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

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2015
Published
The impact of practitioner business rules on the optimality of a static retail revenue management system
Kunz, T. P. & Crone, S. F. W. M., 06/2015, In: Journal of Revenue and Pricing Management. 14, 3, p. 198-210 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Context-Driven Data Weighting Approach for Handling Concept Drift in Classification
Barakat, L., 25/05/2015, Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015. Wroclaw: Springer, p. 383-393 11 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Short-term solar irradiation forecasting based on dynamic harmonic regression
Trapero, J. R., Kourentzes, N. & Martin, A., 1/05/2015, In: Energy. 84, p. 289-295 7 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Information use in supply chain forecasting
Fildes, R., Goodwin, P. & Onkal, D., 05/2015, Lancaster: Department of Management Science, Lancaster University, 35 p. (Lancaster University Department of Management Science Working Paper Series; vol. 2015, no. 2).
Research output: Working paper
Published
Which types of multi-stage marketing increase direct customers' willingness-to-pay? Evidence from a scenario-based experiment in a B2B setting
Geiger, I., Dost, F., Schönhoff, A. & Kleinaltenkamp, M., 05/2015, In: Industrial Marketing Management. 47, p. 175-189 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
FQSPM-SWOT for strategic alliance planning and partner selection: case study in a holding car manufacturer company
Akhavan, P., Barak, S., Maghsoudlou, H. & Antucheviciene, J., 4/03/2015, In: Technological and Economic Development of Economy. 21, 2, p. 165-185 21 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A non-linear causal network of marketing channel system structure
Dost, F., 03/2015, In: Journal of Retailing and Consumer Services. 23, p. 49-57 9 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Developing an approach to evaluate stocks by forecasting effective features with data mining methods
Barak, S. & Modarres, M., 15/02/2015, In: Expert Systems with Applications. 42, 3, p. 1325-1339 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A game-theoretic calibration approach for agent-based planning simulations
Buwaya, J. & Cleophas, C., 1/02/2015, In: IFAC-PapersOnLine. 48, 1, p. 844-849 6 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Genetic algorithms for calibrating airline revenue management simulations
Vock, S., Enz, S. & Cleophas, C., 23/01/2015, Proceedings - Winter Simulation Conference 2014. Institute of Electrical and Electronics Engineers Inc., p. 264-275 12 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Amplifying the learning effect via a forecasting and foresight support system
Spithourakis, G., Petropoulos, F., Nikolopoulos, K. & Assimakopoulos, V., 01/2015, In: International Journal of Forecasting. 31, 1, p. 20-32 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Forecasters and rationality: a comment on Fritsche et al., Forecasting the Brazilian Real and Mexican Peso: Asymmetric loss, forecast rationality and forecaster herding.
Fildes, R., 01/2015, In: International Journal of Forecasting. 31, 1, p. 140-143 4 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Reproducibility in forecasting research
Boylan, J., Goodwin, P., Mohammadipour, M. & Syntetos, A., 01/2015, In: International Journal of Forecasting. 31, 1, p. 79-90 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Changes in the global oil market
Bataa, E., Izzeldin, M. & Osborn, D., 2015, Lancaster: Lancaster University, Department of Economics, 34 p. (Economics Working Paper Series; vol. 2015, no. 4).
Research output: Working paper
Unpublished
Forecasting with Temporal Hierarchies
Athanasopoulos, G., Hyndman, R. J., Kourentzes, N. & Petropoulos, F., 2015, (Unpublished) Lancaster: Department of Management Science, Lancaster University, 26 p.
Research output: Working paper
Published
How to Improve Forecast Quality: A New Survey
Fildes, R. A. & Petropoulos, F., 2015, In: Foresight: The International Journal of Applied Forecasting. 36, p. 5-12 8 p.
