Refereed Journal Articles
Kourentzes N., Barrow D.K. and Petropoulos F. (2018). Another look at forecast selection and combination: evidence from forecast pooling, International Journal of Production Economics, [online] Available at: https://goo.gl/zF3Jct
Kourentzes, N., Rostami-Tabar, B., and Barrow, D. K. (2017) Demand forecasting by temporal aggregation: Using optimal or multiple aggregation levels? Journal of Business Research, 78, 1–9.
Barrow, D.K. and Kourentzes, N. (2016) The Impact of Special Days in Call Arrivals Forecasting: A Neural Network Approach to Modelling Special Days, European Journal of Operational Research, 264 (3), 967–977.
Barrow, D. K. (2016) Forecasting intraday call arrivals using the seasonal moving average method. Journal of Business Research, 69 (12), 6088–6096.
Barrow, D. K. and Kourentzes, N. (2016) Distributions of Forecasting Errors of Forecast Combinations: Implications for Inventory Management. International Journal of Production Economics, 177, 24–33.
Barrow, D. K. and Crone, S. (2016) A comparison of AdaBoost algorithms for time series forecast combination. International Journal of Forecasting, 32 (4), 1103–1119.
Barrow, D. K. and Crone, S. F. (2016) Cross-validation aggregation for combining autoregressive neural network forecasts. International Journal of Forecasting, 32 (4), 1120–1137.
Kourentzes, N., Barrow, D. K. and Crone, S. F. (2014) Neural network ensemble operators for time series forecasting. Expert Systems with Applications, 41 (9), 4235–4244.
Mitrovic, A., Ohlsson, S. and Barrow, D. K. (2013) The effect of positive feedback in a constraint-based intelligent tutoring system. Computers & Education, 60 (1), 264-272.
Chapters in Edited Volumes
Barrow, D.K., Mitrovic, A., Ohlsson, S. and Grimley, M. (2008). Assessing the Impact of Positive Feedback in Constraint-Based Tutors, Intelligent Tutoring Systems. In: Woolf, B., AÏmeur, E., Nkambou, R. & Lajoie, S. (eds.). Springer Berlin / Heidelberg, vol.:5091, pp: 250-259.
Barrow D.K. (2008) “Positive Feedback in Constraint-Based Tutors: Assessing the Impact of Positive Feedback in Constraint-Based (CBM) Tutors”, Germany, VDM Verlag Dr. Müller.
Barrow, D.K. (2012) “Active model combination – an evaluation and extension of Bagging and Boosting for time series forecasting”, In partial fulfilment of the Degree of Doctor of Philosophy, Lancaster University.
View all publications in research portal