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Centre for Marketing Analytics

  1. 2021
  2. Published

    Stability in the inefficient use of forecasting systems: a case study in a supply-chain company

    Fildes, R. & Goodwin, P., 1/04/2021, In: International Journal of Forecasting. 37, 2, p. 1031-1046 16 p.

    Research output: Contribution to journalJournal articlepeer-review

  3. E-pub ahead of print

    Identifying and Responding to Outlier Demand in Revenue Management

    Rennie, N., Cleophas, C., Sykulski, A. & Dost, F., 16/09/2021, In: European Journal of Operational Research. 293, 3, p. 1015-1030 16 p.

    Research output: Contribution to journalJournal articlepeer-review

  4. Published

    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

  5. Published

    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

  6. 2020
  7. Published

    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

  8. E-pub ahead of print

    A New Bootstrapped Hybrid Artificial Neural Network Approach for Time Series Forecasting

    Eğrioğlu, E. & Fildes, R., 20/11/2020, In: Computational Economics. 29 p.

    Research output: Contribution to journalJournal articlepeer-review

  9. Published

    Electrical Waste - challenges and opportunities: An Independent study on Waste Electrical and Electronic Equipment (WEEE) flows in the UK

    Sayers, M., Silva, C., Schaer, O., Stowell, A., Yumashev, D., Downes, S., Grantham, L., Laundon, C. & McCoach, H., 16/07/2020

    Research output: Book/Report/ProceedingsCommissioned report

  10. Published

    Forecasting third-party mobile payments with implications for customer flow prediction

    Ma, S. & Fildes, R., 1/07/2020, In: International Journal of Forecasting. 36, 3, p. 739-760 22 p.

    Research output: Contribution to journalJournal articlepeer-review

  11. Published

    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

  12. Published

    The Price-Setting Newsvendor with Poisson Demand

    Schulte, B. & Sachs, A-L., 16/05/2020, In: European Journal of Operational Research. 283, 1, p. 125-137 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  13. Published

    Spillover effects of investment in big data analytics in B2B relationships: What is the role of human capital?

    Sena, V. & Ozdemir, S., 1/04/2020, In: Industrial Marketing Management. 86, p. 77-89 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  14. Published

    Cross-temporal aggregation: Improving the forecast accuracy of hierarchical electricity consumption

    Spiliotis, E., Petropoulos, F., Kourentzes, N. & Assimakopoulos, V., 1/03/2020, In: Applied Energy. 261, 12 p., 114339.

    Research output: Contribution to journalJournal articlepeer-review

  15. Published

    Intuitionistic fuzzy ridge regression functions

    Kizilaslan, B., Egrioglu, E. & Evren, A. A., 1/03/2020, In: Communications in Statistics: Simulation and Computation. 49, 3, p. 699-708 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  16. Published

    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 articlepeer-review

  17. Published

    Subspace Clustering with Active Learning

    Peng, H. & Pavlidis, N., 24/02/2020, Proceedings of 2019 IEEE International Conference on Big Data. IEEE, 10 p. 9006361

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

  18. Published

    AR–ARCH Type Artificial Neural Network for Forecasting

    Corba, B. S., Egrioglu, E. & Dalar, A. Z., 1/02/2020, In: Neural Processing Letters. 51, p. 819–836 18 p.

    Research output: Contribution to journalJournal articlepeer-review

  19. Published

    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 articlepeer-review

  20. Published

    A Simple Combination of Univariate Models

    Petropoulos, F. & Svetunkov, I., 1/01/2020, In: International Journal of Forecasting. 36, 1, p. 110-115 6 p.

    Research output: Contribution to journalJournal articlepeer-review

  21. Published

    Modelling and managing Supply Chain forecast uncertainty in the presence of the Bullwhip Effect

    Saoud, P., 2020, Lancaster University. 152 p.

    Research output: ThesisDoctoral Thesis

  22. 2019
  23. Published

    A Fuzzy Data-Driven Paradigmatic Predictor

    Amirjavid, F., Nemati, H. & Barak, S., 31/12/2019, In: IFAC-PapersOnLine. 52, 13, p. 2366-2371 6 p.

    Research output: Contribution to journalJournal articlepeer-review

  24. Published

    A Fuzzy Paradigmatic Clustering Algorithm

    Amirjavid, F., Barak, S. & Nemati, H., 31/12/2019, In: IFAC-PapersOnLine. 52, 13, p. 2360-2365 6 p.

    Research output: Contribution to journalJournal articlepeer-review

  25. Published

    Evaluation and selection of clustering methods using a hybrid group MCDM

    Barak, S. & Mokfi, T., 30/12/2019, In: Expert Systems with Applications. 138, 19 p., 112817.

    Research output: Contribution to journalJournal articlepeer-review

  26. Published

    PPCI: an R Package for Cluster Identification using Projection Pursuit

    Hofmeyr, D. & Pavlidis, N., 27/12/2019, In: The R Journal.

    Research output: Contribution to journalJournal articlepeer-review

  27. Published

    Forecasting retailer product sales in the presence of structural change

    Huang, T., Fildes, R. & Soopramanien, D., 1/12/2019, In: European Journal of Operational Research. 279, 2, p. 459-470 12 p.

    Research output: Contribution to journalJournal articlepeer-review

  28. E-pub ahead of print

    A new intuitionistic fuzzy functions approach based on hesitation margin for time-series prediction

    Cagcag Yolcu, O., Bas, E., Egrioglu, E. & Yolcu, U., 1/11/2019, In: Soft Computing. 12 p.

    Research output: Contribution to journalJournal articlepeer-review

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