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Centre for Marketing Analytics

  1. 2019
  2. 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

  3. 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

  4. 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

  5. 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

  6. Unpublished

    Business forecasting with online buzz

    Schaer, O., 11/10/2019, (Unpublished) Lancaster University. 138 p.

    Research output: ThesisDoctoral Thesis

  7. Published

    Intuitionistic time series fuzzy inference system

    Egrioglu, E., Bas, E., Yolcu, O. C. & Yolcu, U., 30/06/2019, In: Engineering Applications of Artificial Intelligence. 82, p. 175-183 9 p.

    Research output: Contribution to journalJournal articlepeer-review

  8. Published

    Leveraging Big Data Analytics to Improve Quality of Care in Healthcare Organizations: A Configurational Perspective

    Wang, Y., Kung, L. A., Gupta, S. & Ozdemir, S., 1/04/2019, In: British Journal of Management. 30, 2, p. 362-388 27 p.

    Research output: Contribution to journalJournal articlepeer-review

  9. Published

    Empirical safety stock estimation based on kernel and GARCH models

    Trapero Arenas, J. R., Cardos, M. & Kourentzes, N., 04/2019, In: Omega: The International Journal of Management Science. 84, p. 199-211 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  10. Published

    Cross-temporal coherent forecasts for Australian tourism

    Kourentzes, N. & Athanasopoulos, G., 31/03/2019, In: Annals of Tourism Research. 75, p. 393-409 17 p.

    Research output: Contribution to journalJournal articlepeer-review

  11. Published

    Capacity Uncertainty in Airline Revenue Management: Models, Algorithms, and Computations

    Busing, C., Kadatz, D. & Cleophas, C., 1/03/2019, In: Transportation Science. 53, 2, p. 383-400 18 p.

    Research output: Contribution to journalJournal articlepeer-review

  12. Published

    Incorporating macroeconomic leading indicators in tactical capacity planning

    Sagaert, Y. R., Kourentzes, N., De Vuyst, S., Aghezzaf, E-H. & Desmet, B., 1/03/2019, In: International Journal of Production Economics. 209, p. 12-19 8 p.

    Research output: Contribution to journalJournal articlepeer-review

  13. Published

    Minimum spectral connectivity projection pursuit: Divisive clustering using optimal projections for spectral clustering

    Hofmeyr, D., Pavlidis, N. G. & Eckley, I. A., 1/03/2019, In: Statistics and Computing. 29, 2, p. 391–414 24 p.

    Research output: Contribution to journalJournal articlepeer-review

  14. Unpublished

    Estimating the market potential with pre-release buzz

    Schaer, O., Kourentzes, N. & Fildes, R. A., 3/02/2019, (Unpublished) Department of Management Science, Lancaster University, p. 1-39, 39 p.

    Research output: Working paper

  15. Published

    Unconstraining methods for revenue management systems under small demand

    Kourentzes, N., Dong, L. & Strauss, A., 1/02/2019, In: Journal of Revenue and Pricing Management. 18, 1, p. 27-41 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  16. Published

    Subspace Clustering of Very Sparse High-Dimensional Data

    Peng, H., Pavlidis, N. G., Eckley, I. A. & Tsalamanis, I., 24/01/2019, 2018 IEEE International Conference on Big Data (Big Data). IEEE, p. 3780-3783 4 p.

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

  17. Published

    Median-Pi artificial neural network for forecasting

    Egrioglu, E., Yolcu, U., Bas, E. & Dalar, A. Z., 18/01/2019, In: Neural Computing and Applications. 31, 1, p. 307-316 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  18. Published

    Demand forecasting with user-generated online information

    Schaer, O., Kourentzes, N. & Fildes, R. A., 01/2019, In: International Journal of Forecasting. 35, 1, p. 197-212 16 p.

    Research output: Contribution to journalJournal articlepeer-review

  19. Published

    Use and misuse of information in supply chain forecasting of promotion effects

    Fildes, R. A., Goodwin, P. & Onkal, D., 01/2019, In: International Journal of Forecasting. 35, 1, p. 144-156 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  20. Published

    Modelling and inference for the travel times in vehicle routing problems

    Wright, C., 2019, Lancaster University. 267 p.

    Research output: ThesisDoctoral Thesis

  21. 2018
  22. Published

    Producing long-term forecasts of the development of arctic shelf

    Ilinova, A., Chanysheva, A., Kourentzes, N. & Svetunkov, I., 16/10/2018, Innovation-Based Development of the Mineral Resources Sector: Challenges and Prospects: Proceedings of the 11th Russian-German Raw Materials Conference, November 7-8, 2018, Potsdam, Germany. Litvinenko, V. (ed.). CRC Press, p. 539-553 15 p.

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

  23. Published

    A novel hybrid fuzzy DEA-Fuzzy MADM method for airlines safety evaluation

    Barak, S. & Dahooei, J. H., 10/2018, In: Journal of Air Transport Management. 73, p. 134-149 16 p.

    Research output: Contribution to journalJournal articlepeer-review

  24. Published

    A new fuzzy inference system for time series forecasting and obtaining the probabilistic forecasts via subsampling block bootstrap

    Yolcu, U., Bas, E. & Egrioglu, E., 26/08/2018, In: Journal of Intelligent and Fuzzy Systems. 35, 2, p. 2349-2358 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  25. Published

    E-Commerce Effects on Energy Consumption: A Multi-Year Ecosystem-Level Assessment

    Dost, F. & Maier, E., 08/2018, In: Journal of Industrial Ecology. 22, 4, p. 799-812 14 p.

    Research output: Contribution to journalJournal articlepeer-review

  26. Published

    Short term electricity demand forecasting using partially linear additive quantile regression with an application to the unit commitment problem

    Lebotsa, M. E., Sigauke, C., Bere, A., Fildes, R. & Boylan, J. E., 15/07/2018, In: Applied Energy. 222, p. 104-118 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  27. Published

    Software Survey: Forecasting 2018

    Fildes, R. A., Schaer, O. & Svetunkov, I., 06/2018, In: ORMS-Today. 45, 3

    Research output: Contribution to journalJournal article

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