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2002
Published
Forecasting competitions - their role in improving forecasting practice and research
Fildes, R. A. & Ord, J. K., 2002, A Companion to Economic Forecasting. Oxford: Blackwell, p. 322-353 32 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Influence of user participation on DSS use and decision accuracy
Lawrence, M., Goodwin, P. & Fildes, R. A., 2002, In: Omega: The International Journal of Management Science. 30, p. 381-392 12 p.
Research output: Contribution to Journal/Magazine › Journal article
Published
Telecommunications demand - a review
Fildes, R. A., 2002, In: International Journal of Forecasting. 18, p. 489-522 34 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
The state of macroeconomic forecasting
Fildes, R. A. & Stekler, H., 2002, In: Journal of Macroeconomics. 24, 4, p. 435-468 34 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Training artificial neural networks for time series prediction using asymmetric cost functions
Crone, S., 2002, Proceedings of the 9th International Conference on neural information processing, 2002. ICONIP '02. N/A: IEEE Computer Society Press, Vol. 5. p. 2374- 2380 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
2003
Published
Artificial neural networks for time series prediction - A novel approach to inventory management using asymmetric cost functions
Crone, S., 2003, Proceedings of the International Conference on Artificial Intelligence, IC-AI '03, June 23 - 26, 2003, Las Vegas, Nevada, USA. Athens: CSREA Press, Vol. 1. p. 193-199 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Financial forecasting through unsupervised clustering and evolutionary trained neural networks
Pavlidis, N., Tasoulis, D. & Vrahatis, M. N., 2003, IEEE Congress on Evolutionary Computation. IEEE, Vol. 4. p. 2314-2321 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Forecasting in inventory management using artificial neural networks - a novel approach through asymmetric cost functions
Crone, S., 2003, Einsatz von Fuzzy Sets, Neuronalen Netzen und Kunstlicher Intelligenz in industrieller Produktion und Umweltforschung. Dusseldorf: VDI
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Intermittent demand forecasting: size-interval methods based on averaging and smoothing
Boylan, J., 2003, Proceedings of the International Conference on Quantitative Methods in Industry and Commerce, Athens, Greece. p. 87-96 10 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Internet Usage and Online Shopping Experience as Predictors of Consumers’per Preferences to Shop Online Across Product Categories
Soopramanien, D. G. R., Robertson, A. & Fildes, R. A., 2003, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).
Research output: Working paper
Published
Künstliche neuronale Netze zur betrieblichen Entscheidungsunterstützung
Crone, S., 2003, In: WISU - Das Wirtschaftsstudium. 32, 4, p. 452-458 7 p.
Research output: Contribution to Journal/Magazine › Journal article
Published
On the categorisation of demand patterns
Boylan, J., Syntetos, A. A. & Croston, J. D., 2003, Proceedings of the International Conference on Quantitative Methods in Industry and Commerce, Athens, Greece. p. 534-543 20 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Prediction of white noise time series using artificial neural networks and asymmetric cost functions
Crone, S., 2003, Proceedings of the IEEE International Joint Conference on Neural Networks, 2003. N/A: IEEE Computer Society Press, Vol. 4. p. 2460-2465 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
The accuracy of a procedural approach to specifying feedforward neural networks for forecasting
Fildes, R. A. & Liao, K. P., 2003, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).
Research output: Working paper
Published
The design features of forecasting support systems and their effectiveness
Lawrence, M., Goodwin, P. & Fildes, R. A., 2003, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).
