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Centre for Marketing Analytics

  1. 2022
  2. Forthcoming

    The practicality of Malaysia dengue outbreak forecasting model as an early warning system

    Ismail, S., Fildes, R., Ahmad, R., Wan Mohamad Ali, W. N. & Omar, T., 30/07/2022, (Accepted/In press) In: Infectious Disease Modelling.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Published

    Newsvendor problems: An integrated method for estimation and optimisation

    Liu, C., Letchford, A. & Svetunkov, I., 16/07/2022, In: European Journal of Operational Research. 300, 2, p. 590-601 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    Weighted Sparse Simplex Representation: A Unified Framework for Subspace Clustering, Constrained Clustering, and Active Learning

    Peng, H. & Pavlidis, N., 31/05/2022, In: Data Mining and Knowledge Discovery. 36, 3, p. 958–986 29 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. E-pub ahead of print

    A New Taxonomy for Vector Exponential Smoothing and Its Application to Seasonal Time Series

    Svetunkov, I., Chen, H. & Boylan, J. E., 4/05/2022, (E-pub ahead of print) In: European Journal of Operational Research. 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

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

    Eğrioğlu, E. & Fildes, R., 30/04/2022, In: Computational Economics. 59, 4, p. 1355-1383 29 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    Business Transformation in an Age of Turbulence-Lessons Learned from COVID-19

    Li, X., Voorneveld, M. & de Koster, R., 31/03/2022, In: Technological Forecasting and Social Change. 176, 12 p., 121452.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    Indolence is fatal: Research Opportunities in Designing Digital Shadows and Twins for Decision Support

    Marquardt, T., Cleophas, C. & Morgan, L., 28/02/2022, WSC '21: Proceedings of the Winter Simulation Conference. IEEE, 11 p. 239. (Proceedings of the Winter Simulation Conference).

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

  9. 2021
  10. E-pub ahead of print

    Post-script - Retail forecasting: Research and Practice

    Fildes, R., Kolassa, S. & Ma, S., 17/11/2021, (E-pub ahead of print) In: International Journal of Forecasting.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. E-pub ahead of print

    Wavelet Spectra for Multivariate Point Processes

    Cohen, E. & Gibberd, A., 2/11/2021, (E-pub ahead of print) In: Biometrika.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. Published

    Apenas uma postagem? Previsões de vendas diárias de empresas varejistas de beleza e cosmético a partir da influência de mídias sociais

    Pessanha, G. R. G. & Soares, E. A., 31/10/2021, In: Revista Brasileira de Marketing. 20, 4, 55 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. Published

    Cloud & fog computing: intelligent applications

    Chen, M-Y., Lughofer, E. D. & Egrioglu, E., 31/10/2021, In: Enterprise Information Systems. 15, 9, p. 1197-1199 3 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Published

    Stochastic coherency in forecast reconciliation

    Pritularga, K., Svetunkov, I. & Kourentzes, N., 31/10/2021, In: International Journal of Production Economics. 240, 14 p., 108221.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. E-pub ahead of print

    Using forecasting to evaluate the impact of COVID-19 on passenger air transport demand

    Li, X., de Groot, M. & Bäck, T., 17/10/2021, (E-pub ahead of print) In: Decision Sciences.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    Lifecycle Forecast for Consumer Technology Products with Limited Sales Data

    Li, X., Yin, Y., Manrique, D. V. & Bäck, T., 30/09/2021, In: International Journal of Production Economics. 239, 10 p., 108206.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    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 Journal/MagazineJournal articlepeer-review

  18. Published

    When to Allocate Capacity for Upward Line Extensions Under Competition and Consumer Taste Uncertainty?

    Li, X., Zuidwijk, R., de Koster, MBM. & Sethi, S., 28/08/2021, SSRN Working Paper.

    Research output: Working paper

  19. Published

    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., 30/06/2021, In: Journal of Experimental and Theoretical Artificial Intelligence. 33, 3, p. 383-404 22 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    Detecting outlying demand in multi-leg bookings for transportation networks

    Rennie, N., Cleophas, C., Sykulski, A. M. & Dost, F., 9/04/2021, In: arXiv.org.

    Research output: Contribution to Journal/MagazineJournal article

  21. 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 Journal/MagazineJournal articlepeer-review

  22. 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 Journal/MagazineJournal articlepeer-review

  23. 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 Journal/MagazineJournal articlepeer-review

  24. Published

    Detecting demand outliers in transport systems

    Rennie, N., 2021, Lancaster University. 272 p.

    Research output: ThesisDoctoral Thesis

  25. 2020
  26. Published

    Metric learning for simulation analytics

    Laidler, G., Morgan, L., Nelson, B. & Pavlidis, N., 18/12/2020, Proceedings of the 2020 Winter Simulation Conference. IEEE, p. 349-360 12 p.

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

  27. 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 Journal/MagazineJournal articlepeer-review

  28. Published

    Survey: What’s new in forecasting software?

    Fildes, R., Schaer, O., Svetunkov, I. & Yusupova, A., 4/08/2020, In: Operations Research Management Science Today. 47, 4

    Research output: Contribution to Journal/MagazineJournal article

  29. 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

  30. 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 Journal/MagazineJournal articlepeer-review

  31. 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 Journal/MagazineJournal articlepeer-review

  32. Published

    Interpretable brain age prediction using linear latent variable models of functional connectivity

    Monti, R. P., Gibberd, A., Roy, S., Nunes, M., Lorenz, R., Leech, R., Ogawa, T., Kawanabe, M. & Hyvärinen, A., 10/06/2020, In: PLoS ONE. 15, 6, 25 p., e0232296.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  33. 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 Journal/MagazineJournal articlepeer-review

  34. 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 Journal/MagazineJournal articlepeer-review

  35. E-pub ahead of print

    Consistent multiple changepoint estimation with fused Gaussian graphical models

    Gibberd, A. & Roy, S., 17/03/2020, (E-pub ahead of print) In: Annals of the Institute of Statistical Mathematics. 27 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  36. 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 Journal/MagazineJournal articlepeer-review

  37. 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 Journal/MagazineJournal articlepeer-review

  38. 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 Journal/MagazineJournal articlepeer-review

  39. 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

  40. 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 Journal/MagazineJournal articlepeer-review

  41. 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 Journal/MagazineJournal articlepeer-review

  42. 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 Journal/MagazineJournal articlepeer-review

  43. 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

  44. 2019
  45. 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 Journal/MagazineJournal articlepeer-review

  46. 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 Journal/MagazineJournal articlepeer-review

  47. 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 Journal/MagazineJournal articlepeer-review

  48. 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 Journal/MagazineJournal articlepeer-review

  49. 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 Journal/MagazineJournal articlepeer-review

  50. 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, (E-pub ahead of print) In: Soft Computing. 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. Unpublished

    Business forecasting with online buzz

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

    Research output: ThesisDoctoral Thesis

  52. 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 Journal/MagazineJournal articlepeer-review

  53. 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 Journal/MagazineJournal articlepeer-review

  54. 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 Journal/MagazineJournal articlepeer-review

  55. 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 Journal/MagazineJournal articlepeer-review

  56. 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 Journal/MagazineJournal articlepeer-review

  57. 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 Journal/MagazineJournal articlepeer-review

  58. 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 Journal/MagazineJournal articlepeer-review

  59. 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

  60. 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 Journal/MagazineJournal articlepeer-review

  61. 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

  62. 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 Journal/MagazineJournal articlepeer-review

  63. Published

    Dynamic Decision Making under Supply Chain Competition

    Li, X., 11/01/2019, Erasmus University.

    Research output: ThesisDoctoral Thesis

  64. 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 Journal/MagazineJournal articlepeer-review

  65. 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 Journal/MagazineJournal articlepeer-review

  66. Published

    Modelling and inference for the travel times in vehicle routing problems

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

    Research output: ThesisDoctoral Thesis

  67. 2018
  68. Published

    The locally stationary dual-tree complex wavelet model

    Nelson, J., Gibberd, A., Nafornita, C. & Kingsbury, N., 11/2018, In: Statistics and Computing. 28, 6, p. 1139-1154 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  69. Published

    Temporally Smoothed Wavelet Coherence for Multivariate Point-Processes and Neuron-Firing

    Gibberd, A. & Cohen, E., 28/10/2018, 2018 52nd Asilomar Conference on Signals, Systems, and Computers. IEEE, p. 1220-1224 5 p.

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

  70. 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

  71. 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 Journal/MagazineJournal articlepeer-review

  72. Published

    Characterising Dependency in Computer Networks using Spectral Coherence

    Gibberd, A., Noble, J. & Cohen, E., 19/09/2018, Proceedings of the International Conference on Time Series and Forecasting. ITISE, p. 1147-1157 11 p.

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

  73. 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 Journal/MagazineJournal articlepeer-review

  74. 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 Journal/MagazineJournal articlepeer-review

  75. 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 Journal/MagazineJournal articlepeer-review

  76. Published

    Software Survey: Forecasting 2018

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

    Research output: Contribution to Journal/MagazineJournal article

  77. Published

    Hedging parameter selection for basis pursuit

    Chretien, S., Gibberd, A. & Roy, S., 4/05/2018, In: arXiv. 12 p.