Research output: Contribution to Journal/Magazine › Journal article
Published
Toward a more precise definition of forecastability
Boylan, J., 2015, In: Foresight: The International Journal of Applied Forecasting. p. 34-40 7 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2014
Published
On intermittent demand model optimisation and selection
Kourentzes, N., 10/2014, In: International Journal of Production Economics. 156, p. 180-190 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
The value of competitive information in forecasting FMCG retail product sales and the variable selection problem
Huang, T., Fildes, R. & Soopramanien, D., 1/09/2014, In: European Journal of Operational Research. 237, 2, p. 738-748 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
On the Edge of Buying: A Targeting Approach for Indecisive Buyers Based on Willingness-to-Pay Ranges
Dost, F., Wilken, R., Eisenbeiss, M. & Skiera, B., 09/2014, In: Journal of Retailing. 90, 3, p. 393-407 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
'Horses for courses' in demand forecasting
Petropoulos, F., Makridakis, S., Assimakopoulos, V. & Nikolopoulos, K., 16/08/2014, In: European Journal of Operational Research. 237, 1, p. 152-163 12 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., Fildes, R. & Hu, J., 1/08/2014, Lancaster: Department of Management Science, Lancaster University, p. 1-40, 40 p. (Working Paper).
Research output: Working paper
Published
A comparison of performance of Islamic and conventional banks 2004 to 2009
Johnes, J., Izzeldin, M. & Pappas, V., 07/2014, In: Journal of Economic Behavior and Organization. 103, Supplement, p. S93-S107 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Neural network ensemble operators for time series forecasting
Kourentzes, N., Barrow, D. & Crone, S., 07/2014, In: Expert Systems with Applications. 41, 9, p. 4235-4244 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
When Are Deliveries Profitable? Considering Order Value and Transport Capacity in Demand Fulfillment for Last-Mile Deliveries in Metropolitan Areas
Cleophas, C. & Ehmke, J. F., 1/06/2014, In: Business and Information Systems Engineering. 6, 3, p. 153-163 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
How consumer mindset response and long-term marketing effectiveness differ in emerging versus mature markets
Erguncu, S. & Yildirim, G., 06/2014, Brand management in emerging markets: theories and practices. Wang, C. L. & He, J. (eds.). Hershey, Pa.: IGI Global
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review
Published
Improving forecasting by estimating time series structural components across multiple frequencies
Kourentzes, N., Petropoulos, F. & Trapero, J. R., 04/2014, In: International Journal of Forecasting. 30, 2, p. 291-302 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Formation of seasonal groups and application of seasonal indices
Boylan, J., Chen, H., Mohammadipour, M. & Syntetos, A., 1/02/2014, In: Journal of the Operational Research Society. 65, 2, p. 227-241 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Water leakage forecasting: the application of a modified fuzzy evolving algorithm
Birek, L., Petrovic, D. & Boylan, J., 1/01/2014, In: Applied Soft Computing. 14, Part B, p. 305-315 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A systemic view of the ADIDA framework
Spithourakis, G., Petropoulos, F., Nikolopoulos, K. & Assimakopoulos, V., 2014, In: IMA Journal of Management Mathematics. 25, 2, p. 125-137 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Bankruptcy probabilities inferred from option prices
Taylor, S. J., Tzeng, C.-F. & Widdicks, M., 2014, In: Journal of Derivatives. 22, 2, p. 8-31 24 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Consumer attitude metrics for guiding marketing mix decisions
Hanssens, D. M., Pauwels, K. H., Srinivasan, S., Vanhuele, M. & Yildirim, G., 2014, In: Marketing Science. 33, 4, p. 534-550 17 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. & Huang, T., 2014, Lancaster: Department of Management Science, Lancaster University, 34 p. (Department of Management Science Working Papers; vol. 2014, no. 9).
