Publications

Journal Articles

2014

Cheng, T., Wang, J., Haworth, J., Heydecker, B., Chow, A. A Dynamic Spatial Weight Matrix and Localized Space–Time Autoregressive Integrated Moving Average for Network Modeling. Geographical Analysis 46, 75–97. doi:10.1111/gean.12026
Haworth, J., Shawe-Taylor, J., Cheng, T., Wang, J. Local online kernel ridge regression for forecasting of urban travel times. Transportation Research Part C: Emerging Technologies 46, 151–178. doi:10.1016/j.trc.2014.05.015
2013
Cheng, T., Tanaksaranond, G., Brunsdon, C., Haworth, J. Exploratory visualisation of congestion evolutions on urban transport networks. Transportation Research Part C: Emerging Technologies 36, 296–306. doi:10.1016/j.trc.2013.09.001
2012
Bolbol, A., Cheng, T., Tsapakis, I., Haworth, J. Inferring hybrid transportation modes from sparse GPS data using a moving window SVM classification. Computers, Environment and Urban Systems 36, 526–537. doi:10.1016/j.compenvurbsys.2012.06.001
Cheng, T., Haworth, J., Manley, E. Advances in geocomputation (1996–2011). Computers, Environment and Urban Systems 36, 481–487. doi:10.1016/j.compenvurbsys.2012.10.002
Cheng, T., Haworth, J., Wang, J. Spatio-temporal autocorrelation of road network data. J Geogr Syst 14, 389–413. doi:10.1007/s10109-011-0149-5
Haworth, J., Cheng, T. Non-parametric regression for space–time forecasting under missing data. Computers, Environment and Urban Systems 36, 538–550. doi:10.1016/j.compenvurbsys.2012.08.005
Tsapakis, I., Schneider, W.H., Nichols, A.P., Haworth, J. Alternatives in assigning short-term counts to seasonal adjustment factor groupings. J. Adv. Transp. doi:10.1002/atr.1186

 

Book Chapters

2014

Cheng, T., Haworth, J., Anbaroglu, B., Tanaksaranond, G., Wang, J. Spatiotemporal Data Mining, in: Fischer, M.M., Nijkamp, P. (Eds.), Handbook of Regional Science. Springer Berlin Heidelberg, pp. 1173–1193.
2012
Wang, J.Q., Cheng, T., Haworth, J. Space-time kernels. Advances in Geo-Spatial Information Science 25–31.

 

Conference Papers

2014

Haworth, J., Cheng, T. Graphical LASSO for local spatio-temporal neighbourhood selection, in: Proceedings the GIS Research UK 22nd Annual Conference. Presented at GISRUK 2014, University of Glasgow, Glasgow, Scotland, pp. 425–433.
2013
Haworth, J., Cheng, T., Manley, E.J. Improving forecasting under missing data on sparse spatial networks, in: Proceedings of the 12th International Conference on GeoComputation. Presented at  Geocomputation 2013, Wuhan, China.
2011
Cheng, T., Wang, J., Haworth, J., Heydecker, B., Chow, A. Model dynamic space-time autocorrelations of urban transport network. Proceedings of the 11th International Conference of Geocomputation (2011), July 20-22, London.
Haworth, J., Cheng, T., Shawe-Taylor, J. Kernel Regression for Traffic Prediction Under Missing Data, the 11th International Conference on Geocomputation, July 20-22, London.
2010
Wang, J. Q., Cheng, T., Haworth, J. Space-time kernels. in The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. 38, Part II.
Wang, J., Cheng, T., Heydecker, B. and Haworth, J. STARIMA for journey time prediction in London. Proceedings of the 5th IMA (Institute of Mathematics and its Applications) Conference on Mathematics in Transport, April 12-14, London.
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