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Article

Brindley, Paul, Goulding, James and Wilson, Max L. (2017) Generating vague neighbourhoods through data mining of passive web data. International Journal of Geographical Information Science, 32 (3). pp. 498-523. ISSN 1365-8824

Dzogang, Fabon, Goulding, James, Lightman, Stafford and Cristianini, Nello (2017) Seasonal variation in collective mood via Twitter content and medical purchases. Lecture Notes in Computer Science, 10584 . pp. 63-74. ISSN 0302-9743

Conference or Workshop Item

Goulding, James, Smith, Gavin and Engelmann, Gregor (2018) The unbanked and poverty: predicting area-level socio-economic vulnerability from M-Money transactions. In: 2018 IEEE International Conference on Big Data, 10-13 Dec 2018, Seattle, USA.

Priestnall, Gary, Goulding, James, Smith, Alastair and Arss, Nachnoer (2017) Exploring the capabilities of Projection Augmented Relief Models (PARM). In: Geographical Information Science Research UK Conference 2017, 18-21 April 2017, Manchester, UK.

Goulding, James, Preston, Simon P. and Smith, Gavin (2016) Event series prediction via non-homogeneous Poisson process modelling. In: 2016 IEEE International Conference on Data Mining (ICDM), 12-25 Dec 2016, Barcelona., Spain.

Alanazi, Sultan, Goulding, James and McAuley, Derek (2016) Cross-system recommendation: user-modelling via social media versus self-declared preferences. In: 27th ACM Conference on Hypertext and Social Media 2016 (HT'16), 10-13 July 2016, Halifax, Canada.

Smith, Gavin and Goulding, James (2015) A novel symbolization technique for time-series outlier detection. In: 2015 IEEE International Conference on Big Data, Oct 29 - Nov 1 2015, Santa Clara, California, USA.

Barrack, Duncan S., Goulding, James, Hopcraft, Keith, Preston, Simon and Smith, Gavin (2015) AMP: a new time-frequency feature extraction method for intermittent time-series data. In: 1st International Workshop on Mining and Learning from Time Series (MiLeTS), 10-13 August 2015, Sydney, Australia.

Smith, Gavin, Wieser, Romain, Goulding, James and Barrack, Duncan (2014) A refined limit on the predictability of human mobility. In: 2014 IEEE International Conference on Pervasive Computing and Communications (PerCom), 24-28 March 2014, Budapest, Hungary.

Brindley, Paul, Goulding, James and Wilson, Max L. (2014) A data driven approach to mapping urban neighbourhoods. In: 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 4-7 November 2014, Dallas, Texas, USA.

Smith, Gavin, Goulding, James and Barrack, Duncan (2013) Towards optimal symbolization for time series comparisons. In: IEEE 13th International Conference on Data Mining Workshops (ICDMW 2013), 7-10 Dec 2013, Dallas, Texas, USA.

Book Section

Liu, Haixia, Goulding, James and Brailsford, Tim (2015) Towards computation of novel ideas from corpora of scientific text. In: Machine Learning and Knowledge Discovery in Databases. Springer Verlag, Cham, Switzerland, pp. 541-556.