ECML
2004
Springer
13 years 8 months ago
2004
Springer
Maintaining compact and competent case bases has become a main topic of Case Based Reasoning (CBR) research. The main goal is to obtain a compact case base (with a reduced number o...
ICCBR
2007
Springer
13 years 8 months ago
2007
Springer
The performance of a Case-Based Reasoning system relies on the integrity of its case base but in real life applications the available data used to construct the case base invariabl...
ICCBR
1997
Springer
13 years 8 months ago
1997
Springer
This paper describes the dual use of a case base for diagnosis and for improving the design of a manufacturing process. In the short term, the case base is used to provide past ex...
ICCBR
2001
Springer
13 years 9 months ago
2001
Springer
For dynamic sales dialogs in electronic commerce scenarios, approaches based on an information gain measure used for attribute selection have been suggested. These measures conside...
ICCBR
2003
Springer
13 years 9 months ago
2003
Springer
Abstract. This paper presents an approach of case mining to automatically discover case bases from large datasets in order to improve both the speed and the quality of case based r...
ICCBR
2003
Springer
13 years 9 months ago
2003
Springer
In real environments it is often difficult to obtain a collection of cases for the case base that would cover all the problem solving situations. Although it is often somewhat eas...
IBERAMIA
2004
Springer
13 years 10 months ago
2004
Springer
This paper describes a Case Base Seeding system (CBS) that can be used to seed a case base with some random cases in order to provide minimal conditions for the empirical tests of ...
IBERAMIA
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. The success of a case-based reasoning system depends critically on the relevance of the case base. Much current CBR research focuses on how to compact and refine the con...
ICCBR
2005
Springer
13 years 10 months ago
2005
Springer
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...
ICCBR
2005
Springer
13 years 10 months ago
2005
Springer
The development of large-scale case-based reasoning systems has increased the necessity of providing tools for analyzing the case base structure. In this paper we present a hierarc...