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ORCIDTao Cheng 0004
Person information
- affiliation: University College London, Department of Civil, Environmental and Geomatic Engineering, SpaceTimeLab, UK
- affiliation (former): Chinese University of Hong Kong, Joint Laboratory of Geoinformation Science, Hong Kong
Other persons with the same name
- Tao Cheng — disambiguation page
- Tao Cheng 0001 — University of Illinois Urbana-Champaign, Computer Science Department, IL, USA
- Tao Cheng 0002 — Tsinghua University, Department of Electronic Engineering, TNList / RIIT, Beijing, China
- Tao Cheng 0003
![[0000-0002-4184-0730]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-4184-0730")
— Nanjing Agricultural University, National Engineering and Technology Center for Information Agriculture, China (and 2 more) - Tao Cheng 0005 — Chongqing University, School of Electrical Engineering, China
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Journal Articles
- 2023
[j47]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: 103602 (2023)- [j46]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): 599-602 (2023) - [j45]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): 703-715 (2023) - [j44]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): 488 (2023) - [j43]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): 190-216 (2023) - [j42]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): 1391-1417 (2023) - 2022
- [j41]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: 105325 (2022) - [j40]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): 14408-14425 (2022) - 2021
- [j39]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): 29-41 (2021) - [j38]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): 711-721 (2021) - 2020
- [j37]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): 802-823 (2020) - [j36]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): 969-995 (2020) - [j35]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) - [j34]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): 617-629 (2020) - [j33]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) - [j32]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: 101517 (2020) - 2019
- [j31]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): 877-896 (2019) - [j30]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): 269-290 (2019) - [j29]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): 1894-1912 (2019) - [j28]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): 1-11 (2019) - [j27]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) - [j26]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) - 2018
- [j25]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): 169-190 (2018) - 2017
- [j24]Juntao Lai, Tao Cheng, Guy Lansley:
Improved targeted outdoor advertising based on geotagged social media data. Ann. GIS 23(4): 237-250 (2017) - [j23]Huanfa Chen, Tao Cheng, Sarah C. Wise:
Developing an online cooperative police patrol routing strategy. Comput. Environ. Urban Syst. 62: 19-29 (2017) - 2016
- [j22]Jianan Shen, Tao Cheng:
A framework for identifying activity groups from individual space-time profiles. Int. J. Geogr. Inf. Sci. 30(9): 1785-1805 (2016) - [j21]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): 2133-2154 (2016) - [j20]Sarah C. Wise, Tao Cheng:
How Officers Create Guardianship: An Agent-based Model of Policing. Trans. GIS 20(5): 790-806 (2016) - 2014
- [j19]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: 27-36 (2014) - 2013
- [j18]Artemis Skarlatidou, Tao Cheng, Muki Haklay:
Guidelines for trust interface design for public engagement Web GIS. Int. J. Geogr. Inf. Sci. 27(8): 1668-1687 (2013) - 2012
- [j17]Tao Cheng:
Guest editorial: Integrated spatio-temporal analysis and data mining. GeoInformatica 16(4): 623-624 (2012) - [j16]Tao Cheng, James Haworth, Jiaqiu Wang:
Spatio-temporal autocorrelation of road network data. J. Geogr. Syst. 14(4): 389-413 (2012) - [j15]Tao Cheng, James Haworth, Ed Manley:
