Tao Cheng

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 39

Top Topics

Top Venues

Int. J. Geogr. Inf. Sci.

Comput. Environ. Urban Syst.

Geo spatial Inf. Sci.

Publications

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 (2024)
Yao Yao, Ying Jiang, Zhenhui Sun, Linlong Li, Dongsheng Chen, Kailu Xiong, Anning Dong, Tao Cheng, Haoyan Zhang, Xun Liang, Qingfeng Guan
Applicability and sensitivity analysis of vector cellular automata model for land cover change. Comput. Environ. Urban Syst. 109 (2024)
Xianghui Zhang, Tao Cheng
The impacts of the COVID-19 pandemic on multimodal human mobility in London: A perspective of decarbonizing transport. Geo spatial Inf. Sci. 26 (4) (2023)
Xinglei Wang, Xianghui Zhang, Tao Cheng
The Ups and Downs of London High Streets Throughout COVID-19 Pandemic: Insights from Footfall-Based Clustering Analysis (Short Paper). GIScience (2023)
Xianghui Zhang, Tao Cheng
Unlocking the Power of Mobile Phone Application Data to Accelerate Transport Decarbonisation (Short Paper). GIScience (2023)
Tao Cheng, Huanfa Chen
Special issue on "multi-scale and multimodal human mobility: pre, peri and post COVID-19 pandemic". Geo spatial Inf. Sci. 26 (4) (2023)
Yao Yao, Haoyan Zhang, Zhenhui Sun, Linlong Li, Tao Cheng, Ying Jiang, Qingfeng Guan, Dongsheng Chen
Fine-grained regional economic forecasting for a megacity using vector-based cellular automata. Int. J. Appl. Earth Obs. Geoinformation 125 (2023)
Tongxin Chen, Kate Bowers, Tao Cheng
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. 12 (12) (2023)
Seula Park, Tao Cheng
Framework for constructing multimodal transport networks and routing using a graph database: A case study in London. Trans. GIS 27 (5) (2023)
Fangzhou Zhou, Xianghui Zhang, Xinglei Wang, Tao Cheng
Customer Profiling Based on Mobile Apps GPS Data : A Case Study on Westfield Shopping Malls. Geoinformatics (2023)
Mustafa Can Ozkan, Tao Cheng
Finding Feasible Routes with Reinforcement Learning Using Macro-Level Traffic Measurements (Short Paper). GIScience (2023)
Hongguang Lyu, Zeyuan Shao, Tao Cheng, Yong Yin, Xiaowei Gao
Sea-Surface Object Detection Based on Electro-Optical Sensors: A Review. IEEE Intell. Transp. Syst. Mag. 15 (2) (2023)
Yao Yao, Tao Cheng, Zhenhui Sun, Linlong Li, Dongsheng Chen, Ziheng Chen, Jianglin Wei, Qingfeng Guan
VecLI: A framework for calculating vector landscape indices considering landscape fragmentation. Environ. Model. Softw. 149 (2022)
Shuai Chen, Bing Li, Ziheng Chen, Yan Zhang, Caicai Wang, Tao Cheng
Novel Strong-PUF-Based Authentication Protocols Leveraging Shamir's Secret Sharing. IEEE Internet Things J. 9 (16) (2022)
Nilufer Sari Aslam, Di Zhu, Tao Cheng, Mohamed R. Ibrahim, Yang Zhang
Semantic enrichment of secondary activities using smart card data and point of interests: a case study in London. Ann. GIS 27 (1) (2021)
Nilufer Sari Aslam, Mohamed R. Ibrahim, Tao Cheng, Huanfa Chen, Yang Zhang
ActivityNET: Neural networks to predict public transport trip purposes from individual smart card data and POIs. Geo spatial Inf. Sci. 24 (4) (2021)
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 (2021)
Yao Yao, Linlong Li, Zhaotang Liang, Tao Cheng, Zhenhui Sun, Peng Luo, Qingfeng Guan, Yaqian Zhai, Shihao Kou, Yuyang Cai, Lefei Li, Xinyue Ye