Research output: Working paper
Published
High dimensional changepoint detection with a dynamic graphical lasso
Gibberd, A. J. & Nelson, J. D. B., 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 2684-2688 5 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Impact of demand nature on the bullwhip effect: bridging the gap between theoretical and empirical research
Trapero, J. R., Garcia, F. P. & Kourentzes, N., 2014, Proceedings of the Seventh International Conference on Management Science and Engineering Management.. Xu, J., Fry, J. A., Lev, B. & Hajiyev, A. (eds.). Berlin: Springer Verlag, p. 1127-1137 11 p. (Lecture Notes in Electrical Engineering; vol. 242).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed)
Published
Improving forecasting via multiple temporal aggregation
Petropoulos, F. & Kourentzes, N., 2014, In: Foresight: The International Journal of Applied Forecasting. 2014, 34, p. 12-17 6 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
On the identification of sales forecasting models in the presence of promotions
Trapero, J. R., Kourentzes, N. & Fildes, R., 2014, In: Journal of the Operational Research Society. 66, p. 299-307 9 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
On the value of sharing demand information in supply chains (OR56 Annual Conference – Keynote Papers)
Ali, M. M. & Boylan, J., 2014, p. 44-56. 13 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
Valuing customer portfolios with endogenous mass-and-direct-marketing interventions using a Stochastic Dynamic Programming Decomposition
Esteban-Bravo, M., Vidal-Sanz, J. M. & Yildirim, G., 2014, In: Marketing Science. 33, 5, p. 621-640 20 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2013
Published
Investigating the information content of the model-free volatility expectation by Monte Carlo methods
Zhang, Y., Taylor, S. J. & Wang, L., 11/2013, In: Journal of Futures Markets. 33, 11, p. 1071-1095 25 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An example of an optimal forecast exhibiting decreasing bias with increasing forecast horizon
Aretz, K. & Peel, D., 10/2013, In: Bulletin of Economic Research. 65, 4, p. 362-371 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
The effect of recovery algorithms on compressive sensing background subtraction
Davies, R., Mihaylova, L., Pavlidis, N. & Eckley, I., 10/2013, Sensor Data Fusion: Trends, Solutions, Applications (SDF), 2013 Workshop on. IEEE, p. 1-6 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Fuzzy turnover rate chance constraints portfolio model
Barak, S., 1/07/2013, In: European Journal of Operational Research. 228, 1, p. 141-147
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Measuring forecasting accuracy: the case of judgmental adjustments to SKU-level demand forecasts
Davydenko, A. & Fildes, R., 07/2013, In: International Journal of Forecasting. 29, 3, p. 510-522 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Forecasting and inventory performance in a two-stage supply chain with ARIMA(0,1,1) demand: theory and empirical analysis
Babai, M. Z., Ali, M. M., Boylan, J. & Syntetos, A. A., 1/06/2013, In: International Journal of Production Economics. 143, 2, p. 463-471 9 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Airline codeshare alliances: Marketing boon and revenue management information systems challenge
Gerlach, M., Cleophas, C. & Kliewer, N., 06/2013, In: Business and Information Systems Engineering. 5, 3, p. 153-163 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Heterogeneous agents and the implications of the Markowitz model of utility for multi-prize lottery tickets
Peel, D., 06/2013, In: Economics Letters. 119, 3, p. 264-267 4 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Intermittent demand forecasts with neural networks
Kourentzes, N., 05/2013, In: International Journal of Production Economics. 143, 1, p. 198-206 9 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An evaluation of simple forecasting model selection rules
Fildes, R. & Petropoulos, F., 04/2013, Lancaster: The Department of Management Science, p. 1-32, 32 p.
Research output: Working paper
Published
Analysis of judgmental adjustments in the presence of promotions
Trapero Arenas, J., Pedregal, D. J., Fildes, R. & Kourentzes, N., 04/2013, In: International Journal of Forecasting. 29, 2, p. 234-243 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Generalised estimators for seasonal forecasting by combining grouping with shrinkage approaches
Zhang, K., Chen, H., Boylan, J. & Scarf, P., 1/03/2013, In: Journal of Forecasting. 32, 2, p. 137-150 14 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
The value of competitive information in forecasting FMCG retail product sales and the variable selection problem: Working paper 2013:1
Huang, T., Fildes, R. & Soopramanien, D., 03/2013, Lancaster, UK: Department of Management Science, Lancaster University, 32 p. (Department of Management Science, Lancaster University).
