Identification of Fuzzy Objects from Field Obseravtion Data. - Tao Cheng 004; Martien Molenaar; Theo Bouloucos (COSIT, 1997)

Diachronic Analysis of Fuzzy Objects. - Tao Cheng 004; Martien Molenaar (GeoInformatica, 1999)

Formalizing fuzzy objects from uncertain classification results. - Tao Cheng 004; Martien Molenaar; Hui Lin 002 (Int. J. Geogr. Inf. Sci., 2001)

A spatio-temporal data model for activity-based transport demand modelling. - Donggen Wang; Tao Cheng 004 (Int. J. Geogr. Inf. Sci., 2001)

Double Vagueness: Effect of Scale on the Modelling of Fuzzy Spatial Objects. - Tao Cheng 004; Peter F. Fisher; Zhilin Li 001 (SDH, 2004)

A Refined Line-Line Spatial Relationship Model for Spatial Conflict Detection. - Wanzeng Liu; Jun Chen; Renliang Zhao; Tao Cheng 004 (ER (Workshops), 2005)

Toward Quantitative Measures for the Semantic Quality of Polygon Generalization. - Tao Cheng 004; Zhilin Li 001 (Cartogr. Int. J. Geogr. Inf. Geovisualization, 2006)

A Multiscale Approach for Spatio-Temporal Outlier Detection. - Tao Cheng 004; Zhilin Li 001 (Trans. GIS, 2006)

Nonlinear Integration of Spatial and Temporal Forecasting by Support Vector Machines. - Jiaqiu Wang; Tao Cheng 004; Xia Li 001 (FSKD (4), 2007)

Application of a Dynamic Recurrent Neural Network in Spatio-Temporal Forecasting. - Tao Cheng 004; Jiaqiu Wang (IF&GIS, 2007)

Multi-level Topological Relations Between Spatial Regions Based Upon Topological Invariants. - Min Deng; Tao Cheng 004; Xiaoyong Chen; Zhilin Li 001 (GeoInformatica, 2007)

Higher Order Vagueness in Geographical Information: Empirical Geographical Population of Type n Fuzzy Sets. - Peter F. Fisher; Tao Cheng 004; Jo Wood (GeoInformatica, 2007)

Detection of spatial conflicts between rivers and contours in digital map updating. - Jun Chen; Wanzeng Liu; Zhilin Li 001; Renliang Zhao; Tao Cheng 004 (Int. J. Geogr. Inf. Sci., 2007)

Integrated Spatio-temporal Data Mining for Forest Fire Prediction. - Tao Cheng 004; Jiaqiu Wang (Trans. GIS, 2008)

Accommodating spatial associations in DRNN for space-time analysis. - Tao Cheng 004; Jiaqiu Wang (Comput. Environ. Urban Syst., 2009)

Spatio-Temporal Clustering of Road Network Data. - Tao Cheng 004; Berk Anbaroglu (AICI (1), 2010)

Trust in Web GIS: the role of the trustee attributes in the design of trustworthy Web GIS applications. - Artemis Skarlatidou; Muki Haklay; Tao Cheng 004 (Int. J. Geogr. Inf. Sci., 2011)

An adaptive spatial clustering algorithm based on delaunay triangulation. - Min Deng; Qiliang Liu; Tao Cheng 004; Yan Shi 007 (Comput. Environ. Urban Syst., 2011)

Determinations of low breast screening uptake using geographically weighted regression model. - Chen Chen; Yu Wang; Huabing Wan; Tao Cheng 004 (Geoinformatics, 2012)

Guest editorial: Integrated spatio-temporal analysis and data mining. - Tao Cheng 004 (GeoInformatica, 2012)

Spatio-temporal autocorrelation of road network data. - Tao Cheng 004; James Haworth; Jiaqiu Wang (J. Geogr. Syst., 2012)

Inferring hybrid transportation modes from sparse GPS data using a moving window SVM classification. - Adel Bolbol; Tao Cheng 004; Ioannis Tsapakis; James Haworth (Comput. Environ. Urban Syst., 2012)

Advances in geocomputation (1996-2011). - Tao Cheng 004; James Haworth; Ed Manley (Comput. Environ. Urban Syst., 2012)

Non-parametric regression for space-time forecasting under missing data. - James Haworth; Tao Cheng 004 (Comput. Environ. Urban Syst., 2012)

Guidelines for trust interface design for public engagement Web GIS. - Artemis Skarlatidou; Tao Cheng 004; Muki Haklay (Int. J. Geogr. Inf. Sci., 2013)

A framework for simulating large-scale complex urban traffic dynamics through hybrid agent-based modelling. - Ed Manley; Tao Cheng 004; Alan Penn 001; Andy Emmonds (Comput. Environ. Urban Syst., 2014)

Geospatial Big Data Handling Theory and Methods: A Review and Research Challenges. - Songnian Li; Suzana Dragicevic; François Anton; Monika Sester; Stephan Winter 001; Arzu Çöltekin; Christopher James Pettit 001; Bin Jiang; James Haworth; Alfred Stein; Tao Cheng 004 (CoRR, 2015)