UrbanVCA: a vector-based cellular automata framework to simulate the urban land-use change at the land-parcel level. CoRR (2021)
Yibin Ren, Huanfa Chen, Yong Han, Tao Cheng, Yang Zhang, Ge Chen
A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes. Int. J. Geogr. Inf. Sci. 34 (4) (2020)
Yang Zhang, Tao Cheng
A Deep Learning Approach to Infer Employment Status of Passengers by Using Smart Card Data. IEEE Trans. Intell. Transp. Syst. 21 (2) (2020)
Yang Zhang, Nilufer Sari Aslam, Juntao Lai, Tao Cheng
You are how you travel: A multi-task learning framework for Geodemographic inference using transit smart card data. Comput. Environ. Urban Syst. 83 (2020)
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) (2020)
Yang Zhang, Tao Cheng, Yibin Ren, Kun Xie
A novel residual graph convolution deep learning model for short-term network-based traffic forecasting. Int. J. Geogr. Inf. Sci. 34 (5) (2020)
Yang Zhang, Tao Cheng
Graph deep learning model for network-based predictive hotspot mapping of sparse spatio-temporal events. Comput. Environ. Urban Syst. 79 (2020)
Nilufer Sari Aslam, Tao Cheng, James A. Cheshire
A high-precision heuristic model to detect home and work locations from smart card data. Geo spatial Inf. Sci. 22 (1) (2019)
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 (2019)
Huanfa Chen, Tao Cheng, Xinyue Ye
Designing efficient and balanced police patrol districts on an urban street network. Int. J. Geogr. Inf. Sci. 33 (2) (2019)
Yibin Ren, Tao Cheng, Yang Zhang
Deep spatio-temporal residual neural networks for road-network-based data modeling. Int. J. Geogr. Inf. Sci. 33 (9) (2019)
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) (2019)
Mohamed R. Ibrahim, James Haworth, Tao Cheng
WeatherNet: Recognising weather and visual conditions from street-level images using deep residual learning. CoRR (2019)
Yang Zhang, Tao Cheng, Yibin Ren
A graph deep learning method for short-term traffic forecasting on large road networks. Comput. Aided Civ. Infrastructure Eng. 34 (10) (2019)
Huanfa Chen, Tao Cheng, John Shawe-Taylor
A Balanced Route Design for Min-Max Multiple-Depot Rural Postman Problem (MMMDRPP): a police patrolling case. Int. J. Geogr. Inf. Sci. 32 (1) (2018)
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 (2018)
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 (2018)
Juntao Lai, Tao Cheng, Guy Lansley
Improved targeted outdoor advertising based on geotagged social media data. Ann. GIS 23 (4) (2017)
Huanfa Chen, Tao Cheng, Sarah C. Wise
Developing an online cooperative police patrol routing strategy. Comput. Environ. Urban Syst. 62 (2017)
Jianan Shen, Tao Cheng
A framework for identifying activity groups from individual space-time profiles. Int. J. Geogr. Inf. Sci. 30 (9) (2016)
Monsuru Adepeju, Gabriel Rosser, Tao Cheng
Novel evaluation metrics for sparse spatio-temporal point process hotspot predictions - a crime case study. Int. J. Geogr. Inf. Sci. 30 (11) (2016)
Sarah C. Wise, Tao Cheng
How Officers Create Guardianship: An Agent-based Model of Policing. Trans. GIS 20 (5) (2016)
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 (2015)
Ed Manley, Tao Cheng, Alan Penn, Andy Emmonds
A framework for simulating large-scale complex urban traffic dynamics through hybrid agent-based modelling. Comput. Environ. Urban Syst. 44 (2014)