Research output: Working paper
Published
Optimality and robustness of combinations of moving averages
Boylan, J. & Johnston, F. R., 1/01/2003, In: Journal of the Operational Research Society. 54, 1, p. 109-115 7 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An examination of the size of orders from customers, their characterisation and the implications for inventory control of slow moving items
Johnston, F. R., Boylan, J. & Shale, E. A., 1/08/2003, In: Journal of the Operational Research Society. 54, 8, p. 833-837 5 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Further Evidence on PPP Adjustment Speeds: the Case of Effective Real Exchange Rates and the EMS
Paya, I., Venetis, I. & Peel, D., 09/2003, In: Oxford Bulletin of Economics and Statistics. 65, 4, p. 421-437 17 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2004
Published
A business forecasting competition approach to modeling artificial neural networks for time series prediction
Crone, S., 2004, Proceedings of the International Conference on Artificial Intelligence, IC-AI '04, June 21-24, 2004, Las Vegas, Nevada, USA. Athens: CSREA Press, Vol. 1. p. 207-213 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
An evaluation framework for publications on artificial neural networks in sales forecasting
Crone, S. & Grafeille, P. C., 2004, Proceedings of the International Conference on Artificial Intelligence, IC-AI '04, June 21-24, 2004, Las Vegas, Nevada, USA. Athens: CSREA Press, Vol. 1. p. 221-227 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Analysis of company sales data
Goodwin, P., Fildes, R. A. & Nikolopoulos, K., 2004, International Symposium on Forecasting ISF (Sydney ) - 2004. N/A: unknown
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Empirical comparison and evaluation of classifier performance for data mining in customer relationship management
Crone, S., Lessmann, S. & Stahlbock, R., 2004, Proceedings of the IEEE International Joint Conference on Neural Networks, IJCNN'04 Budapest, Hungary. N/A: IEEE Computer Society Press, Vol. 1. p. 43-48 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Forecasting and prediction
Amstrong, J. S. & Fildes, R. A., 2004, The Social Science Encyclopedia. London and New York: Routledge
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Levels, differences and ECMs - principles for improved econometric forecasting
Fildes, R. A. & Allen, P. G., 2004, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).
Research output: Working paper
Published
Parallel differential evolution
Tasoulis, D., Pavlidis, N., Plagianakos, V. P. & Vrahatis, M. N., 2004, IEEE Congress on Evolutionary Computation (CEC 2004). IEEE, p. 2023-2029 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Prediction of the CATS benchmark using a business forecasting approach to multilayer perceptron modelling
Crone, S., Kausch, H. & Prebmar, D., 2004, Proceedings of the IEEE International Joint Conference on Neural Networks, IJCNN'04 Budapest, Hungary. N/A: IEEE Computer Society Press, Vol. 4. p. 2783-2788 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Preparation for crisis management: a proposed model and empirical evidence
Rose, M. B., Fildes, R. A. & Elsubbaugh, S., 2004, In: Journal of Contingencies and Crisis Management. 12, 3, p. 112-127 16 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Sales forecasting support systems (FSS) for the supply chain
Fildes, R. A. & Nikolopoulos, K., 2004, Operational Research 46th Annual Conference (York ) - 2004. N/A: unknown
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Understanding residential internet adoption patterns in the UK
Robertson, A., Soopramanien, D. G. R. & Fildes, R. A., 2004, In: Telektronikk. 100, 4, p. 84-93 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2005
Published
A guided tour of TSMod 4.03
Fuertes, A.-M., Izzeldin, M. & Murphy, A., 2005, In: Journal of Applied Econometrics. 20, 5, p. 691-698 8 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Demand uncertainty and lot sizing in manufacturing systems: the effects of forecasting errors and mis-specification
Kingsman, B. G. & Fildes, R. A., 2005, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).
Research output: Working paper
Published
Evolutionary neural classification approaches for strategic and operational decision support in retail store planning
Stahlbock, R., Lessmann, S. & Crone, S., 2005, Proceedings of the 2005 International Conference on Artificial Intelligence, ICAI 2005, Las Vegas, Nevada, USA. Athens: CSREA Press, Vol. 1. p. 60-66 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Evolutionary neural classification for the evaluation of retail stores and decision support
Stahlbock, R. & Crone, S., 2005, Proceedings of the IEEE International Joint Conference on Neural Networks, IJCNN'05, (Montreal, Canada) - 2005 IEEE: New York, Vol. 3, pp.1499-1504. N/A: unknown, p. 1499-1504 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Genetically constructed kernels for support vector machines
Lessmann, S., Stahlbock, R. & Crone, S., 2005, Proceedings of the Conference of the German Operations Research Association, GOR'05 (Bremen) 2005. N/A: unknown
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Intermittent and lumpy demand: the forecasting challenge
Boylan, J., 2005, In: Foresight: The International Journal of Applied Forecasting. 1, p. 36-42 7 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Levels, difference and ECMs: principles for improved econometric forecasting
Allen, P. G. & Fildes, R. A., 2005, In: Oxford Bulletin of Economics and Statistics. 67, p. 881-904 24 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Measuring residential internet service adoption patterns
Robertson, A., Soopramanien, D. G. R. & Fildes, R. A., 2005, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).
