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2020 – today
- 2024
[j10]Rafael Felipe Sprent, James Haworth
, Stefano Cavazzi, Ilya Ilyankou:
Multi-Criteria Framework for Routing on Access Land: A Case Study on Dartmoor National Park. ISPRS Int. J. Geo Inf. 13(4): 130 (2024)- [c7]Ilya Ilyankou, Aldo Lipani, Stefano Cavazzi, Xiaowei Gao, James Haworth:
Do Sentence Transformers Learn Quasi-Geospatial Concepts from General Text? GeoExT@ECIR 2024: 91-105 - [c6]Ilya Ilyankou, Meihui Wang, Stefano Cavazzi, James Haworth:
Quantifying Geospatial in the Common Crawl Corpus. SIGSPATIAL/GIS 2024: 585-588 - [c5]Ilya Ilyankou, Meihui Wang, Stefano Cavazzi, James Haworth:
CC-GPX: Extracting High-Quality Annotated Geospatial Data from Common Crawl. SIGSPATIAL/GIS 2024: 693-696 - [c4]Meihui Wang, James Haworth, Ilya Ilyankou, Nicola Christie:
CycleTrajectory: An End-to-End Pipeline for Enriching and Analyzing GPS Trajectories to Understand Cycling Behavior and Environment. SuMob@SIGSPATIAL 2024: 27-32 - [i15]Ilya Ilyankou, Aldo Lipani, Stefano Cavazzi, Xiaowei Gao, James Haworth:
Do Sentence Transformers Learn Quasi-Geospatial Concepts from General Text? CoRR abs/2404.04169 (2024) - [i14]Ilya Ilyankou, Meihui Wang, James Haworth, Stefano Cavazzi:
CC-GPX: Extracting High-Quality Annotated Geospatial Data from Common Crawl. CoRR abs/2405.11039 (2024) - [i13]Ilya Ilyankou, Meihui Wang, James Haworth, Stefano Cavazzi:
Quantifying Geospatial in the Common Crawl Corpus. CoRR abs/2406.04952 (2024) - [i12]Meihui Wang, James Haworth, Ilya Ilyankou, Nicola Christie:
CycleTrajectory: An End-to-End Pipeline for Enriching and Analyzing GPS Trajectories to Understand Cycling Behavior and Environment. CoRR abs/2406.10069 (2024) - [i11]Jingwei Guo, Meihui Wang, Ilya Ilyankou, Natchapon Jongwiriyanurak, Xiaowei Gao, Nicola Christie, James Haworth:
Multiple Object Detection and Tracking in Panoramic Videos for Cycling Safety Analysis. CoRR abs/2407.15199 (2024) - [i10]Xiaowei Gao, James Haworth, Ilya Ilyankou, Xianghui Zhang, Tao Cheng, Stephen Law, Huanfa Chen:
SMA-Hyper: Spatiotemporal Multi-View Fusion Hypergraph Learning for Traffic Accident Prediction. CoRR abs/2407.17642 (2024) - [i9]Natchapon Jongwiriyanurak, Zichao Zeng, June Moh Goo, Xinglei Wang, Ilya Ilyankou, Kerkritt Srirrongvikrai, Meihui Wang, James Haworth:
V-RoAst: A New Dataset for Visual Road Assessment. CoRR abs/2408.10872 (2024) - 2023
- [j9]Xiaowei Gao, Huanfa Chen, James Haworth:
A spatiotemporal analysis of the impact of lockdown and coronavirus on London's bicycle hire scheme: from response to recovery to a new normal. Geo spatial Inf. Sci. 26(4): 664-684 (2023) - [c3]Xinyi Liu, James Haworth, Meihui Wang:
A New Approach to Assessing Perceived Walkability: Combining Street View Imagery with Multimodal Contrastive Learning Model. GeoIndstry@SIGSPATIAL 2023: 16-21 - [c2]Xiaowei Gao, James Haworth, Dingyi Zhuang, Huanfa Chen, Xinke Jiang:
Uncertainty Quantification in the Road-Level Traffic Risk Prediction by Spatial-Temporal Zero-Inflated Negative Binomial Graph Neural Network(STZINB-GNN) (Short Paper). GIScience 2023: 33:1-33:6 - [c1]Natchapon Jongwiriyanurak, Zichao Zeng, Meihui Wang, James Haworth, Garavig Tanaksaranond, Jan Boehm:
Framework for Motorcycle Risk Assessment Using Onboard Panoramic Camera (Short Paper). GIScience 2023: 44:1-44:7 - [i8]Xiaowei Gao, James Haworth, Dingyi Zhuang, Huanfa Chen, Xinke Jiang:
