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Titlebook: Topics in Case-Based Reasoning; First European Works Stefan Wess,Klaus-Dieter Althoff,Michael M. Richte Conference proceedings 1994 Springe

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楼主: 黑暗社会
发表于 2025-3-25 03:45:23 | 显示全部楼层
Adaptation through interpolation for time-critical case-based reasoning,time-critical reasoning, as well as being equally relevant for case-based reasoning (CBR) in general. Although interpolation-like adaptation techniques have been used in some existing CBR systems, they have not previously been treated explicitly from this perspective.
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Knowledge engineering requirements in derivational analogy,in the context of the new target case; this requires a strong domain model and the encoding of problem solving knowledge. In this paper we analyse this issue using as an example a CBR system called CoBRA that assists with the modelling tasks in numerical simulation.
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Similarity measures for structured representations, is considered as a special case of graph similarity and a new efficient algorithm for its detection is proposed. The new algorithm is particularly suitable if there is a large number of library cases being tested against an input graph. Finally, we present experimental results showing the computational efficiency of the proposed approach.
发表于 2025-3-26 16:13:15 | 显示全部楼层
A rule-based similarity measure,ed problem appears to be a structural similarity with respect to the initial representation of the domain. This method achieves some integration between machine learning and case-based reasoning: it uses both compiled knowledge (through the similarity measure and the ruleset it is derived from) and instanciated knowledge (through the cases).
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