1. A HYBRID CASE-BASED MODEL FOR FORECASTING.
- Author
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Corchado, Juan M. and Lees, Brian
- Subjects
ARTIFICIAL intelligence ,OCEANOGRAPHY ,ARTIFICIAL neural networks ,FORECASTING - Abstract
An investigation is described into the application of artificial intelligence to forecasting in the domain of oceanography. A hybrid approach to forecasting the thermal structure of the water ahead of a moving vessel is presented which combines the ability of a case-based reasoning system for identifying previously encountered similar situations and the generalizing ability of an artificial neural network to guide the adaptation stage of the case-based reasoning mechanism. The system has been successfully tested in real time in the Atlantic Ocean; the results obtained are presented and compared with those derived from other forecasting methods. [ABSTRACT FROM AUTHOR]
- Published
- 2001
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