    Research output: Contribution to Journal/MagazineJournal article

  78. 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 Journal/MagazineJournal articlepeer-review

  79. 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 Journal/MagazineJournal articlepeer-review

  80. 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

  81. 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 Journal/MagazineJournal articlepeer-review

  82. 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 Journal/MagazineJournal articlepeer-review

  83. 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 Journal/MagazineJournal articlepeer-review

  84. 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

  85. 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 Journal/MagazineBook/Film/Article review

  86. Published

    A context-aware approach for handling concept drift in classification

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

    Research output: ThesisDoctoral Thesis

  87. Published
  88. Published

    Forewarned: A Sceptic’s Guide to Prediction

    Schaer, O. & Spavound, S., 2018, In: Foresight: The International Journal of Applied Forecasting. 48, p. 17-18 2 p.

    Research output: Contribution to Journal/MagazineBook/Film/Article review

  89. Published

    Old dog, new tricks: a modelling view of simple moving averages

    Svetunkov, I. & Petropoulos, F., 2018, In: International Journal of Production Research. 56, 18, p. 6034-6047 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  90. Published

    Temporal big data for tire industry tactical sales forecasting

    Sagaert, Y. R., Aghezzaf, E-H., Kourentzes, N. & Desmet, B., 2018, In: Interfaces. 48, 2, p. 121-129 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  91. 2017
  92. Published

    Excavating the Treasure of IoT Data: An Architecture to Empower Rapid Data Analytics for Predictive Maintenance of Connected Vehicles

    Cleophas, C., 10/12/2017.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  93. Published

    Multiplicative State-Space Models for Intermittent Time Series

    Svetunkov, I. & Boylan, J. E., 7/11/2017, Lancaster: Lancaster University Management School, 43 p.

    Research output: Working paper

  94. Published

    Forecasting energy consumption using ensemble ARIMA–ANFIS hybrid algorithm

    Barak, S. & Sadegh, S. S., 1/11/2017, In: International Journal of Electrical Power and Energy Systems. 82, p. 92-104 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  95. Published

    Forecasting with temporal hierarchies

    Athanasopoulos, G., Hyndman, R. J., Kourentzes, N. & Petropoulos, F., 1/10/2017, In: European Journal of Operational Research. 262, 1, p. 60-74 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  96. Published

    Resilient revenue management: A literature survey of recent theoretical advances

    Cleophas, C., Kadatz, D. & Vock, S., 1/10/2017, In: Journal of Revenue and Pricing Management. 16, 5, p. 483-498 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  97. Published

    Business Forecasting: Practical Problems and Solutions, Michael Gilland, Len Tashman, Udo Sglavo (Eds.). John Wiley & Sons (2016), ISBN: 978-1-119-22456-3

    Sagaert, Y. R. & Schaer, O., 10/2017, In: International Journal of Forecasting. 33, 4, p. 1144-1145 2 p.

    Research output: Contribution to Journal/MagazineBook/Film/Article reviewpeer-review

  98. Published

    Demand forecasting by temporal aggregation: using optimal or multiple aggregation levels?

    Kourentzes, N., Rostami-Tabar, B. & Barrow, D., 09/2017, In: Journal of Business Research. 78, p. 1-9 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  99. Published

    Proximity Begins with a Smile, But Which One? Associating Non-duchenne Smiles with Higher Psychological Distance

    Bogodistov, Y. & Dost, F., 10/08/2017, In: Frontiers in Psychology. 13, 9 p., 1374.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  100. Published

    Supply chain forecasting when information is not shared

    Ali, M. M., Babai, M. Z., Boylan, J. E. & Syntetos, A. A., 1/08/2017, In: European Journal of Operational Research. 260, 3, p. 984-994 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  101. Published

    A retail store SKU promotions optimization model for category multi-period profit maximization

    Ma, S. & Fildes, R., 16/07/2017, In: European Journal of Operational Research. 260, 2, p. 680-692 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  102. Published

    Fusion of multiple diverse predictors in stock market

    Barak, S., Arjmand, A. & Ortobelli, S., 1/07/2017, In: Information Fusion. 36, p. 90-102 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  103. Published

    Principles of Business Forecasting

    Ord, K., Fildes, R. A. & Kourentzes, N., 1/07/2017, 2nd ed. New York: Wessex Press Publishing Co.

    Research output: Book/Report/ProceedingsBook

  104. Published

    Value-based pricing in competitive situations with the help of multi-product price response maps

    Dost, F. & Geiger, I., 07/2017, In: Journal of Business Research. 76, p. 219-236 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  105. Published

    Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso

    Gibberd, A. & Nelson, J. D. B., 19/06/2017, In: Journal of Computational and Graphical Statistics. 26, 3, p. 623-634 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  106. Published

    First-time buyers' subjective knowledge and the attribute preferences of Chinese car buyers

    Qian, L., Soopramanien, D. & Daryanto, A., 05/2017, In: Journal of Retailing and Consumer Services. 36, p. 189-196 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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