Uncertainty Quantification in the Road-level Traffic Risk Prediction by Spatial-Temporal Zero-Inflated Negative Binomial Graph Neural Network(STZINB-GNN). CoRR abs/2307.13816 (2023) - [i7]Xiaowei Gao, Xinke Jiang, Dingyi Zhuang, Huanfa Chen, Shenhao Wang, James Haworth:
Spatiotemporal Graph Neural Networks with Uncertainty Quantification for Traffic Incident Risk Prediction. CoRR abs/2309.05072 (2023) - 2021
- [i6]Mohamed R. Ibrahim, James Haworth, Nicola Christie, Tao Cheng:
CyclingNet: Detecting cycling near misses from video streams in complex urban scenes with deep learning. CoRR abs/2102.00565 (2021) - [i5]Mohamed R. Ibrahim, James Haworth, Nicola Christie:
Re-designing cities with conditional adversarial networks. CoRR abs/2104.04013 (2021) - 2020
- [j8]Juntao Lai, Guy Lansley, James Haworth, Tao Cheng:
A name-led approach to profile urban places based on geotagged Twitter data. Trans. GIS 24(4): 858-879 (2020)
2010 – 2019
- 2019
- [j7]Mohamed R. Ibrahim, James Haworth, Tao Cheng:
WeatherNet: Recognising Weather and Visual Conditions from Street-Level Images Using Deep Residual Learning. ISPRS Int. J. Geo Inf. 8(12): 549 (2019) - [j6]Thanos Bantis, James Haworth:
Non-Employment Activity Type Imputation from Points of Interest and Mobility Data at an Individual Level: How Accurate Can We Get? ISPRS Int. J. Geo Inf. 8(12): 560 (2019) - [j5]Mohamed R. Ibrahim, Helena Titheridge, Tao Cheng, James Haworth:
predictSLUMS: A new model for identifying and predicting informal settlements and slums in cities from street intersections using machine learning. Comput. Environ. Urban Syst. 76: 31-56 (2019) - [i4]Mohamed R. Ibrahim, James Haworth, Tao Cheng:
WeatherNet: Recognising weather and visual conditions from street-level images using deep residual learning. CoRR abs/1910.09910 (2019) - 2018
- [i3]Mohamed R. Ibrahim, Helena Titheridge, Tao Cheng, James Haworth:
predictSLUMS: A new model for identifying and predicting informal settlements and slums in cities from street intersections using machine learning. CoRR abs/1808.06470 (2018) - [i2]Mohamed R. Ibrahim, James Haworth, Tao Cheng:
URBAN-i: From urban scenes to mapping slums, transport modes, and pedestrians in cities using deep learning and computer vision. CoRR abs/1809.03609 (2018) - 2015
- [i1]Songnian Li, Suzana Dragicevic, François Anton, Monika Sester, Stephan Winter, Arzu Çöltekin, Christopher James Pettit, Bin Jiang, James Haworth, Alfred Stein, Tao Cheng:
Geospatial Big Data Handling Theory and Methods: A Review and Research Challenges. CoRR abs/1511.03010 (2015) - 2012
- [j4]Tao Cheng, James Haworth, Jiaqiu Wang:
Spatio-temporal autocorrelation of road network data. J. Geogr. Syst. 14(4): 389-413 (2012) - [j3]Tao Cheng, James Haworth, Ed Manley:
Advances in geocomputation (1996-2011). Comput. Environ. Urban Syst. 36(6): 481-487 (2012) - [j2]Adel Bolbol, Tao Cheng, Ioannis Tsapakis, James Haworth:
Inferring hybrid transportation modes from sparse GPS data using a moving window SVM classification. Comput. Environ. Urban Syst. 36(6): 526-537 (2012) - [j1]James Haworth, Tao Cheng:
Non-parametric regression for space-time forecasting under missing data. Comput. Environ. Urban Syst. 36(6): 538-550 (2012)
Coauthor Index
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