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» Mining competent case bases for case-based reasoning
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JIFS
2006
120views more  JIFS 2006»
14 years 9 months ago
Building similarity metrics reflecting utility in case-based reasoning
Fundamental to case-based reasoning is the idea that similar problems have similar solutions. The meaning of the concept of "similarity" can vary in different situations...
Ning Xiong, Peter Funk
MVA
1996
113views Computer Vision» more  MVA 1996»
14 years 11 months ago
Ultra Sonic Image Interpretation for Non-Destructive Testing
For interpretation of ultra sonic images an image interpretation system based on case based reasoning is proposed. We describe the case representation and the casebased reasoningp...
Petra Perner
PAKDD
1998
ACM
103views Data Mining» more  PAKDD 1998»
15 years 1 months ago
Discovering Case Knowledge Using Data Mining
The use of Data Mining in removing current bottlenecks within Case-based Reasoning (CBR) systems is investigated along with the possible role of CBR in providing a knowledge manag...
Sarabjot S. Anand, David W. Patterson, John G. Hug...
EWCBR
2006
Springer
15 years 1 months ago
Decision Diagrams: Fast and Flexible Support for Case Retrieval and Recommendation
Abstract. We show how case bases can be compiled into Decision Diagrams, which represent the cases with reduced redundancy. Numerous computations can be performed efficiently on th...
Ross Nicholson, Derek G. Bridge, Nic Wilson
EWCBR
2006
Springer
15 years 1 months ago
Evaluating CBR Systems Using Different Data Sources: A Case Study
The complexity and high construction cost of case bases make it very difficult, if not impossible, to evaluate a CBR system, especially a knowledge-intensive CBR system, using stat...
Mingyang Gu, Agnar Aamodt