl
A Multiscale Approach for Spatio-Temporal Outlier Detection.
Trans. GIS
Tao Cheng, Zhilin Li
2006 J jnl
Toward Quantitative Measures for the Semantic Quality of Polygon Generalization.
Cartogr. Int. J. Geogr. Inf. Geovisualization
Tao Cheng, Zhilin Li
2005 — conf
A Refined Line-Line Spatial Relationship Model for Spatial Conflict Detection.
ER (Workshops)
Wanzeng Liu, Jun Chen, Renliang Zhao, Tao Cheng
2004 C conf
Double Vagueness: Effect of Scale on the Modelling of Fuzzy Spatial Objects.
SDH
Tao Cheng, Peter F. Fisher, Zhilin Li
2003 J jnl
Measures for semantic quality after polygon generalization.
Res. Comput. Sci.
Tao Cheng, Zhilin Li
2001 J jnl
A spatio-temporal data model for activity-based transport demand modelling.
Int. J. Geogr. Inf. Sci.
Donggen Wang, Tao Cheng
2001 J jnl
Formalizing fuzzy objects from uncertain classification results.
Int. J. Geogr. Inf. Sci.
Tao Cheng, Martien Molenaar, Hui Lin
1999 — —
A process-oriented data model for fuzzy spatial objects.
Tao Cheng
1999 J jnl
Diachronic Analysis of Fuzzy Objects.
GeoInformatica
Tao Cheng, Martien Molenaar
1997 — conf
Identification of Fuzzy Objects from Field Obseravtion Data.
COSIT
Tao Cheng, Martien Molenaar, Theo Bouloucos