Research output: Working paper
Published
Complexity in airline revenue management
Bartke, P., Cleophas, C. & Zimmermann, B., 01/2013, In: Journal of Revenue and Pricing Management. 12, 1, p. 36-45 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Empirical heuristics for improving intermittent demand forecasting
Petropoulos, F., Nikolopoulos, K., Spithourakis, G. & Assimakopoulos, V., 2013, In: Industrial Management and Data Systems. 113, 5, p. 683-696 14 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Optimizing Theta model for monthly data
Petropoulos, F. & Nikolopoulos, K., 2013. 6 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper
Published
Principles of Business Forecasting
Ord, J. K. & Fildes, R., 2013, Mason, Ohio: South-Western Cengage Learning. 528 p.
Research output: Book/Report/Proceedings › Book
Published
Winning hearts, minds and sales: how marketing communication enters the purchase process in emerging and mature markets
Pauwels, K., Erguncu, S. & Yildirim, G., 2013, In: International Journal of Research in Marketing. 30, 1, p. 57-68 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2012
Published
Designing Serious Games for Revenue Management Training and Strategy Development
Cleophas, C., 9/12/2012, WSC '12 Proceedings of the Winter Simulation Conference. Berlin, Germany: Association for Computing Machinery (ACM), p. 140:1–140:12 12 p. 140. (Proceedings of the Winter Simulation Conference).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Forecast horizon aggregation in integer autoregressive moving average (INARMA) models
Mohammadipour, M. & Boylan, J., 1/12/2012, In: Omega: The International Journal of Management Science. 40, 6, p. 703-712 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Adaptive consumer credit classification
Pavlidis, N., Tasoulis, D., Adams, N. M. & Hand, D. J., 12/2012, In: Journal of the Operational Research Society. 63, 12, p. 1645-1654 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Are analysts' loss functions asymmetric?
Peel, D., Pope, P. F. & Clatworthy, M., 12/2012, In: Journal of Forecasting. 31, 8, p. 736-756 21 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Impact of Information Exchange on Supplier Forecasting Performance
Trapero Arenas, J., Kourentzes, N. & Fildes, R., 12/2012, In: Omega: The International Journal of Management Science. 40, 6, p. 738-747 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Supply Chain Forecasting: Best Practices & Benchmarking Study
Weller, M. & Crone, S. F., 1/11/2012, Lancaster: Lancaster Centre for Forecasting. 43 p.
Research output: Book/Report/Proceedings › Other report
Published
Forecast errors and inventory performance under forecast information sharing
Ali, M. M., Boylan, J. & Syntetos, A. A., 1/10/2012, In: International Journal of Forecasting. 28, 4, p. 830-841
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A joint Bayesian forecasting model of judgment and observed data: Working paper 2012: 4
Davydenko, A. & Fildes, R., 10/2012, Lancaster: Department of Management Science, Lancaster University.
Research output: Working paper
Published
How difficult is it to forecast worlds’ most successful products? The case of Apple iPhone
Petropoulos, F., Nikolopoulos, K., Litsa, A., Polychronakis, Y. & Assimakopoulos, V., 09/2012, OR 54: Edinburgh 2012: keynote papers: 4-6 September 2012, the University of Edinburgh.. Andreeva, G. (ed.). Operational Research Society, p. 3-17 15 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
On the potential for observational equivalence in experiments on risky choice when a power utility function is assumed
Peel, D. & Zhang, J., 07/2012, In: Economics Letters. 116, 1, p. 8-10 3 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Tracking Particle Swarm Optimizers: An adaptive approach through multinomial distribution tracking with exponential forgetting
Epitropakis, M., Tasoulis, D. K., Pavlidis, N., Plagianakos, V. P. & Vrahatis, M. N., 10/06/2012, 2012 IEEE Congress on Evolutionary Computation (CEC2012) . IEEE, 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Measuring willingness to pay as a range, revisited: When should we care?
