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Results for Forecasting

Publications & Outputs

  1. Optimising forecasting models for inventory planning

    Kourentzes, N., Trapero, J. R. & Barrow, D., 1/07/2020, In : International Journal of Production Economics. 225, 9 p., 107597.

    Research output: Contribution to journalJournal article

  2. Towards short term electricity load forecasting using improved support vector machine and extreme learning machine

    Ahmad, W., Ayub, N., Ali, T., Irfan, M., Awais, M., Shiraz, M. & Glowacz, A., 5/06/2020, In : Energies. 13, 11, 17 p., 2907.

    Research output: Contribution to journalJournal article

  3. Automatic robust estimation for exponential smoothing

    Barrow, D., Kourentzes, N., Sandberg, R. & Niklewski, J., 4/06/2020, (Accepted/In press) In : Expert Systems with Applications.

    Research output: Contribution to journalJournal article

  4. A new fuzzy time series method based on an ARMA-type recurrent Pi-Sigma artificial neural network

    Kocak, C., Dalar, A. Z., Yolcu, O. C., Bas, E. & Egrioglu, E., 1/06/2020, In : Soft Computing. 24, 11, p. 8243-8252 10 p.

    Research output: Contribution to journalJournal article

  5. Retail sales forecasting with meta-learning

    Ma, S. & Fildes, R., 28/05/2020, In : European Journal of Operational Research. 18 p.

    Research output: Contribution to journalJournal article

  6. Elucidate structure in intermittent demand series

    Kourentzes, N. & Athanasopoulos, G., 22/05/2020, (Accepted/In press) In : European Journal of Operational Research.

    Research output: Contribution to journalJournal article

  7. Picture fuzzy regression functions approach for financial time series based on ridge regression and genetic algorithm

    Bas, E., Yolcu, U. & Egrioglu, E., 15/05/2020, In : Journal of Computational and Applied Mathematics. 370, 112656.

    Research output: Contribution to journalJournal article

  8. The Divination of Things by Things

    Akmal, H. A. & Coulton, P., 25/04/2020, CHI'20 : Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems Extended Abstracts. New York: ACM, 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  9. A hybrid algorithm based on artificial bat and backpropagation algorithms for multiplicative neuron model artificial neural networks

    Bas, E., Egrioglu, E. & Yolcu, U., 13/04/2020, In : Journal of Ambient Intelligence and Humanized Computing. 9 p.

    Research output: Contribution to journalJournal article

  10. Picture fuzzy time series: Defining, modeling and creating a new forecasting method

    Egrioglu, E., Bas, E., Yolcu, U. & Chen, M. Y., 28/02/2020, In : Engineering Applications of Artificial Intelligence. 88, 13 p., 103367.

    Research output: Contribution to journalJournal article

  11. State-space ARIMA for supply-chain forecasting

    Svetunkov, I. & Boylan, J. E., 1/02/2020, In : International Journal of Production Research. 58, 3, p. 818-827 10 p.

    Research output: Contribution to journalJournal article

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