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Erschienen in:
2009 | OriginalPaper | Buchkapitel
On Similarity in Case-Based Reasoning for Structural Health Monitoring
verfasst von : Reinhard Stumptner, Bernhard Freudenthaler, Josef Küng
Erschienen in: Computer Aided Systems Theory - EUROCAST 2009
Verlag: Springer Berlin Heidelberg
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This contribution deals with the importance of similarity in Case-based Reasoning and the application for problems in the field of Structural Health Monitoring. Case-based Reasoning and different methodologies for the retrieval of knowledge stored in a case base are presented. Furthermore, different approaches for object representation and applicable similarity measures including indexing techniques to reduce the number of required distance-calculations are introduced, particularly the M-tree approach. Finally, a prototype for a Case-based Decision Support System for Structural Health Monitoring is described.