Research output: Working paper
Published
On the accuracy of judgmental interventions on forecasting support systems
Nikolopoulos, K., Lawrence, M., Goodwin, P. & Fildes, R. A., 2005, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).
Research output: Working paper
Published
On the development of theory-informed operationalised definitions of demand patterns
Syntetos, A. A. & Boylan, J., 2005, Proceedings of the 3rd International Conference on Intelligent Management Systems in Operations, Salford. . Operational Research Society, p. 238-247 10 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Optimizing hyperparameters of support vector machines by genetic algorithms
Lessmann, S., Stahlbock, R. & Crone, S., 2005, Proceedings of the 2005 International Conference on Artificial Intelligence, ICAI 2005, Las Vegas, Nevada, USA. Athens: CSREA Press, Vol. 1. p. 74-82 9 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Predicting customer online shopping adoption - an evaluation of data mining and market modelling approaches
Crone, S. & Soopramanien, D. G. R., 2005, Proceedings of The 2005 International Conference on Data Mining, DMIN 2005, Las Vegas, Nevada, USA. Athens: CSREA Press, p. 47-58 12 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Spiking neural network training using evolutionary algorithms
Pavlidis, N., Tasoulis, D., Plagianakos, V. P., Vrahatis, M. N. & Nikiforidis, G., 2005, International Joint Conference on Neural Networks (IJCNN 2005). IEEE, Vol. 4. p. 2190-2194 4 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Stepwise selection of artificial neural network models for time series prediction
Crone, S., 2005, In: Journal of Intelligent Systems. 14, 2-3, p. 99-122 24 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Support vector machines versus artificial neural networks - new potential in data mining for customer relationship management?
Crone, S., Lessmann, S. & Stahlbock, R., 2005, Neural Network Applications in Information Technology and Web Engineering. Malaysia: Borneo Publishing, p. 80-93 14 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
The accuracy of a procedural approach to specifying feedforward neural networks for forecasting
Liao, K. P. & Fildes, R. A., 2005, In: Computers and Operations Research. 32, 8, p. 2151-2169 19 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Utility based data mining for time series analysis - Cost sensitive learning for neural network predictors
Crone, S., Lessmann, S. & Stahlbock, R., 2005, Proceedings of the International Workshop on Utility-based Data Mining, ACM Conference on Knowledge Discovery in Data, KDD'05 (Chicago, USA) 2005. N/A: unknown, p. 59-68 10 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Computing Nash equilibria through computational intelligence methods
Pavlidis, N., Parsopoulos, K. E. & Vrahatis, M. N., 03/2005, In: Journal of Computational and Applied Mathematics. 175, 1, p. 113-136 24 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
The accuracy of intermittent demand estimates
Syntetos, A. A. & Boylan, J., 1/04/2005, In: International Journal of Forecasting. 21, 2, p. 303-314 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
On the categorization of demand patterns
Syntetos, A. A., Boylan, J. & Croston, J. D., 1/05/2005, In: Journal of the Operational Research Society. 56, 5, p. 495-503 9 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2006
Published
A study on the ability of support vector regression and neural networks to forecast basic time series patterns
Crone, S., Guajardo, J. & Weber, R., 2006, Artificial Intelligence in Theory and Practice, Proceedings of the IFIP World Congress in Computation, WCC'06 (Santiago, Chile) - 2006, Springer: New York, Vol. 217, pp.149-158. Berlin: Springer
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Accuracy and accuracy-implication metrics for intermittent demand
Boylan, J. & Syntetos, A., 2006, In: Foresight: The International Journal of Applied Forecasting. 4, p. 39-42 4 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An evaluation of discrete support vector machines for cost-sensitive learning
Lessmann, S., Crone, S., Stahlbock, R. & Zacher, N., 2006, Proceedings of the World Congress in Computational Intelligence, WCCT06 (Vancouver, Canada) - 2006, IEEE: New York. N/A: IEEE Computer Society Press
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
An extended evaluation framework for neural network publications in sales forecasting
Crone, S. & Prebmar, D., 2006, Proceedings of the International Conference on Applied Artificial Intelligence, AIA'06 (Innsbruck, Austria) - 2006, ACTA Press: Calgary, pp.179-186. N/A: unknown
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Effective forecasting for supply-chain planning: an empirical evaluation and strategies for improvement
Fildes, R. A., Goodwin, P., Lawrence, M. & Nikolopoulos, K., 2006, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).
