James Haworth

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Tao ChengProfessor in GeoInformatics, University College LondonVerified email at ucl.ac.uk
Jiaqiu WangBarts NHS TrustVerified email at nhs.net
Mohamed R. IbrahimLecturer (Assistant Professor) in Spatial Data Science, University of LeedsVerified email at leeds.ac.uk
Bin JiangProfessor of Urban Governance and Design at HKUST(GZ)Verified email at hkust-gz.edu.cn
Nicola ChristieProfessor, UCLVerified email at ucl.ac.uk
Garavig TanaksaranondChulalongkorn UniversityVerified email at chula.ac.th
Adel Bolbol FernándezUniversity College LondonVerified email at ucl.ac.uk
Alfred SteinProfessor in Spatial Statistics and Image Analysis University of TwenteVerified email at utwente.nl
Christopher J PettitProfessor of Urban Science, University of New South WalesVerified email at unsw.edu.au
Suzana DragicevicSimon Fraser UniversityVerified email at sfu.ca
Monika Sesterprofessor in geographic information science, leibniz university hannoverVerified email at ikg.uni-hannover.de
Arzu ÇöltekinUniversity of Appl. Sciences & Arts Northwestern Switzerland (FHNW), previously University of ZurichVerified email at fhnw.ch
Andy H F ChowSystems Engineering, City University of Hong KongVerified email at cityu.edu.hk
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
Berk AnbaroğluAsst. Prof. at Hacettepe UniversityVerified email at hacettepe.edu.tr
Ed ManleyProfessor of Urban Analytics, University of LeedsVerified email at leeds.ac.uk
Chris BrunsdonNational University of Ireland, MaynoothVerified email at nuim.ie
Marta BlangiardoProfessor of Biostatistics, MRC Centre for Environment and Health, Imperial CollegeVerified email at imperial.ac.uk
Artemis SkarlatidouUCLVerified email at ucl.ac.uk
Helena TitheridgeUCLVerified email at ucl.ac.uk

James Haworth

Associate Professor in Spatio-temporal Analytics, University College London

Verified email at ucl.ac.uk - Homepage

GIScience Spatio-temporal Machine Learning Transport Intelligent Transportation Systems


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Geospatial big data handling theory and methods: A review and research challenges S Li, S Dragicevic, FA Castro, M Sester, S Winter, A Coltekin, C Pettit, ... ISPRS journal of Photogrammetry and Remote Sensing 115, 119-133, 2016	473	2016
Inferring hybrid transportation modes from sparse GPS data using a moving window SVM classification A Bolbol, T Cheng, I Tsapakis, J Haworth Computers, Environment and Urban Systems, 2012	224	2012
Spatio-temporal autocorrelation of road network data T Cheng, J Haworth, J Wang Journal of Geographical Systems, 1-25, 2011	185	2011
Non-parametric regression for space–time forecasting under missing data J Haworth, T Cheng Computers, Environment and Urban Systems 36 (6), 538-550, 2012	112	2012
A dynamic spatial weight matrix and localized space–time autoregressive integrated moving average for network modeling T Cheng, J Wang, J Haworth, B Heydecker, A Chow Geographical Analysis 46 (1), 75-97, 2014	85	2014
Understanding cities with machine eyes: A review of deep computer vision in urban analytics MR Ibrahim, J Haworth, T Cheng Cities 96, 102481, 2020	82	2020
Local online kernel ridge regression for forecasting of urban travel times J Haworth, J Shawe-Taylor, T Cheng, J Wang Transportation research part C: emerging technologies 46, 151-178, 2014	81	2014
Exploratory visualisation of congestion evolutions on urban transport networks T Cheng, G Tanaksaranond, C Brunsdon, J Haworth Transportation Research Part C: Emerging Technologies 36, 296-306, 2013	70	2013
Spatio-temporal data mining T Cheng, J Haworth, B Anbaroglu, G Tanaksaranond, J Wang	63	2012
Improved methods for fire risk assessment in low-income and informal settlements J Twigg, N Christie, J Haworth, E Osuteye, A Skarlatidou International journal of environmental research and public health 14 (2), 139, 2017	62	2017
Who you are is how you travel: A framework for transportation mode detection using individual and environmental characteristics T Bantis, J Haworth Transportation Research Part C: Emerging Technologies 80, 286-309, 2017	58	2017
Variational-LSTM autoencoder to forecast the spread of coronavirus across the globe MR Ibrahim, J Haworth, A Lipani, N Aslam, T Cheng, N Christie PloS one 16 (1), e0246120, 2021	44	2021
predictSLUMS: A new model for identifying and predicting informal settlements and slums in cities from street intersections using machine learning MR Ibrahim, H Titheridge, T Cheng, J Haworth Computers, Environment and Urban Systems 76, 31-56, 2019	40	2019
WeatherNet: Recognising weather and visual conditions from street-level images using deep residual learning MR Ibrahim, J Haworth, T Cheng ISPRS International Journal of Geo-Information 8 (12), 549, 2019	38	2019
URBAN-i: From urban scenes to mapping slums, transport modes, and pedestrians in cities using deep learning and computer vision MR Ibrahim, J Haworth, T Cheng Environment and Planning B: Urban Analytics and City Science 48 (1), 76-93, 2021	28	2021
Advances in geocomputation (1996-2011) T Cheng, J Haworth, E Manley Computers, Environment and Urban Systems 36 (6), 481-487, 2012	28	2012
Assessing transport related social exclusion using a capabilities approach to accessibility framework: A dynamic Bayesian network approach T Bantis, J Haworth Journal of Transport Geography 84, 102673, 2020	21	2020
Spatio-temporal forecasting of network data J Haworth UCL (University College London), 2014	17	2014
A spatiotemporal Bayesian hierarchical approach to investigating patterns of confidence in the police at the neighborhood level D Williams, J Haworth, M Blangiardo, T Cheng Geographical analysis 51 (1), 90-110, 2019	16	2019
Investigating the potential of activity tracking app data to estimate cycle flows in urban areas J Haworth ISPRS-International Archives of the Photogrammetry, Remote Sensing and …, 2016	16	2016

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