Dost, F. & Wilken, R., 06/2012, In: International Journal of Research in Marketing. 29, 2, p. 148-166 19 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Unpublished
Παράγοντες που επηρεάζουν την Ακρίβεια Πρόβλεψης Χρονοσειρών: Προσομοίωση & Ανάλυση [Factors Affecting Time Series Forecasting Accuracy: Simulation & Analysis]
Petropoulos, F., 9/04/2012, (Unpublished) 256 p.
Research output: Thesis › Doctoral Thesis
Published
Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification
Anagnostopoulos, C., Tasoulis, D. K., Adams, N. M., Pavlidis, N. & Hand, D. J., 04/2012, In: Statistical Analysis and Data Mining. 5, 2, p. 139-166
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Multi-agent modelling for revenue management
Cleophas, C., 03/2012, In: Journal of Revenue and Pricing Management. 11, 2, p. 240-242 3 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
On the effect of non-optimal forecasting methods on supply chain downstream demand
Ali, M. M. & Boylan, J., 1/01/2012, In: IMA Journal of Management Mathematics. 23, 1, p. 81-98 17 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Instance sampling in credit scoring: An empirical study of sample size and balancing
Crone, S. F. & Finlay, S., 01/2012, In: International Journal of Forecasting. 28, 1, p. 224-238 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A genetic algorithm based grey goal programming (G 3) approach for parts supplier evaluation and selection
Barak, S., 2012, In: International Journal of Production Research. 50, 16, p. 4612-4630
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A neural network approach for the Theta model
Constantinidou, C., Nikolopoulos, K., Bougioukos, N., Tsiafa, E., Petropoulos, F. & Assimakopoulos, V., 2012, In: Lecture Notes in Information Technology. 25, p. 116-120 5 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A web forecasting system supporting policy implementation: the case of 'digital planning' in Greece
Nikolopoulos, K., Litsa, A., Petropoulos, F., Metaxiotis, K. & Assimakopoulos, V., 2012, In: International Journal of Business Information Systems. 11, 4, p. 397-409 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Behavioural Modelling of Career Progression in the European Commission
Onggo, S., Soopramanien, D., Pidd, M. & Worthington, D., 2012, In: European Journal of Operational Research. 222, 3, p. 632–641 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Dynamic Estimation of Trade Costs from Real Exchange Rates
Pavlidis, E. & Pavlidis, N., 2012, Lancaster: The Department of Economics, (Economics Working Paper Series).
Research output: Working paper
Published
How to boost for time series? An empirical evaluation of forecasting accuracy for meta-parameter choices in boosting
Barrow, D. & Crone, S., 2012.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper
Published
The application of product-group seasonal indexes to individual products
Mohammadipour, M., Boylan, J. & Syntetos, A., 2012, In: Foresight: The International Journal of Applied Forecasting. 26, p. 20-26 7 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
The Theta model: an essential forecasting tool for supply chain planning
Nikolopoulos, K., Assimakopoulos, V., Bougioukos, N., Litsa, A. & Petropoulos, F., 2012, Advances in automation and robotics, Vol. 2: Selected Papers from the 2011 International Conference on Automation and Robotics (ICAR 2011), Dubai, December 1–2, 2011. Lee, G. (ed.). Berlin: Springer Verlag, Vol. 2. p. 431-437 7 p. (Lecture Notes in Electrical Engineering; vol. 123).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed)
Published
Tracking differential evolution algorithms: an adaptive approach through multinomial distribution tracking with exponential forgetting
Epitropakis, M., Tasoulis, D., Pavlidis, N., Plagianakos, V. P. & Vrahatis, M. N., 2012, Artificial Intelligence: Theories and Applications: 7th Hellenic Conference on AI, SETN 2012, Lamia, Greece, May 28-31, 2012. Proceedings. Maglogianis, I., Plagianakos, V. & Vlahavas, I. (eds.). Berlin: Springer Verlag, p. 214-222 9 p. (Lecture Notes in Computer Science; vol. 7297).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
2011
Published
The Impact of ECB and FED announcements on the Euro interest rates
Monticini, A., Peel, D. & Vaciago, G., 11/2011, In: Economics Letters. 113, 2, p. 139-142 4 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Validation and forecasting accuracy in models of climate change
Fildes, R. & Kourentzes, N., 10/2011, In: International Journal of Forecasting. 27, 4, p. 968-995 28 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Validation and forecasting accuracy in models of climate change: Postscript
Fildes, R. & Kourentzes, N., 10/2011, In: International Journal of Forecasting. 27, 4, p. 1004-1005 2 p.
