Do We Need Experts for Time Series Forecasting?

Lemke, C. and Gabrys, B., 2008. Do We Need Experts for Time Series Forecasting? In: 16th European Symposium on Artificial Neural Networks (ESANN'2008), April 2008, Bruges, Belgium, pp. 253-258.

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Abstract

This study examines a selection of off-the-shelf forecastingand forecast combination algorithms with a focus on assessing their practical relevance by drawing conclusions for non-expert users. Some of the methods have only recently been introduced and have not been part in comparative empirical evaluations before. Considering the advances of forecasting techniques, this analysis addresses the question whether we need human expertise for forecasting or whether the investigated methods provide comparable performance.

Item Type:Conference or Workshop Item (Paper)
Subjects:Technology > Business, Management and Marketing
Generalities > Computer Science and Informatics > Artificial Intelligence
Generalities > Computer Science and Informatics
Group:School of Design, Engineering & Computing
ID Code:8516
Deposited By:INVALID USER
Deposited On:19 Dec 2008 18:39
Last Modified:07 Mar 2013 15:02

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