Research output: Working paper
Published
Forecasting with computational intelligence - An evaluation of support vector regression and artificial neural networks
Crone, S., Lessmann, S. & Pietsch, S., 2006, Proceedings of the World Congress in Computational Intelligence, WCCT06 (Vancouver, Canada) - 2006, IEEE: New York. N/A: IEEE Computer Society Press
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Genetic algorithms for support vector machine model selection
Lessmann, S., Stahlbock, R. & Crone, S., 2006, Proceedings of the World Congress in Computational Intelligence, WCCT06 (Vancouver, Canada) - 2006, IEEE: New York. N/A: IEEE Computer Society Press
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Human designed vs. genetically programmed differential evolution operators
Pavlidis, N., Tasoulis, D. K., Plagianakos, V. P. & Vrahatis, M. N., 2006, IEEE Congress on Evolutionary Computation (CEC 2006). IEEE, p. 1880-1886 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Parameter sensitivity of support vector regression and neural networks for forecasting
Crone, S., Lessmann, S. & Pietsch, S., 2006, Proceedings of the International Conference on Data Mining DMIN'06 (Las Vegas, USA) 2006, CSREA, pp.396-402. Athens: CSREA Press
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Segmental new-product diffusion of residential broadband services
Robertson, A., Soopramanien, D. G. R. & Fildes, R. A., 2006, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).
Research output: Working paper
Published
The design features of forecasting support systems and their effectiveness
Fildes, R. A., Goodwin, P. & Lawrence, M., 2006, In: Decision Support Systems. 42, 1, p. 351-361 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
The impact of forecasting on the bullwhip effect
Stamatopoulos, I., Teunter, R. H. & Fildes, R. A., 2006, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).
Research output: Working paper
Published
The impact of preprocessing on data mining: an evaluation of classifier sensitivity in direct marketing
Crone, S., Lessmann, S. & Stahlbock, R., 2006, In: European Journal of Operational Research. 173, 3, p. 781-800 20 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
The impact of preprocessing on support vector regression and neural networks in time series prediction
Crone, S., Guajardo, J. & Weber, R., 2006, Proceedings of the International Conference on Data Mining DMIN'06 (Las Vegas, USA) 2006, CSREA, pp.37-42. N/A: unknown, p. 37-42 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Understanding the use of forecasting software: an interpretive study in a supply-chain company
Goodwin, P., Lee, W. Y., Fildes, R. A., Nikolopoulos, K. & Lawrence, M., 2006, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).
Research output: Working paper
Published
Comments on the attribution of an intermittent demand estimator
Syntetos, A. A. & Boylan, J., 1/01/2006, In: International Journal of Forecasting. 22, 1, p. 201-201 1 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Determining the number of real roots of polynomials through neural networks
Mourrain, B., Pavlidis, N., Tasoulis, D. K. & Vrahatis, M. N., 02/2006, In: Computers and Mathematics with Applications. 51, 3-4, p. 527-536 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Financial forecasting through unsupervised clustering and neural networks
Pavlidis, N., Plagianakos, V. P., Tasoulis, D. K. & Vrahatis, M. N., 05/2006, In: Operational Research. 6, 2, p. 103-127 25 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Forecasting for intermittent demand: the estimation of an unbiased average
Shale, E. A., Boylan, J. & Johnston, F. R., 1/05/2006, In: Journal of the Operational Research Society. 57, 5, p. 588-592 5 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Smoothing and adjustments of demand forecasts for inventory control
Syntetos, A. A. & Boylan, J., 17/05/2006, p. 173-178. 6 p.