Advances in geocomputation (1996-2011). Comput. Environ. Urban Syst. 36(6): 481-487 (2012) - [j14]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) - [j13]James Haworth, Tao Cheng:
Non-parametric regression for space-time forecasting under missing data. Comput. Environ. Urban Syst. 36(6): 538-550 (2012) - 2011
- [j12]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): 1913-1930 (2011) - [j11]Min Deng, Qiliang Liu, Tao Cheng, Yan Shi:
An adaptive spatial clustering algorithm based on delaunay triangulation. Comput. Environ. Urban Syst. 35(4): 320-332 (2011) - 2009
- [j10]Tao Cheng, Jiaqiu Wang:
Accommodating spatial associations in DRNN for space-time analysis. Comput. Environ. Urban Syst. 33(6): 409-418 (2009) - 2008
- [j9]Tao Cheng, Jiaqiu Wang:
Integrated Spatio-temporal Data Mining for Forest Fire Prediction. Trans. GIS 12(5): 591-611 (2008) - 2007
- [j8]Min Deng, Tao Cheng, Xiaoyong Chen, Zhilin Li:
Multi-level Topological Relations Between Spatial Regions Based Upon Topological Invariants. GeoInformatica 11(2): 239-267 (2007) - [j7]Peter F. Fisher, Tao Cheng, Jo Wood:
Higher Order Vagueness in Geographical Information: Empirical Geographical Population of Type n Fuzzy Sets. GeoInformatica 11(3): 311-330 (2007) - [j6]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): 1093-1114 (2007) - 2006
- [j5]Tao Cheng, Zhilin Li:
Toward Quantitative Measures for the Semantic Quality of Polygon Generalization. Cartogr. Int. J. Geogr. Inf. Geovisualization 41(2): 135-148 (2006) - [j4]Tao Cheng, Zhilin Li:
A Multiscale Approach for Spatio-Temporal Outlier Detection. Trans. GIS 10(2): 253-263 (2006) - 2001
- [j3]Tao Cheng, Martien Molenaar, Hui Lin:
Formalizing fuzzy objects from uncertain classification results. Int. J. Geogr. Inf. Sci. 15(1): 27-42 (2001) - [j2]Donggen Wang, Tao Cheng:
A spatio-temporal data model for activity-based transport demand modelling. Int. J. Geogr. Inf. Sci. 15(6): 561-585 (2001) - 1999
- [j1]Tao Cheng, Martien Molenaar:
Diachronic Analysis of Fuzzy Objects. GeoInformatica 3(4): 337-355 (1999)
Conference and Workshop Papers
- 2023
- [c11]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: 1-5 - [c10]Mustafa Can Ozkan, Tao Cheng:
Finding Feasible Routes with Reinforcement Learning Using Macro-Level Traffic Measurements (Short Paper). GIScience 2023: 58:1-58:6 - [c9]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: 80:1-80:6 - [c8]Xianghui Zhang, Tao Cheng:
Unlocking the Power of Mobile Phone Application Data to Accelerate Transport Decarbonisation (Short Paper). GIScience 2023: 92:1-92:6 - 2012
- [c7]Chen Chen, Yu Wang, Huabing Wan, Tao Cheng:
Determinations of low breast screening uptake using geographically weighted regression model. Geoinformatics 2012: 1-6 - 2010
- [c6]Tao Cheng, Berk Anbaroglu:
Spatio-Temporal Clustering of Road Network Data. AICI (1) 2010: 116-123 - 2007
- [c5]Jiaqiu Wang, Tao Cheng, Xia Li:
Nonlinear Integration of Spatial and Temporal Forecasting by Support Vector Machines. FSKD (4) 2007: 61-66 - [c4]Tao Cheng, Jiaqiu Wang:
Application of a Dynamic Recurrent Neural Network in Spatio-Temporal Forecasting. IF&GIS 2007: 173-186 - 2005
- [c3]Wanzeng Liu, Jun Chen, Renliang Zhao, Tao Cheng:
A Refined Line-Line Spatial Relationship Model for Spatial Conflict Detection. ER (Workshops) 2005: 239-248 - 2004
- [c2]Tao Cheng, Peter F. Fisher, Zhilin Li:
Double Vagueness: Effect of Scale on the Modelling of Fuzzy Spatial Objects. SDH 2004: 299-313 - 1997
- [c1]Tao Cheng, Martien Molenaar, Theo Bouloucos:
Identification of Fuzzy Objects from Field Obseravtion Data. COSIT 1997: 241-259
Informal and Other Publications
- 2023
- [i7]Xinglei Wang, Meng Fang, Zichao Zeng, Tao Cheng:
Where Would I Go Next? Large Language Models as Human Mobility Predictors. CoRR abs/2308.15197 (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]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 abs/2103.08538 (2021) - 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)
Coauthor Index
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