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» Mining competent case bases for case-based reasoning
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ICCBR
2007
Springer
15 years 3 months ago
Acquiring Word Similarities with Higher Order Association Mining
We present a novel approach to mine word similarity in Textual Case Based Reasoning. We exploit indirect associations of words, in addition to direct ones for estimating their simi...
Sutanu Chakraborti, Nirmalie Wiratunga, Robert Lot...
72
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EWCBR
2000
Springer
15 years 1 months ago
An Efficient Approach to Similarity-Based Retrieval on Top of Relational Databases
This paper presents an approach to realize a case retrieval engine on top of a relational database. In a nutshell the core idea is to approximate a similarity-based retrieval with ...
Jürgen Schumacher, Ralph Bergmann
EWCBR
2004
Springer
15 years 1 months ago
Justification-Based Case Retention
Abstract. A CBR system needs a good case retention strategy to decide which cases to incorporate into the case base in order to maximize the performance of the system. In this work...
Santiago Ontañón, Enric Plaza
ICCBR
2009
Springer
15 years 4 months ago
An Active Approach to Automatic Case Generation
Abstract. When learning by observing an expert, cases can be automatically generated in an inexpensive manner. However, since this is a passive method of learning the observer has ...
Michael W. Floyd, Babak Esfandiari
ICCBR
2005
Springer
15 years 3 months ago
P2P Case Retrieval with an Unspecified Ontology
Traditional CBR approaches imply centralized storage of the case base and, most of them, the retrieval of similar cases by an exhaustive comparison of the case to be solved with th...
Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci