Centre for Marketing Analytics & Forecasting - Publications & Outputs - Research Portal

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2019
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/ISSN › Conference contribution/Paper › peer-review
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/Magazine › Journal article › peer-review
Published
Dynamic Decision Making under Supply Chain Competition
Li, X., 11/01/2019, Erasmus University.
Research output: Thesis › Doctoral Thesis
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/Magazine › Journal article › peer-review
Published
Perspectives on supply chain forecasting: Special Section: Supply Chain Forecasting
Boone, T., Boylan, J. E., Fildes, R., Ganeshan, R. & Sanders, N., 01/2019, In: International Journal of Forecasting. 35, 1, p. 121-127 7 p.
Research output: Contribution to Journal/Magazine › Editorial › peer-review
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/Magazine › Journal article › peer-review
Published
Modelling and inference for the travel times in vehicle routing problems
Wright, C., 2019, Lancaster University. 267 p.
Research output: Thesis › Doctoral Thesis
2018
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/Magazine › Journal article › peer-review
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/ISSN › Conference contribution/Paper › peer-review
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/ISSN › Conference contribution/Paper › peer-review
Published
Commentary on Retail Forecasting
Boylan, J. E., 1/10/2018, In: International Journal of Forecasting. 34, 4, p. 832-834 3 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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/ISSN › Conference contribution/Paper › peer-review
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
Published
Software Survey: Forecasting 2018
Fildes, R. A., Schaer, O. & Svetunkov, I., 06/2018, In: ORMS-Today. 45, 3
Research output: Contribution to Journal/Magazine › Journal article
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/Magazine › Journal article
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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
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/Magazine › Book/Film/Article review
Published
A context-aware approach for handling concept drift in classification
Barakat, L., 2018, Lancaster University. 214 p.
Research output: Thesis › Doctoral Thesis
Published
Agile transformations and Organizational Performance: the impact of maturity, employee satisfaction and transformation approach
van Els, V. V. & Li, X., 2018
Research output: Thesis › Master's Thesis
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/Magazine › Book/Film/Article review
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
2017
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 paper › peer-review
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
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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/Magazine › Book/Film/Article review › peer-review
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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/Proceedings › Book
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
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/Magazine › Journal article › peer-review
Published
Statistical models underlying functions of 'smooth' package for R
Svetunkov, I., 28/02/2017, Lancaster: Lancaster University Management School, p. 1-52, 52 p.
Research output: Working paper
Published
An ensemble of single multiplicative neuron models for probabilistic prediction
Yolcu, U., Jin, Y. & Egrioglu, E., 13/02/2017, 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. Institute of Electrical and Electronics Engineers Inc., 8 p. 7849975. (2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Minimum density hyperplanes in the feature space
Yates, K. & Pavlidis, N. G., 11/02/2017, Big Data (Big Data), 2016 IEEE International Conference on. IEEE, p. 3613-3618 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Simplifying fitness games for users with learning disabilities, Hawaii International Conference on Systems and Sciences (HICSS) 2017
Liu, L., Stacey, P., Tarafdar, M. & Kourentzes, N., 4/01/2017.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
Research into forecasting practice
Fildes, R. A., 1/01/2017, In: Foresight: The International Journal of Applied Forecasting. 44 Winter, p. 39-46 8 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Using a rolling training approach to improve judgmental extrapolations elicited from forecasters with technical knowledge
Petropoulos, F., Goodwin, P. & Fildes, R., 01/2017, In: International Journal of Forecasting. 33, 1, p. 314-324 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Exogenous Capacity Changes in Airline Revenue Management: Quantifying the Value of Information
Kadatz, D., Kliewer, N. & Cleophas, C., 2017, Operations Research Proceedings 2016: Selected Papers of the Annual International Conference of the German Operations Research Society (GOR), Helmut Schmidt University Hamburg, Germany, August 30 - September 2, 2016. Fink, A., Fügenschuh, A. & Geiger, M. J. (eds.). Cham: Springer, p. 429-434 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Integrated Planning of Order Capture and Delivery for Attended Deliveries in Metropolitan Areas
Köhler, C., Lang, M. A. K., Cleophas, C. & Ehmke, J. F., 2017, Operations Research Proceedings 2016: Selected Papers of the Annual International Conference of the German Operations Research Society (GOR), Helmut Schmidt University Hamburg, Germany, August 30 - September 2, 2016. Fink, A., Fügenschuh, A. & Geiger, M. J. (eds.). Cham: Springer, p. 435-440 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
2016
Published
The Time-Varying Dependency Patterns of NetFlow Statistics
Gibberd, A., Evangelou, M. & Nelson, J. D. B., 1/12/2016, 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW). IEEE, p. 288-294 7 p. (2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW)).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Examining the relationship between default risk and efficiency in Islamic and conventional banks
Saeed, M. & Izzeldin, M., 12/2016, In: Journal of Economic Behavior and Organization. 132, Supplement, p. 127-154 28 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
The impact of brand familiarity on online and offline media synergy
Pauwels, K., Demirci, C., Yildirim, G. & Srinivasan, S., 12/2016, In: International Journal of Research in Marketing. 33, 4, p. 739-753 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Another look at estimators for intermittent demand
Petropoulos, F., Kourentzes, N. & Nikolopoulos, K., 11/2016, In: International Journal of Production Economics. 181 , Part A, p. 154-161 8 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Episodes of exuberance in housing markets: in search of the smoking gun
Pavlidis, E., Yusupova, A., Paya, I., Peel, D., Martínez-García, E., Mack, A. & Grossman, V., 11/2016, In: Journal of Real Estate Finance and Economics. 53, 4, p. 419-449 31 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Forecasting with multivariate temporal aggregation: the case of promotional modelling
Kourentzes, N. & Petropoulos, F., 11/2016, In: International Journal of Production Economics. 181, Part A, p. 145-153 9 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
On the performance of overlapping and non-overlapping temporal demand aggregation approaches
Boylan, J. E. & Babai, M. Z., 11/2016, In: International Journal of Production Economics. 181, Part A, p. 136-144 9 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Reduction of the value of information sharing as demand becomes strongly auto-correlated
Babai, M. Z., Boylan, J. E., Syntetos, A. A. & Ali, M. M., 11/2016, In: International Journal of Production Economics. 181 , Part A, p. 130-135 6 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Empirical safety stock estimation based on Kernel and GARCH models
Trapero Arenas, J. R., Cardos, M. & Kourentzes, N., 19/10/2016.
Research output: Working paper
Published
A comparison of AdaBoost algorithms for time series forecast combination
Barrow, D. K. & Crone, S. F. W. M., 1/10/2016, In: International Journal of Forecasting. 32, 4, p. 1103-1119 17 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A note on effective code-share management in practice
Gerlach, M., Kliewer, N. & Cleophas, C., 1/10/2016, In: Journal of Air Transport Management. 57, p. 202-205 4 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Cross-validation aggregation for combining autoregressive neural network forecasts
Barrow, D. K. & Crone, S. F. W. M., 1/10/2016, In: International Journal of Forecasting. 32, 4, p. 1120-1137 18 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Use and misuse of information in supply chain forecasting of promotion events
Fildes, R. A., Goodwin, P. & Onkal, D., 10/2016, Lancaster: Department of Management Science, Lancaster University.
Research output: Working paper
Published
Introducing the locally stationary dual-tree complex wavelet model
Nelson, J. D. B. & Gibberd, A. J., 28/09/2016, 2016 IEEE International Conference on Image Processing (ICIP). IEEE, p. 3583-3587 5 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Minimum Density Hyperplanes
Pavlidis, N. G., Hofmeyr, D. & Tasoulis, S., 28/09/2016, In: Journal of Machine Learning Research. 17, 156, p. 1-33 33 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Divisive clustering of high dimensional data streams
Hofmeyr, D., Pavlidis, N. & Eckley, I., 09/2016, In: Statistics and Computing. 26, 5, p. 1101–1120 20 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Supply chain forecasting: theory, practice, their gap and the future
Syntetos, A., Babai, Z., Boylan, J. E., Kolassa, S. & Nikolopoulos, K., 1/07/2016, In: European Journal of Operational Research. 252, 1, p. 1-26 26 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Distributions of forecasting errors of forecast combinations: implications for inventory management
Barrow, D. K. & Kourentzes, N., 07/2016, In: International Journal of Production Economics. 177, p. 24-33 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Will the crisis “tear us apart”? evidence from the EU
Pappas, V., Ingham, H., Izzeldin, M. & Steele, G., 07/2016, In: International Review of Financial Analysis. 46, p. 346-360 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Commentary: two sides of the same coin
Petropoulos, F. & Kourentzes, N., 1/06/2016, In: Foresight: The International Journal of Applied Forecasting. 42, p. 37-39 3 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Regularised estimation of 2D-locally stationary wavelet processes
Gibberd, A. J. & Nelson, J. D. B., 1/06/2016, 2016 IEEE Statistical Signal Processing Workshop (SSP). IEEE, 5 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Assessing end-of-supply risk of spare parts using the proportional hazard model
Li, X., Dekker, R., Heij, C. & Hekimoglu, M., 30/04/2016, In: Decision Sciences. 47, 2, p. 373-394 22 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Energy and GHG emissions management of agricultural systems using multi objective particle swarm optimization algorithm: a case study
Barak, S., Yousefi, M., Maghsoudlou, H. & Jahangiri, S., 04/2016, In: Stochastic Environmental Research and Risk Assessment. 30, 4, p. 1167–1187 21 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Reproducibility
Boylan, J. E., 04/2016, In: IMA Journal of Management Mathematics. 27, 2, p. 107-108 2 p.
Research output: Contribution to Journal/Magazine › Editorial › peer-review
Published
The effect of data preprocessing on a retail price optimization system
Kunz, T. P., Crone, S. F. W. M. & Meissner, J., 04/2016, In: Decision Support Systems. 84, p. 16-27 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Do ‘big losses’ in judgmental adjustments to statistical forecasts affect experts’ behaviour?