Research output: Contribution to Journal/Magazine › Editorial › peer-review
Published
On the interaction between forecasting and stock control: the case of non-stationary demand
Strijbosch, L. W. G., Syntetos, A. A., Boylan, J. & Janssen, E., 1/09/2011, In: International Journal of Production Economics. 133, 1, p. 470-480 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Advances in forecasting with neural networks? Empirical evidence from the NN3 competition on time series prediction
Crone, S. F., Hibon, M. & Nikolopoulos, K., 07/2011, In: International Journal of Forecasting. 27, 3, p. 635-660 26 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Evaluating the forecasting performance of econometric models of air passenger traffic flows using multiple error measures
Fildes, R., Wei, Y. & Ismael, S., 07/2011, In: International Journal of Forecasting. 27, 3, p. 902-922 21 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Judgement and supply chain dynamics
Syntetos, A. A., Georgantzas, N. C., Boylan, J. & Dangerfield, B. C., 1/06/2011, In: Journal of the Operational Research Society. 62, 6, p. 1138-1158 21 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Decision trees for forecasting trended demand: estimation and statistical properties
Syntetos, A. A. & Boylan, J., 24/03/2011, Service parts management. Altay, N. & Litteral, L. A. (eds.). London: Springer London, p. 53-87 14 p. Chapter 3
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Intermittent demand: estimation and statistical properties
Syntetos, A. A. & Boylan, J., 24/03/2011, Service parts management. Altay, N. & Litteral, L. A. (eds.). London: Springer London, p. 1-30 31 p. Chapter 1
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Feasibility principles for Downstream Demand Inference in supply chains
Ali, M. M. & Boylan, J., 1/03/2011, In: Journal of the Operational Research Society. 62, 3, p. 474-482 9 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Systematic sampling of nonlinear models: evidence on speed of adjustment in index futures markets
Paya, I. & Peel, D., 02/2011, In: Journal of Futures Markets. 31, 2, p. 192-203 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Lambda-perceptron: an adaptive classifier for data-streams
Pavlidis, N., Tasoulis, D., Adams, N. M. & Hand, D. J., 01/2011, In: Pattern Recognition. 44, 1, p. 78-96 19 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Ten myths of revenue management – A practitioner's view
Cleophas, C. & Frank, M., 01/2011, In: Journal of Revenue and Pricing Management. 10, 1, p. 26-31 6 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A “Softer” approach to the measurement of forecast accuracy
Boylan, J., 2011, In: Foresight: The International Journal of Applied Forecasting. 23, p. 16-20 5 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An aggregate–disaggregate intermittent demand approach (ADIDA) to forecasting: an empirical proposition and analysis
Nikolopoulos, K., Syntetos, A., Boylan, J., Petropoulos, F. & Assimakopoulos, V., 2011, In: Journal of the Operational Research Society. 62, 3, p. 544-554 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Classification for forecasting and inventory
Syntetos, A., Boylan, J. & Teunter, R., 2011, In: Foresight: The International Journal of Applied Forecasting. 20, p. 12-17 6 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Dynamic Model Selection and Combination in Forecasting: an Empirical Evaluation of Bagging and Boosting
Barrow, D. & Crone, S., 2011.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

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