Novel evaluation metrics for sparse spatio-temporal point process hotspot predictions - a crime case study. - Monsuru Adepeju; Gabriel Rosser; Tao Cheng 004 (Int. J. Geogr. Inf. Sci., 2016)

A framework for identifying activity groups from individual space-time profiles. - Jianan Shen; Tao Cheng 004 (Int. J. Geogr. Inf. Sci., 2016)

How Officers Create Guardianship: An Agent-based Model of Policing. - Sarah C. Wise; Tao Cheng 004 (Trans. GIS, 2016)

Improved targeted outdoor advertising based on geotagged social media data. - Juntao Lai; Tao Cheng 004; Guy Lansley (Ann. GIS, 2017)

Developing an online cooperative police patrol routing strategy. - Huanfa Chen; Tao Cheng 004; Sarah C. Wise (Comput. Environ. Urban Syst., 2017)

URBAN-i: From urban scenes to mapping slums, transport modes, and pedestrians in cities using deep learning and computer vision. - Mohamed R. Ibrahim; James Haworth; Tao Cheng 004 (CoRR, 2018)

A Balanced Route Design for Min-Max Multiple-Depot Rural Postman Problem (MMMDRPP): a police patrolling case. - Huanfa Chen; Tao Cheng 004; John Shawe-Taylor (Int. J. Geogr. Inf. Sci., 2018)

A graph deep learning method for short-term traffic forecasting on large road networks. - Yang Zhang 039; Tao Cheng 004; Yibin Ren (Comput. Aided Civ. Infrastructure Eng., 2019)

Designing efficient and balanced police patrol districts on an urban street network. - Huanfa Chen; Tao Cheng 004; Xinyue Ye (Int. J. Geogr. Inf. Sci., 2019)

Deep spatio-temporal residual neural networks for road-network-based data modeling. - Yibin Ren; Tao Cheng 004; Yang Zhang 039 (Int. J. Geogr. Inf. Sci., 2019)

A high-precision heuristic model to detect home and work locations from smart card data. - Nilufer Sari Aslam; Tao Cheng 004; James A. Cheshire (Geo spatial Inf. Sci., 2019)

WeatherNet: Recognising Weather and Visual Conditions from Street-Level Images Using Deep Residual Learning. - Mohamed R. Ibrahim; James Haworth; Tao Cheng 004 (ISPRS Int. J. Geo Inf., 2019)

predictSLUMS: A new model for identifying and predicting informal settlements and slums in cities from street intersections using machine learning. - Mohamed R. Ibrahim; Helena Titheridge; Tao Cheng 004; James Haworth (Comput. Environ. Urban Syst., 2019)

A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes. - Yibin Ren; Huanfa Chen; Yong Han; Tao Cheng 004; Yang Zhang 039; Ge Chen 002 (Int. J. Geogr. Inf. Sci., 2020)

A novel residual graph convolution deep learning model for short-term network-based traffic forecasting. - Yang Zhang 039; Tao Cheng 004; Yibin Ren; Kun Xie 002 (Int. J. Geogr. Inf. Sci., 2020)

A name-led approach to profile urban places based on geotagged Twitter data. - Juntao Lai; Guy Lansley; James Haworth; Tao Cheng 004 (Trans. GIS, 2020)

A Deep Learning Approach to Infer Employment Status of Passengers by Using Smart Card Data. - Yang Zhang 039; Tao Cheng 004 (IEEE Trans. Intell. Transp. Syst., 2020)

You are how you travel: A multi-task learning framework for Geodemographic inference using transit smart card data. - Yang Zhang 039; Nilufer Sari Aslam; Juntao Lai; Tao Cheng 004 (Comput. Environ. Urban Syst., 2020)

Graph deep learning model for network-based predictive hotspot mapping of sparse spatio-temporal events. - Yang Zhang 039; Tao Cheng 004 (Comput. Environ. Urban Syst., 2020)

Semantic enrichment of secondary activities using smart card data and point of interests: a case study in London. - Nilufer Sari Aslam; Di Zhu 004; Tao Cheng 004; Mohamed R. Ibrahim; Yang Zhang 039 (Ann. GIS, 2021)

CyclingNet: Detecting cycling near misses from video streams in complex urban scenes with deep learning. - Mohamed R. Ibrahim; James Haworth; Nicola Christie; Tao Cheng 004 (CoRR, 2021)

UrbanVCA: a vector-based cellular automata framework to simulate the urban land-use change at the land-parcel level. - Yao Yao 004; Linlong Li; Zhaotang Liang; Tao Cheng 004; Zhenhui Sun; Peng Luo 001; Qingfeng Guan 001; Yaqian Zhai; Shihao Kou; Yuyang Cai; Lefei Li; Xinyue Ye (CoRR, 2021)

ActivityNET: Neural networks to predict public transport trip purposes from individual smart card data and POIs. - Nilufer Sari Aslam; Mohamed R. Ibrahim; Tao Cheng 004; Huanfa Chen; Yang Zhang 039 (Geo spatial Inf. Sci., 2021)

VecLI: A framework for calculating vector landscape indices considering landscape fragmentation. - Yao Yao 004; Tao Cheng 004; Zhenhui Sun; Linlong Li; Dongsheng Chen; Ziheng Chen 011; Jianglin Wei; Qingfeng Guan 001 (Environ. Model. Softw., 2022)

Customer Profiling Based on Mobile Apps GPS Data : A Case Study on Westfield Shopping Malls. - Fangzhou Zhou; Xianghui Zhang; Xinglei Wang; Tao Cheng 004 (Geoinformatics, 2023)

Finding Feasible Routes with Reinforcement Learning Using Macro-Level Traffic Measurements (Short Paper). - Mustafa Can Ozkan; Tao Cheng 004 (GIScience, 2023)

The Ups and Downs of London High Streets Throughout COVID-19 Pandemic: Insights from Footfall-Based Clustering Analysis (Short Paper). - Xinglei Wang; Xianghui Zhang; Tao Cheng 004 (GIScience, 2023)

Unlocking the Power of Mobile Phone Application Data to Accelerate Transport Decarbonisation (Short Paper). - Xianghui Zhang; Tao Cheng 004 (GIScience, 2023)

Where Would I Go Next? Large Language Models as Human Mobility Predictors. - Xinglei Wang; Meng Fang; Zichao Zeng; Tao Cheng 004 (CoRR, 2023)

Sea-Surface Object Detection Based on Electro-Optical Sensors: A Review. - Hongguang Lyu; Zeyuan Shao; Tao Cheng 004; Yong Yin; Xiaowei Gao (IEEE Intell. Transp. Syst. Mag., 2023)

Framework for constructing multimodal transport networks and routing using a graph database: A case study in London. - Seula Park; Tao Cheng 004 (Trans. GIS, 2023)

Special issue on "multi-scale and multimodal human mobility: pre, peri and post COVID-19 pandemic". - Tao Cheng 004; Huanfa Chen (Geo spatial Inf. Sci., 2023)

The impacts of the COVID-19 pandemic on multimodal human mobility in London: A perspective of decarbonizing transport. - Xianghui Zhang; Tao Cheng 004 (Geo spatial Inf. Sci., 2023)

Fine-grained regional economic forecasting for a megacity using vector-based cellular automata. - Yao Yao 004; Haoyan Zhang; Zhenhui Sun; Linlong Li; Tao Cheng 004; Ying Jiang; Qingfeng Guan 001; Dongsheng Chen (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Applying Dynamic Human Activity to Disentangle Property Crime Patterns in London during the Pandemic: An Empirical Analysis Using Geo-Tagged Big Data. - Tongxin Chen; Kate Bowers; Tao Cheng 004 (ISPRS Int. J. Geo Inf., 2023)

SMA-Hyper: Spatiotemporal Multi-View Fusion Hypergraph Learning for Traffic Accident Prediction. - Xiaowei Gao; James Haworth; Ilya Ilyankou; Xianghui Zhang; Tao Cheng 004; Stephen Law; Huanfa Chen (CoRR, 2024)

Multimodal Contrastive Learning of Urban Space Representations from POI Data. - Xinglei Wang; Tao Cheng 004; Stephen Law; Zichao Zeng; Lu Yin 006; Junyuan Liu (CoRR, 2024)

Estimating the household secondary attack rate and serial interval of COVID-19 using social media. - 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; et al. (npj Digit. Medicine, 2024)

Applicability and sensitivity analysis of vector cellular automata model for land cover change. - Yao Yao 004; Ying Jiang; Zhenhui Sun; Linlong Li; Dongsheng Chen; Kailu Xiong; Anning Dong; Tao Cheng 004; Haoyan Zhang; Xun Liang 002; Qingfeng Guan 001 (Comput. Environ. Urban Syst., 2024)

Enriching Location Representation with Detailed Semantic Information. - Junyuan Liu; Xinglei Wang; Tao Cheng 004 (GIScience, 2025)

Multi-modal contrastive learning of urban space representations from POI data. - Xinglei Wang; Tao Cheng 004; Stephen Law; Zichao Zeng; Lu Yin 006; Junyuan Liu (Comput. Environ. Urban Syst., 2025)

CLIP the Landscape: Automated Tagging of Crowdsourced Landscape Images. - Ilya Ilyankou; Natchapon Jongwiriyanurak; Tao Cheng 004; James Haworth (CoRR, 2025)

Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places. - Xinglei Wang; Tao Cheng 004; Stephen Law; Zichao Zeng; Ilya Ilyankou; Junyuan Liu; Lu Yin 006; Weiming Huang; Natchapon Jongwiriyanurak (CoRR, 2025)