| Author(s) |
R. Stumptner
Bernhard Freudenthaler
J. Küng
|
| Title |
On Similarity in Case-based Reasoning for Structural Health Monitoring |
| Booktitle |
Proceeding of the 12th International Conference On Computer Aided Systems Theory, Revised Selected Papers |
| Typ |
Inproceedings |
| Year |
2009 |
| Volume |
5717 |
| Serie |
Lecture Notes in Computer Science |
| Pages |
231-238 |
| Editor(s) |
R. Moreno-Díaz, F. Pichler, and A. Quesada-Arencibia |
| Publisher |
Springer |
| 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.
|