Tao Cheng
Orcid: 0000-0002-5503-9813Affiliations:
- University College London, Department of Civil, Environmental and Geomatic Engineering, SpaceTimeLab, UK
- Chinese University of Hong Kong, Joint Laboratory of Geoinformation Science, Hong Kong (former)
According to our database1,
Tao Cheng
authored at least 63 papers
between 1997 and 2023.
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Collaborative distances:
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Bibliography
2023
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., December, 2023
Fine-grained regional economic forecasting for a megacity using vector-based cellular automata.
Int. J. Appl. Earth Obs. Geoinformation, December, 2023
The impacts of the COVID-19 pandemic on multimodal human mobility in London: A perspective of decarbonizing transport.
Geo spatial Inf. Sci., October, 2023
Special issue on "multi-scale and multimodal human mobility: pre, peri and post COVID-19 pandemic".
Geo spatial Inf. Sci., October, 2023
Framework for constructing multimodal transport networks and routing using a graph database: A case study in London.
Trans. GIS, August, 2023
IEEE Intell. Transp. Syst. Mag., 2023
CoRR, 2023
Unlocking the Power of Mobile Phone Application Data to Accelerate Transport Decarbonisation (Short Paper).
Proceedings of the 12th International Conference on Geographic Information Science, 2023
The Ups and Downs of London High Streets Throughout COVID-19 Pandemic: Insights from Footfall-Based Clustering Analysis (Short Paper).
Proceedings of the 12th International Conference on Geographic Information Science, 2023
Finding Feasible Routes with Reinforcement Learning Using Macro-Level Traffic Measurements (Short Paper).
Proceedings of the 12th International Conference on Geographic Information Science, 2023
Customer Profiling Based on Mobile Apps GPS Data : A Case Study on Westfield Shopping Malls.
Proceedings of the 2023 30th International Conference on Geoinformatics, 2023
2022
IEEE Internet Things J., 2022
VecLI: A framework for calculating vector landscape indices considering landscape fragmentation.
Environ. Model. Softw., 2022
2021
ActivityNET: Neural networks to predict public transport trip purposes from individual smart card data and POIs.
Geo spatial Inf. Sci., 2021
UrbanVCA: a vector-based cellular automata framework to simulate the urban land-use change at the land-parcel level.
CoRR, 2021
CyclingNet: Detecting cycling near misses from video streams in complex urban scenes with deep learning.
CoRR, 2021
Semantic enrichment of secondary activities using smart card data and point of interests: a case study in London.
Ann. GIS, 2021
2020
Graph deep learning model for network-based predictive hotspot mapping of sparse spatio-temporal events.
Comput. Environ. Urban Syst., 2020
You are how you travel: A multi-task learning framework for Geodemographic inference using transit smart card data.
Comput. Environ. Urban Syst., 2020
A Deep Learning Approach to Infer Employment Status of Passengers by Using Smart Card Data.
IEEE Trans. Intell. Transp. Syst., 2020
Trans. GIS, 2020
A novel residual graph convolution deep learning model for short-term network-based traffic forecasting.
Int. J. Geogr. Inf. Sci., 2020
A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes.
Int. J. Geogr. Inf. Sci., 2020
2019
predictSLUMS: A new model for identifying and predicting informal settlements and slums in cities from street intersections using machine learning.
Comput. Environ. Urban Syst., 2019
WeatherNet: Recognising Weather and Visual Conditions from Street-Level Images Using Deep Residual Learning.
ISPRS Int. J. Geo Inf., 2019
A high-precision heuristic model to detect home and work locations from smart card data.
Geo spatial Inf. Sci., 2019
Int. J. Geogr. Inf. Sci., 2019
Int. J. Geogr. Inf. Sci., 2019
A graph deep learning method for short-term traffic forecasting on large road networks.
Comput. Aided Civ. Infrastructure Eng., 2019
2018
A Balanced Route Design for Min-Max Multiple-Depot Rural Postman Problem (MMMDRPP): a police patrolling case.
Int. J. Geogr. Inf. Sci., 2018
URBAN-i: From urban scenes to mapping slums, transport modes, and pedestrians in cities using deep learning and computer vision.
CoRR, 2018
2017
Comput. Environ. Urban Syst., 2017
Ann. GIS, 2017
2016
Int. J. Geogr. Inf. Sci., 2016
Novel evaluation metrics for sparse spatio-temporal point process hotspot predictions - a crime case study.
Int. J. Geogr. Inf. Sci., 2016
2015
CoRR, 2015
2014
A framework for simulating large-scale complex urban traffic dynamics through hybrid agent-based modelling.
Comput. Environ. Urban Syst., 2014
2013
Int. J. Geogr. Inf. Sci., 2013
2012
Comput. Environ. Urban Syst., 2012
Inferring hybrid transportation modes from sparse GPS data using a moving window SVM classification.
Comput. Environ. Urban Syst., 2012
GeoInformatica, 2012
Determinations of low breast screening uptake using geographically weighted regression model.
Proceedings of the 20th International Conference on Geoinformatics, 2012
2011
Comput. Environ. Urban Syst., 2011
Trust in Web GIS: the role of the trustee attributes in the design of trustworthy Web GIS applications.
Int. J. Geogr. Inf. Sci., 2011
2010
Proceedings of the Artificial Intelligence and Computational Intelligence, 2010
2009
Comput. Environ. Urban Syst., 2009
2008
2007
Int. J. Geogr. Inf. Sci., 2007
Higher Order Vagueness in Geographical Information: Empirical Geographical Population of Type <i>n</i> Fuzzy Sets.
GeoInformatica, 2007
Multi-level Topological Relations Between Spatial Regions Based Upon Topological Invariants.
GeoInformatica, 2007
Proceedings of the Third International Workshop on Information Fusion and Geographical Information Systems, 2007
Nonlinear Integration of Spatial and Temporal Forecasting by Support Vector Machines.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
2006
Cartogr. Int. J. Geogr. Inf. Geovisualization, 2006
2005
Proceedings of the Perspectives in Conceptual Modeling, 2005
2004
Proceedings of the Developments in Spatial Data Handling, 2004
2001
Int. J. Geogr. Inf. Sci., 2001
Int. J. Geogr. Inf. Sci., 2001
1999
1997
Proceedings of the Spatial Information Theory: A Theoretical Basis for GIS, 1997