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Reuse Cases when Doing Financial Case-Base Reasoning with Respect to Adaptation

Authors:
Jürgen Hönigl

Keywords: Adaptation, Case-Based Reasoning

Abstract:
Case-Based Reasoning (CBR) applies past experi- ence to solve new problems with suitable solutions. This approach presents overloading queries to adapt solutions if necessary. Subpar solutions have to be adapted within a CBR cycle before retaining them to keep a good quality of the case base. Dealing with missing values can be seen as previous step to avoid unneces- sary adaptations. Integrate efficient and useful adaptations can be seen as really interesting and challenging task when considering the full CBR methodology. The common CBR principle -similar problems are having similar solutions- can be seen as a rather good point of start when developing an adaptation feature. An adaptation concept and first experience are presented within this paper.

Pages: 16 to 19

Copyright: Copyright (c) IARIA, 2013

Publication date: February 24, 2013

Published in: conference

ISSN: 2308-4375

ISBN: 978-1-61208-254-7

Location: Nice, France

Dates: from February 24, 2013 to March 1, 2013