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ICCBR
2003
Springer
10 years 4 days ago
Case Mining from Large Databases
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...
Qiang Yang, Hong Cheng
ICCBR
2003
Springer
10 years 4 days ago
Index Driven Selective Sampling for CBR
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...
Nirmalie Wiratunga, Susan Craw, Stewart Massie
ICCBR
2003
Springer
10 years 4 days ago
Predicting Software Development Project Outcomes
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 ...
Rosina Weber, Michael Waller, June M. Verner, Will...
ICCBR
2003
Springer
10 years 4 days ago
Using Case-Based Reasoning to Overcome High Computing Cost Interactive Simulations
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 ...
Javier Vázquez-Salceda, Miquel Sànch...
ICCBR
2003
Springer
10 years 4 days ago
Using Evolution Programs to Learn Local Similarity Measures
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 ...
Armin Stahl, Thomas Gabel
ICCBR
2003
Springer
10 years 4 days ago
Unifying Weighting and Case Reduction Methods Based on Rough Sets to Improve Retrieval
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...
Maria Salamó, Elisabet Golobardes
ICCBR
2003
Springer
10 years 4 days ago
Product Recommendation with Interactive Query Management and Twofold Similarity
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 ...
Francesco Ricci, Adriano Venturini, Dario Cavada, ...
ICCBR
2003
Springer
10 years 4 days ago
On the Role of Diversity in Conversational Recommender Systems
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 ...
Lorraine McGinty, Barry Smyth
ICCBR
2003
Springer
10 years 4 days ago
An Investigation of Generalized Cases
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...
Kerstin Maximini, Rainer Maximini, Ralph Bergmann
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