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2009
Published
The effects of integrating management judgement into intermittent demand forecasts
Syntetos, A. A., Nikolopoulos, K., Boylan, J., Fildes, R. & Goodwin, P., 2009, In: International Journal of Production Economics. 118, 1, p. 72-81 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2008
Published
A new architecture selection strategy in solving seasonal autoregressive time series by artificial neural networks
Aladag, C. H., Egrioglu, E. & Gunay, S., 1/12/2008, In: Hacettepe Journal of Mathematics and Statistics. 37, 2, p. 185-200 16 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Forecasting and Operational Research: A Review
Fildes, R. A., Nikolopoulos, K., Crone, S. & Syntetos, A., 09/2008, In: Journal of the Operational Research Society. 59, 9, p. 1150-1172 23 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Empirical evidence on individual, group and shrinkage seasonal indices
Chen, H. & Boylan, J., 1/07/2008, In: International Journal of Forecasting. 24, 3, p. 525-534 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Classification for forecasting and stock control: a case study
Boylan, J., Syntetos, A. A. & Karakostas, G. C., 1/04/2008, In: Journal of the Operational Research Society. 59, 4, p. 473-481 9 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A new model selection strategy in artificial neural networks
Eǧrioǧlu, E., Aladaǧ, Ç. H. & Günay, S., 1/02/2008, In: Applied Mathematics and Computation. 195, 2, p. 591-597 7 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Computational intelligence algorithms for risk-adjusted trading strategies.
Pavlidis, N., Pavlidis, E., Epitropakis, M., Plagianakos, V. & Vrahatis, M., 01/2008, IEEE Congress on Evolutionary Computation CEC 2007. Singapore: IEEE, p. 540-547 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Aggregate selection, data characteristics and choice of optimal model
Fildes, R. A. & Madden, G., 2008, In: Telektronikk. 104, 3/4, p. 155-167 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Automatic modelling of neural networks for time series prediction - in search of a uniform methodology across varying time frequencies
Kourentzes, N. & Crone, S., 2008, 2nd European Symposium on Time Series Prediction (Helsinki) - 2008. N/A: unknown
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Characterizing the frequency of orders received by a stockist
Shale, E. A., Boylan, J. E. & Johnston, F. R., 2008, In: IMA Journal of Management Mathematics. 19, 2, p. 137-143 7 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Demand forecasting adjustments for service-level achievement
Syntetos, A. A. & Boylan, J., 2008, In: IMA Journal of Management Mathematics. 19, 2, p. 175-192 17 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Dynamic multi-armed bandit with covariates
Pavlidis, N., Tasoulis, D. K., Adams, N. M. & Hand, D. J., 2008, 18th European Conference on Artificial Intelligence (Greece) 2008. N/A: unknown
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Forecasting and OR
Fildes, R. A., Nikolopoulos, K., Crone, S. & Syntetos, A., 2008, In: Journal of the Operational Research Society. 59, p. 1150-1172 23 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Forecasting for inventory management of service parts
Boylan, J. & Syntetos, A. A., 2008, Complex system maintenance handbook. Kobbacy, K. A. H. & Murthy, D. N. P. (eds.). Springer, p. 479-508 30 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Forecasting high-frequency time series with neural networks - an analysis of modelling challenges from increasing data frequency
Crone, S. & Kourentzes, N., 2008, International Conference on Data Mining (Las Vegas) - 2008. Stahlbock, R., Crone, S. F. & Lessmann, S. (eds.). CSREA Press
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Recognizing predictive patterns in chaotic maps
Pavlidis, N., Adamopoulos, A. V. & Vrahatis, M. N., 2008, 18th European Conference on Artificial Intelligence (Greece) 2008. N/A: unknown
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Risk in credit granting and lending decisions: credit scoring
Finlay, S. & Soopramanien, D., 2008, Encyclopedia of quantitative risk analysis and assessment. Chichester: John Wiley
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Simulation studies of multi-armed bandits with covariates
Pavlidis, N., Tasoulis, D. K. & Hand, D. J., 2008, 10th International Conference on Computer Modelling and Simulation (Cambridge) - 2008. N/A: unknown
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
2007
Published
Use of individual and group seasonal indices in subaggregate demand forecasting
Chen, H. & Boylan, J., 1/12/2007, In: Journal of the Operational Research Society. 58, 12, p. 1660-1671 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Some implications of a quartic loss function
Aretz, K. & Peel, D., 20/08/2007, In: Economics Bulletin. 7, 13, p. 1-7 7 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Unpublished
Βελτιστοποίηση μεθόδου πρόβλεψης Θ και εφαρμογή επί των μηνιαίων δεδομένων των διαγωνισμών Μ3 και Τ [Optimization of Forecasting Method Theta and Application on Monthly Data of M3 and T Competitions]
Petropoulos, F., 25/06/2007, (Unpublished) National Technical University of Athens. 131 p.
Research output: Thesis › Master's Thesis
Published
The accuracy of a modified Croston procedure
Boylan, J. & Syntetos, A. A., 1/06/2007, In: International Journal of Production Economics. 107, 2, p. 511-517 7 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Existence and computation of short-existence and computation of short-run equilibria in economic geography
Pavlidis, N., Vrahatis, M. N. & Mossay, P., 1/01/2007, In: Applied Mathematics and Computation. 184, 1, p. 93-103 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A naïve support vector regression benchmark for the NN3 forecasting competition
Crone, S. & Pietsch, S., 2007, Proceedings of the International Joint Conference on Neural Networks, IJCNN'07 (Orlando, USA) - 2007. N/A: IEEE Computer Society Press
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Against your better judgment? How organizations can improve their use of management judgment in forecasting
Fildes, R. A. & Goodwin, P., 2007, N/A: unknown, 7 p. (Interfaces).
Research output: Working paper

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Research

Centre for Marketing Analytics

The effects of integrating management judgement into intermittent demand forecasts

A new architecture selection strategy in solving seasonal autoregressive time series by artificial neural networks

Forecasting and Operational Research: A Review

Empirical evidence on individual, group and shrinkage seasonal indices

Classification for forecasting and stock control: a case study

A new model selection strategy in artificial neural networks

Computational intelligence algorithms for risk-adjusted trading strategies.

Aggregate selection, data characteristics and choice of optimal model

Automatic modelling of neural networks for time series prediction - in search of a uniform methodology across varying time frequencies

Characterizing the frequency of orders received by a stockist

Demand forecasting adjustments for service-level achievement

Dynamic multi-armed bandit with covariates

Forecasting and OR

Forecasting for inventory management of service parts

Forecasting high-frequency time series with neural networks - an analysis of modelling challenges from increasing data frequency

Recognizing predictive patterns in chaotic maps

Risk in credit granting and lending decisions: credit scoring

Simulation studies of multi-armed bandits with covariates

Use of individual and group seasonal indices in subaggregate demand forecasting

Some implications of a quartic loss function

Βελτιστοποίηση μεθόδου πρόβλεψης Θ και εφαρμογή επί των μηνιαίων δεδομένων των διαγωνισμών Μ3 και Τ [Optimization of Forecasting Method Theta and Application on Monthly Data of M3 and T Competitions]

The accuracy of a modified Croston procedure

Existence and computation of short-existence and computation of short-run equilibria in economic geography

A naïve support vector regression benchmark for the NN3 forecasting competition

Against your better judgment? How organizations can improve their use of management judgment in forecasting

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