Home > Research > Browse

Results for Forecasting

Publications & Outputs

  1. Elucidate structure in intermittent demand series

    Kourentzes, N. & Athanasopoulos, G., 1/01/2021, In : European Journal of Operational Research. 288, 1, p. 141-152 12 p.

    Research output: Contribution to journalJournal articlepeer-review

  2. Identifying and Responding to Outlier Demand in Revenue Management

    Rennie, N., Cleophas, C., Sykulski, A. & Dost, F., 1/01/2021, (Accepted/In press) In : European Journal of Operational Research.

    Research output: Contribution to journalJournal articlepeer-review

  3. Pantropical modelling of canopy functional traits using Sentinel-2 remote sensing data

    Aguirre-Gutiérrez, J., Rifai, S., Shenkin, A., Oliveras, I., Bentley, L. P., Svátek, M., Girardin, C. A. J., Both, S., Riutta, T., Berenguer, E., Kissling, W. D., Bauman, D., Raab, N., Moore, S., Farfan-Rios, W., Figueiredo, A. E. S., Reis, S. M., Ndong, J. E., Ondo, F. E., N'ssi Bengone, N. & 27 others, Mihindou, V., Moraes de Seixas, M. M., Adu-Bredu, S., Abernethy, K., Asner, G. P., Barlow, J., Burslem, D. F. R. P., Coomes, D. A., Cernusak, L. A., Dargie, G. C., Enquist, B. J., Ewers, R. M., Ferreira, J., Jeffery, K. J., Joly, C. A., Lewis, S. L., Marimon-Junior, B. H., Martin, R. E., Morandi, P. S., Phillips, O. L., Quesada, C. A., Salinas, N., Schwantes Marimon, B., Silman, M., Teh, Y. A., White, L. J. T. & Malhi, Y., 1/01/2021, In : Remote Sensing of Environment. 252, 112122 p., 18.

    Research output: Contribution to journalJournal articlepeer-review

  4. Retail sales forecasting with meta-learning

    Ma, S. & Fildes, R., 1/01/2021, In : European Journal of Operational Research. 288, 1, p. 111-128 18 p.

    Research output: Contribution to journalJournal articlepeer-review

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

    Barrow, D., Kourentzes, N., Sandberg, R. & Niklewski, J., 1/12/2020, In : Expert Systems with Applications. 160, 14 p., 113637.

    Research output: Contribution to journalJournal articlepeer-review

  6. Virtual image pair-based spatio-temporal fusion

    Wang, Q., Tang, Y., Tong, X. & Atkinson, P. M., 17/11/2020, In : Remote Sensing of Environment. 249, 17 p., 112009.

    Research output: Contribution to journalJournal articlepeer-review

  7. Big data analytics for short and medium-term electricity load forecasting using an AI techniques ensembler

    Ayub, N., Irfan, M., Awais, M., Ali, U., Ali, T., Hamdi, M., Alghamdi, A. & Muhammad, F., 5/10/2020, In : Energies. 13, 19, 21 p.

    Research output: Contribution to journalJournal articlepeer-review

  8. 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 articlepeer-review

  9. 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 articlepeer-review

  10. 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 articlepeer-review

  11. 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 articlepeer-review

More results »