Research output: Contribution to conference - Without ISBN/ISSN › Other › peer-review
Published
New self-adaptive probabilistic neural networks in bioinformatic and medical tasks
Georgiou, V. L., Pavlidis, N., Parsopoulos, K. E., Alevizos, P. D. & Vrahatis, M. N., 06/2006, In: International Journal on Artificial Intelligence Tools. 15, 3, p. 371-396 26 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Computational intelligence methods for financial time series modeling
Pavlidis, N., Tasoulis, D. K., Plagianakos, V. P. & Vrahatis, M. N., 07/2006, In: International Journal of Bifurcation and Chaos. 16, 7, p. 2053–2062 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
On the stock control performance of intermittent demand estimators
Syntetos, A. A. & Boylan, J., 1/09/2006, In: International Journal of Production Economics. 103, 1, p. 36-47 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Viewpoint: reply to Kostenko and Hyndman
Syntetos, A. A., Boylan, J. & Croston, J. D., 1/10/2006, In: Journal of the Operational Research Society. 57, 10, p. 1257-1258 2 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Cell-nuclear data reduction and prognostic model selection in bladder tumor recurrence
Tasoulis, D. K., Spyridonos , P., Pavlidis, N., Cavouras , D., Ravazoula, P., Nikiforidis, G. & Vrahatis, M. N., 11/2006, In: Artificial Intelligence in Medicine. 38, 3, p. 291-303 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2007
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
Published
Consumer decision making, e-commerce and perceived risks
Soopramanien, D. G. R., Fildes, R. A. & Robertson, A., 2007, In: Applied Economics. 39, p. 2159-2166 8 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Forecasting seasonal time series with neural networks: a sensitivity analysis of architecture parameters
Crone, S. & Dahwan, R., 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
Good and bad judgment in forecasting: lessons from four companies
Fildes, R. A. & Goodwin, P., 2007, In: Foresight: The International Journal of Applied Forecasting. 8, p. 5-10 6 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Household technology acceptance heterogeneity in computer adoption
Robertson, A., Soopramanien, D. G. R. & Fildes, R. A., 2007, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).
Research output: Working paper
Published
Input variable selection for time series prediction with neural networks- an evaluation of visual, autocorrelation and spectral analysis for varying seasonality
Crone, S. & Kourentzes, N., 2007, The 1st European Symposium on Time Series Prediction, ESTSP'07 (Helsinki, Finland) - 2007. N/A: unknown
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Key assumptions in calculating the Cost of Forecast Error. A commentary on Peter Catt’s article, assessing the Cost of Forecast Error, in Issue 7 of Foresight
Boylan, J., 2007, In: Foresight: The International Journal of Applied Forecasting. 8, p. 22-24 3 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Optimal forecasting model selection and data characteristics
Fildes, R. A., Tan, J. & Madden, G., 2007, In: Applied Financial Economics. 17, p. 1251-1264 14 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Providing support for the use of analogies in demand forecasting tasks
Fildes, R. A., Lee, W. Y., Goodwin, P. & Nikolopoulos, K., 2007, In: International Journal of Forecasting. 23, p. 377-390 14 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Segmental new-product diffusion of residential broadband services
Robertson, A., Soopramanien, D. G. R. & Fildes, R. A., 2007, In: Telecommunications Policy. 31, 5, p. 265-275 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Segmentation based analysis of internet service adoption of UK households
Robertson, A., Soopramanien, D. G. R. & Fildes, R. A., 2007, In: Technology in Society. 29, p. 339-350 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Spare parts management: Forecasting Research and Extensions
Boylan, J. & Syntetos, A. A., 2007, OR49 keynote papers 2007. Duncan, S. (ed.). Operational Research Society
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
The process of using a forecasting support system
Goodwin, P., Fildes, R. A., Lawrence, M. & Nikolopoulos, K., 2007, N/A: unknown, 14 p. (International Journal of Forecasting).
Research output: Working paper
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
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
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
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
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
2008
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

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