Petropoulos, F., Fildes, R. A. & Goodwin, P., 16/03/2016, In: European Journal of Operational Research. 249, 3, p. 842-852 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A meta-analysis of price change fairness perceptions
Tarrahi, F., Eisend, M. & Dost, F., 03/2016, In: International Journal of Research in Marketing. 33, 1, p. 199-203 5 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Revisiting firm-created word of mouth: High-value versus low-value seed selection
Dost, F., Sievert, J. & Kassim, D., 03/2016, In: International Journal of Research in Marketing. 33, 1, p. 236-239 4 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Demand forecasting with high dimensional data: the case of SKU retail sales forecasting with intra- and inter-category promotional information
Ma, S., Fildes, R. A. & Huang, T., 16/02/2016, In: European Journal of Operational Research. 249, 1, p. 245-257 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Complex exponential smoothing
Svetunkov, I. & Kourentzes, N., 2/01/2016, Lancaster: Lancaster University Management School, p. 1-31, 31 p.
Research output: Working paper
Published
Complex exponential smoothing
Svetunkov, I., 2016, Lancaster University. 132 p.
Research output: Thesis › Doctoral Thesis
Published
Estimating Dynamic Graphical Models from Multivariate Time-Series Data: Recent Methods and Results
Gibberd, A. J. & Nelson, J. D. B., 2016, Advanced Analysis and Learning on Temporal Data: First ECML PKDD Workshop, AALTD 2015, Porto, Portugal, September 11, 2015, Revised Selected Papers. Douzal-Chouakria, A., Vilar, J. A. & Marteau, P.-F. (eds.). Cham: Springer International Publishing AG, p. 111-128 18 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
2015
Published
Wrapper ANFIS-ICA method to do stock market timing and feature selection on the basis of Japanese Candlestick
Barak, S., Dahooie, J. H. & Tichý, T., 15/12/2015, In: Expert Systems with Applications. 42, 23, p. 9221-9235 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Maximum Clusterability Divisive Clustering
Hofmeyr, D. & Pavlidis, N. G., 7/12/2015, Computational Intelligence, 2015 IEEE Symposium Series on . Cape Town: IEEE, p. 780-786 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Estimating multiresolution dependency graphs within the stationary wavelet framework
Gibberd, A. J. & Nelson, J. D. B., 1/12/2015, 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP). IEEE, p. 547-551 5 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Sparsity in the multivariate wavelet framework: A comparative study using epileptic electroencephalography data
Gibberd, A. J. & Nelson, J., 1/12/2015, 2nd IET International Conference on Intelligent Signal Processing 2015 (ISP). 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A clustering model based on an evolutionary algorithm for better energy use in crop production
Khoshnevisan, B., Bolandnazar, E., Barak, S., Shamshirband, S., Maghsoudlou, H., Altameem, T. A. & Gani, A., 12/2015, In: Stochastic Environmental Research and Risk Assessment. 29, 8, p. 1921–1935 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
The double benefits of consumer certainty: combining risk and range effects
Maier, E., Wilken, R. & Dost, F., 12/2015, In: Marketing Letters. 26, 4, p. 473-488 16 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Semi-supervised Spectral Connectivity Projection Pursuit
Hofmeyr, D. & Pavlidis, N. G., 25/11/2015, Pattern Recognition Association of South Africa and Robotics and Mechatronics International Conference (PRASA-RobMech), 2015 . IEEE, p. 201-206 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Historical impact of technological change on the US mass media advertising expenditure
Esteban-Bravo, M., Vidal-Sanz, J. M. & Yildirim, G., 11/2015, In: Technological Forecasting and Social Change. 100, p. 306-316 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Reassessing the scope of OR practice: The Influences of Problem Structuring Methods and the Analytics Movement
Ranyard, J. C., Fildes, R. A. & Hu, T.-I., 16/08/2015, In: European Journal of Operational Research. 245, 1, p. 1-13 13 p.
Research output: Contribution to Journal/Magazine › Journal article
Published
Is there a golden rule?
Fildes, R. & Petropoulos, F., 08/2015, In: Journal of Business Research. 68, 8, p. 1742-1745 4 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Relative performance of methods for forecasting special events
Nikolopoulos, K., Litsa, A., Petropoulos, F., Bougioukos, V. & Khammash, M., 08/2015, In: Journal of Business Research. 68, 8, p. 1785-1791 7 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Simple versus complex selection rules for forecasting many time series
Fildes, R. & Petropoulos, F., 08/2015, In: Journal of Business Research. 68, 5, p. 1692-1701 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Forecast combinations for intermittent demand
Petropoulos, F. & Kourentzes, N., 06/2015, In: Journal of the Operational Research Society. 66, 6, p. 914-924 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Revenue management and the railway conundrum – The consequences of reference prices in passenger railway transport practice
Kellermann, N. & Cleophas, C., 06/2015, In: Journal of Revenue and Pricing Management. 14, 3, p. 155-165 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review

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