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2018

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.

2017

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

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.

2016

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.

2015

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.

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.

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.

2014

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.

2013

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.