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Centre for Marketing Analytics

  1. 2020
  2. 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

  3. 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 article

  4. 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 article

  5. Forthcoming

    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

  6. Forthcoming

    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. 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 article

  8. 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 article

  9. 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 article

  10. 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 article

  11. 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/Paper

  12. 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 article

  13. 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 article

  14. 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 article

  15. 2019
  16. 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 article

  17. 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 article

  18. 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 article

  19. 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 article

  20. 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 article

  21. 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 article

  22. Unpublished

    Business forecasting with online buzz

    Schaer, O., 11/10/2019, (Unpublished) Lancaster University. 138 p.

    Research output: ThesisDoctoral Thesis

  23. 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 article

  24. E-pub ahead of print

    Probabilistic forecasting, linearity and nonlinearity hypothesis tests with bootstrapped linear and nonlinear artificial neural network

    Yolcu, U., Egrioglu, E., Bas, E., Yolcu, O. C. & Dalar, A. Z., 8/04/2019, In : Journal of Experimental and Theoretical Artificial Intelligence. 22 p.

    Research output: Contribution to journalJournal article

  25. 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 article

  26. 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 article

  27. 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 article

  28. 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 article

  29. 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 article

  30. 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 article

  31. 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

  32. 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 article

  33. 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/Paper

  34. 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 article

  35. 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 article

  36. 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 article

  37. Published

    Modelling and inference for the travel times in vehicle routing problems

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

    Research output: ThesisDoctoral Thesis

  38. 2018
  39. 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/Paper

  40. 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 article

  41. 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 article

  42. 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 article

  43. 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 article

  44. 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

  45. Published

    OR in Spare Parts Management: A Review

    Hu, Q., Boylan, J. E., Chen, H. & Labib, A., 16/04/2018, In : European Journal of Operational Research. 266, 2, p. 395-414 20 p.

    Research output: Contribution to journalJournal article

  46. Published

    Benchmarking filter-based demand estimates for airline revenue management

    Bartke, P., Kliewer, N. & Cleophas, C., 03/2018, In : EURO Journal on Transportation and Logistics. 7, 1, p. 57-88 32 p.

    Research output: Contribution to journalJournal article

  47. Unpublished

    Demand forecasting with user-generated online information

    Schaer, O., Kourentzes, N. & Fildes, R. A., 26/02/2018, (Unpublished) Lancaster: Lancaster University Management School, p. 1-41, 41 p.

    Research output: Working paper

  48. Published

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

    Barrow, D. K. & Kourentzes, N., 1/02/2018, In : European Journal of Operational Research. 264, 3, p. 967-977 11 p.

    Research output: Contribution to journalJournal article

  49. Published

    Tactical sales forecasting using a very large set of macroeconomic indicators

    Sagaert, Y. R., Aghezzaf, E-H., Kourentzes, N. & Desmet, B., 16/01/2018, In : European Journal of Operational Research. 264, 2, p. 558-569 12 p.

    Research output: Contribution to journalJournal article

  50. Published

    The positive effect of contextual image backgrounds on fluency and liking

    Maier, E. & Dost, F., 1/01/2018, In : Journal of Retailing and Consumer Services. 40, p. 109-116 8 p.

    Research output: Contribution to journalJournal article

  51. Published

    Complex Exponential Smoothing for Seasonal Time Series

    Svetunkov, I. & Kourentzes, N., 01/2018, Lancaster: Department of Management Science, Lancaster University, p. 1-20, 20 p.

    Research output: Working paper

  52. Published

    Demand Forecasting for Managers, Kolassa Stephan, Siemsen Enno. Business Expert Press, LLC, New York (2016), ISBN: 978-1-60649-502-5

    Kourentzes, N., 01/2018, In : International Journal of Forecasting. 34, 1, p. 117-118 2 p.

    Research output: Contribution to journalBook/Film/Article review

  53. Published

    A context-aware approach for handling concept drift in classification

    Barakat, L., 2018, Lancaster University. 214 p.

    Research output: ThesisDoctoral Thesis

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