Artemis Skarlatidou, Tao Cheng, Muki Haklay
Guidelines for trust interface design for public engagement Web GIS. Int. J. Geogr. Inf. Sci. 27 (8) (2013)
Tao Cheng, James Haworth, Jiaqiu Wang
Spatio-temporal autocorrelation of road network data. J. Geogr. Syst. 14 (4) (2012)
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) (2012)
Chen Chen, Yu Wang, Huabing Wan, Tao Cheng
Determinations of low breast screening uptake using geographically weighted regression model. Geoinformatics (2012)
Tao Cheng
Guest editorial: Integrated spatio-temporal analysis and data mining. GeoInformatica 16 (4) (2012)
James Haworth, Tao Cheng
Non-parametric regression for space-time forecasting under missing data. Comput. Environ. Urban Syst. 36 (6) (2012)
Tao Cheng, James Haworth, Ed Manley
Advances in geocomputation (1996-2011). Comput. Environ. Urban Syst. 36 (6) (2012)
Artemis Skarlatidou, Muki Haklay, Tao Cheng
Trust in Web GIS: the role of the trustee attributes in the design of trustworthy Web GIS applications. Int. J. Geogr. Inf. Sci. 25 (12) (2011)
Min Deng, Qiliang Liu, Tao Cheng, Yan Shi
An adaptive spatial clustering algorithm based on delaunay triangulation. Comput. Environ. Urban Syst. 35 (4) (2011)
Tao Cheng, Berk Anbaroglu
Spatio-Temporal Clustering of Road Network Data. AICI (1) (2010)
Tao Cheng, Jiaqiu Wang
Accommodating spatial associations in DRNN for space-time analysis. Comput. Environ. Urban Syst. 33 (6) (2009)
Tao Cheng, Jiaqiu Wang
Integrated Spatio-temporal Data Mining for Forest Fire Prediction. Trans. GIS 12 (5) (2008)
Peter F. Fisher, Tao Cheng, Jo Wood
Fuzzy Sets. GeoInformatica 11 (3) (2007)
Jun Chen, Wanzeng Liu, Zhilin Li, Renliang Zhao, Tao Cheng
Detection of spatial conflicts between rivers and contours in digital map updating. Int. J. Geogr. Inf. Sci. 21 (10) (2007)
Min Deng, Tao Cheng, Xiaoyong Chen, Zhilin Li
Multi-level Topological Relations Between Spatial Regions Based Upon Topological Invariants. GeoInformatica 11 (2) (2007)
Jiaqiu Wang, Tao Cheng, Xia Li
Nonlinear Integration of Spatial and Temporal Forecasting by Support Vector Machines. FSKD (4) (2007)
Tao Cheng, Jiaqiu Wang
Application of a Dynamic Recurrent Neural Network in Spatio-Temporal Forecasting. IF&GIS (2007)
Tao Cheng, Zhilin Li
Toward Quantitative Measures for the Semantic Quality of Polygon Generalization. Cartogr. Int. J. Geogr. Inf. Geovisualization 41 (2) (2006)
Tao Cheng, Zhilin Li
A Multiscale Approach for Spatio-Temporal Outlier Detection. Trans. GIS 10 (2) (2006)
Wanzeng Liu, Jun Chen, Renliang Zhao, Tao Cheng
A Refined Line-Line Spatial Relationship Model for Spatial Conflict Detection. ER (Workshops) (2005)
Tao Cheng, Peter F. Fisher, Zhilin Li
Double Vagueness: Effect of Scale on the Modelling of Fuzzy Spatial Objects. SDH (2004)
Tao Cheng, Martien Molenaar, Hui Lin
Formalizing fuzzy objects from uncertain classification results. Int. J. Geogr. Inf. Sci. 15 (1) (2001)
Donggen Wang, Tao Cheng
A spatio-temporal data model for activity-based transport demand modelling. Int. J. Geogr. Inf. Sci. 15 (6) (2001)
Tao Cheng, Martien Molenaar
Diachronic Analysis of Fuzzy Objects. GeoInformatica 3 (4) (1999)
Tao Cheng, Martien Molenaar, Theo Bouloucos
Identification of Fuzzy Objects from Field Obseravtion Data. COSIT (1997)