We present a study of reasoning methods in Case-Based Reasoning, which can be applied for the communication system fault domain. Inspired by the reasoning approach of the experts in medical diagnosis, we propose a probabilistic reasoning method which comprises two processes: a ranking process restricting the scope of a problem and a selection process finding promising solutions for the problem. We experimentally evaluate this method and draw lessons from the results to improve it. © 2008 Springer Berlin Heidelberg.
CITATION STYLE
Tran, H. M., & Schönwälder, J. (2008). Fault resolution in case-based reasoning. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 5351 LNAI, pp. 417–429). https://doi.org/10.1007/978-3-540-89197-0_39
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