ICCBR
2003
Springer
14 years 4 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
14 years 4 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...
ICCBR
2003
Springer
14 years 4 months ago
2003
Springer
Case-based reasoning is a flexible methodology to manage software development related tasks. However, when the reasoner’s task is prediction, there are a number of different CBR ...
ICCBR
2003
Springer
14 years 4 months ago
2003
Springer
ICCBR
2003
Springer
14 years 4 months ago
2003
Springer
Abstract. This paper describes an innovative usage of Case-Based Reasoning to reduce the high computing cost derived from running large interactive simulation scenarios within the ...
ICCBR
2003
Springer
14 years 4 months ago
2003
Springer
Abstract. The definition of similarity measures is one of the most crucial aspects when developing case-based applications. In particular, when employing similarity measures that ...
ICCBR
2003
Springer
14 years 4 months ago
2003
Springer
Case-Based Reasoning systems usually retrieve cases using a similarity function based on K-NN or some derivatives. These functions are sensitive to irrelevant or noisy features. We...
ICCBR
2003
Springer
14 years 4 months ago
2003
Springer
Abstract. This paper describes an approach to product recommendation that combines in a novel way content- and collaborative-based filtering techniques. The system helps the user ...
ICCBR
2003
Springer
14 years 4 months ago
2003
Springer
In the past conversational recommender systems have adopted a similarity-based approach to recommendation, preferring cases that are similar to some user query or profile. Recent ...
ICCBR
2003
Springer
14 years 4 months ago
2003
Springer
In the CBR literature from the past 25 years there is a considerable amount of research work that makes use of cases that are subspaces of some representation space rather than poi...