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)

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)

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)

Non-Employment Activity Type Imputation from Points of Interest and Mobility Data at an Individual Level: How Accurate Can We Get? - Thanos Bantis; James Haworth (ISPRS Int. J. Geo Inf., 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 name-led approach to profile urban places based on geotagged Twitter data. - Juntao Lai; Guy Lansley; James Haworth; Tao Cheng 004 (Trans. GIS, 2020)

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)

Re-designing cities with conditional adversarial networks. - Mohamed R. Ibrahim; James Haworth; Nicola Christie (CoRR, 2021)

A New Approach to Assessing Perceived Walkability: Combining Street View Imagery with Multimodal Contrastive Learning Model. - Xinyi Liu; James Haworth; Meihui Wang (GeoIndstry@SIGSPATIAL, 2023)

Uncertainty Quantification in the Road-Level Traffic Risk Prediction by Spatial-Temporal Zero-Inflated Negative Binomial Graph Neural Network(STZINB-GNN) (Short Paper). - Xiaowei Gao; James Haworth; Dingyi Zhuang; Huanfa Chen; Xinke Jiang (GIScience, 2023)

Framework for Motorcycle Risk Assessment Using Onboard Panoramic Camera (Short Paper). - Natchapon Jongwiriyanurak; Zichao Zeng; Meihui Wang; James Haworth; Garavig Tanaksaranond; Jan Boehm 001 (GIScience, 2023)

Uncertainty Quantification in the Road-level Traffic Risk Prediction by Spatial-Temporal Zero-Inflated Negative Binomial Graph Neural Network(STZINB-GNN). - Xiaowei Gao; James Haworth; Dingyi Zhuang; Huanfa Chen; Xinke Jiang (CoRR, 2023)

Spatiotemporal Graph Neural Networks with Uncertainty Quantification for Traffic Incident Risk Prediction. - Xiaowei Gao; Xinke Jiang; Dingyi Zhuang; Huanfa Chen; Shenhao Wang; James Haworth (CoRR, 2023)

A spatiotemporal analysis of the impact of lockdown and coronavirus on London's bicycle hire scheme: from response to recovery to a new normal. - Xiaowei Gao; Huanfa Chen; James Haworth (Geo spatial Inf. Sci., 2023)

Do Sentence Transformers Learn Quasi-Geospatial Concepts from General Text? - Ilya Ilyankou; Aldo Lipani; Stefano Cavazzi; Xiaowei Gao; James Haworth (GeoExT@ECIR, 2024)

Quantifying Geospatial in the Common Crawl Corpus. - Ilya Ilyankou; Meihui Wang; Stefano Cavazzi; James Haworth (SIGSPATIAL/GIS, 2024)

CC-GPX: Extracting High-Quality Annotated Geospatial Data from Common Crawl. - Ilya Ilyankou; Meihui Wang; Stefano Cavazzi; James Haworth (SIGSPATIAL/GIS, 2024)

CycleTrajectory: An End-to-End Pipeline for Enriching and Analyzing GPS Trajectories to Understand Cycling Behavior and Environment. - Meihui Wang; James Haworth; Ilya Ilyankou; Nicola Christie (SuMob@SIGSPATIAL, 2024)

Multiple Object Detection and Tracking in Panoramic Videos for Cycling Safety Analysis. - Jingwei Guo; Meihui Wang; Ilya Ilyankou; Natchapon Jongwiriyanurak; Xiaowei Gao; Nicola Christie; James Haworth (CoRR, 2024)

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)

V-RoAst: A New Dataset for Visual Road Assessment. - Natchapon Jongwiriyanurak; Zichao Zeng; June Moh Goo; Xinglei Wang; Ilya Ilyankou; Kerkritt Srirrongvikrai; Meihui Wang; James Haworth (CoRR, 2024)

Multi-Criteria Framework for Routing on Access Land: A Case Study on Dartmoor National Park. - Rafael Felipe Sprent; James Haworth; Stefano Cavazzi; Ilya Ilyankou (ISPRS Int. J. Geo Inf., 2024)

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