STANDARD Publications

Journal Papers

1. Bolbol, A, Cheng, T, Tsapakis, I, & Haworth, J. 2012. Inferring hybrid transportation modes from sparse GPS data using a moving window SVM classification. Computers, Environment and Urban Systems. DOI: 10.1016/j.compenvurbsys.2012.06.001

2. Cheng, T, Haworth, J & Manley, E. 2012. Advances in Geocomputation(1996-2011), Computers, Environment and Urban Systems. DOI: 10.1111/j.1538-4632.2011.00813.x (in press).

3. Cheng, T, Haworth, J & Wang, J. 2012. Spatio-temporal autocorrelation of road network data. Journal of Geographical Systems. 14(4): 389-413 DOI: 10.1007/s10109-011-0149-5

4. Haworth, J & Cheng, T. 2012. Non-parametric regression for space–time forecasting under missing data. Computers, Environment and Urban Systems. DOI: 10.1016/j.compenvurbsys.2012.08.005 (in press)

5. Tsapakis, I, Heydecker, BG, Cheng, T and Anbaroglu, B. 2012. How Metro Strikes Affect Macroscopic and Microscopic Travel Times in London. Transportation Planning and Technology. 36(1)(in press)

6. Tsapakis, I, Cheng, T and Bolbol, A. 2012. Impact of Weather Conditions on Macroscopic Urban Travel Times. Journal of Transport Geography.(in press).

7. Tsapakis, I, Turner, J, Cheng, T, Heydecker, BG, Emmonds, A and Bolbol, A. 2012. Effects of Tube Strikes on Journey Times in the Transport Network of London. Transportation Research Record 2274: Journal of the Transportation Research Board (TRB), Transportation Research Board of the National Academies, Washington, D.C., 2012, pp. 84-92. DOI: 10.3141/2274-09

8. Cheng, T, Wang, J & Li, X. 2011. A Hybrid Framework for Integrated Space-Time Modeling of Environmental Data. Geographical Analysis, 43(2): 188-210 DOI: 10.1111/j.1538-4632.2011.00813.x

9. Cheng, T, Tanaksaranond, G, Emmonds, A & Sonoiki, D. 2010. Multi-scale visualisation of inbound and outbound traffic delays in London. The Cartographic Journal, 47(4): 323-329. DOI: 10.1179/000870410X12911311788152

10. Cheng, T & Wang, J. 2010. Accommodating spatial associations in DRNN for space-time analysis. Computer, Environment, and Urban Systems. 33(6). 409-418. DOI: 10.1016/j.compenvurbsys.2009.08.004

11. Cheng T & Wang J. 2008. Integrated Spatio-Temporal Data Mining for Forest Fire Prediction. Transactions in GIS, 12(5), 591-611. DOI: 10.1016/j.compenvurbsys.2009.08.004

Book chapters

1. Cheng, T. & Anbaroglu, B., 2010. Spatio-temporal clustering of road network data. In F. Wang et al., eds. Artificial Intelligence and Computational Intelligence. Lecture Notes in Computer Science. Springer Berlin / Heidelberg, pp. 116-123.

2. Wang, J. Q., Cheng, T., Haworth, J. 2010. Space-time kernels. in Shi, W, Goodchild, M & Lees, B. (Eds.) Advances in geospatial information science. CRC Press: Leiden, NL.

Conference Papers

1. Cheng, T., Wang, J., Haworth, J., Heydecker, B., Chow, A., 2011. Model dynamic space-time autocorrelations of urban transport network. Proceedings of the 11th International Conference of Geocomputation (2011), July 20-22, London.

2. Haworth, J., Cheng, T., Shawe-Taylor, J., 2011, Kernel Regression for Traffic Prediction Under Missing Data, the 11th International Conference on Geocomputation, July 20-22, London.

3. Manley E., Cheng, T., 2011, Multi-agent simulation of drivers reactions to unexpected incidents on urban road networks, submitted to the 19th GISRUK Conference, April 27-29, Plymouth.

4. Manley E., Cheng, T., 2011, Modelling taxi drivers reaction to unexpected incidents on urban road networks. To be submitted to the 11th International Conference of Geocomputation (2011), July 20-22, London.

5. Jiaqiu Wang, Tao Cheng, Ben Heydecker, Andy Chow, 2011, Parameter calibration of STARIMA Model, Proceedings of ISPRS Workshop on Spatio-Temporal Data Mining and Analysis, July 18-19, 2011, London.

6. Anbaroglu, B and Cheng, T. 2011, Where and when does the traffic congestion begin and end? A spatio-temporal clustering approach to detect congestion, Proceedings of ISPRS Workshop on Spatio-Temporal Data Mining and Analysis, July 18-19, 2011, London.

7. Tanaksaranond, G., Cheng, T., Chow, A., Santacreu, A., 2011, A star-schema OLAP to support multi-dimensional traffic analysis, Proceedings of ISPRS Workshop on Spatio-Temporal Data Mining and Analysis, July 18-19, 2011, London.

8. Tsapakis, I., Cheng, T., Tanaksaranond, G., Chow, A., Emmonds, A. 2011. Impact of transport strikes on travel time reliability in London. Abstract to be submitted at European Transport Conference, Glasgow, October 2011.

9. Cheng, T., Anbaroglu, B. 2010. Defining the dynamic spatio-temporal neighbourhood of network data. in The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. 38, Part II.

10. Cheng T., Anbaroglu B. 2010. Spatio-temporal clustering of road network Data, AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I, 116-123.

11. Cheng T., Emmonds, A., Tanaksaranond, G., Sonoiki, D. 2010. Multi-Scale visualisation of inbound and outbound traffic delays in London. in Haklay, M. and Morley, J. and Rahemtulla, H., eds. Proceedings of the 18th Annual Conference GIS Research UK (GISRUK) 2010. April 14-16, 2010, London, 319-324.

12. Manley E., Cheng, T., 2010, Understanding road congestion as an emergent property of traffic networks, Proceedings of The International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2010), Orlando. April 6-9, 2010, 109-114.

13. Wang, J. Q., Cheng, T., Haworth, J. 2010. Space-time kernels. in The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. 38, Part II.

14. Wang, J., Cheng, T., Heydecker, B. and Haworth, J. 2010. 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.

15. Cheng T., Anbaroglu B. 2009. Methods on defining spatio-temporal neighbourhoods. The 10th International Conference of GeoComputation 2009, Nov 30 - Dec 2nd, Sydney. CD, 5 pages

16. Cheng T., Anbaroglu B. 2009. Spatio-temporal outlier detection in environmental data. Spatial and Temporal Reasoning for Ambient Intelligence Systems Workshop; 20- 25 September 2009, France, 1-8.

Sponsored By:     University College London   Transport For London   Engineering and Phyical Research Council