Devon Barrow

Publications

  1. 2020
  2. Accepted/In press

    Automatic robust estimation for exponential smoothing: Perspectives from statistics and machine learning

    Devon Barrow, 4 Jun 2020, (Accepted/In press) In : Expert Systems with Applications.

    Research output: Contribution to journalArticlepeer-review

  3. 2019
  4. E-pub ahead of print

    Optimising forecasting models for inventory planning

    Devon Barrow, 19 Dec 2019, In : International Journal of Production Economics. 107597.

    Research output: Contribution to journalArticlepeer-review

  5. 2018
  6. E-pub ahead of print
  7. Published

    The impact of special days in call arrivals forecasting: a neural network approach to modelling special days

    Devon Barrow, 1 Feb 2018, In : European Journal of Operational Research. 264, 3, p. 967-977 11 p.

    Research output: Contribution to journalArticlepeer-review

  8. 2017
  9. Published

    Demand forecasting by temporal aggregation: Using optimal or multiple aggregation levels?

    Devon Barrow, 1 Sep 2017, In : Journal of Business Research. 78, p. 1-9 9 p.

    Research output: Contribution to journalArticlepeer-review

  10. 2016
  11. Published

    Forecasting intraday call arrivals using the seasonal moving average method

    Devon Barrow, 1 Dec 2016, In : Journal of Business Research. 69, 12, p. 6088-6096 9 p.

    Research output: Contribution to journalArticlepeer-review

  12. Published

    A comparison of AdaBoost algorithms for time series forecast combination

    Devon Barrow, 1 Oct 2016, In : International Journal of Forecasting. 32, 4, p. 1103-1119 17 p.

    Research output: Contribution to journalArticlepeer-review

  13. Published

    Cross-validation aggregation for combining autoregressive neural network forecasts

    Devon Barrow, 1 Oct 2016, In : International Journal of Forecasting. 32, 4, p. 1120-1137 18 p.

    Research output: Contribution to journalArticlepeer-review

  14. Published

    Distributions of forecasting errors of forecast combinations: Implications for inventory management

    Devon Barrow, 1 Jul 2016, In : International Journal of Production Economics. 177, p. 24-33 10 p.

    Research output: Contribution to journalArticlepeer-review

  15. 2014
  16. Published

    Neural network ensemble operators for time series forecasting

    Devon Barrow, 1 Jul 2014, In : Expert Systems with Applications. 41, 9, p. 4235-4244 10 p.

    Research output: Contribution to journalArticlepeer-review

  17. 2013
  18. Published

    Crogging (cross-validation aggregation) for forecasting - A novel algorithm of neural network ensembles on time series subsamples

    Devon Barrow, 1 Dec 2013, 2013 International Joint Conference on Neural Networks, IJCNN 2013. 6706740

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  19. Published

    The effect of positive feedback in a constraint-based intelligent tutoring system

    Devon Barrow, 1 Jan 2013, In : Computers and Education. 60, 1, p. 264-272 9 p.

    Research output: Contribution to journalArticlepeer-review

  20. 2010
  21. Published

    An evaluation of neural network ensembles and model selection for time series prediction

    Devon Barrow, 1 Dec 2010, 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 International Joint Conference on Neural Networks, IJCNN 2010. 5596686

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  22. 2008
  23. Published

    Assessing the impact of positive feedback in constraint-based tutors

    Devon Barrow, 1 Dec 2008, Intelligent Tutoring Systems - 9th International Conference, ITS 2008, Proceedings. p. 250-259 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5091 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution