Case-based reasoning for diagnosis applications

Author:

GÖKER MEHMET H.,HOWLETT ROBERT J.,PRICE JOSEPH E.

Abstract

Case-based reasoning (CBR) is widely applicable to the diagnosis of problems and the identification of solutions to them. This review of the literature identifies key papers relating to this use of CBR. The stages in diagnosing and troubleshooting a problem are considered and the elements of a CBR system for achieving this are described. Five systems are discussed that have frequently been cited in the literature and illustrate the use of CBR in diagnosis and troubleshooting applications.

Publisher

Cambridge University Press (CUP)

Subject

Artificial Intelligence,Software

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Using Case-Based Reasoning in System Diagnostics and Maintenance;Proceedings of Seventh International Congress on Information and Communication Technology;2022-07-12

2. Diagnosis of sensor grids in a building context: Application to an office setting;Journal of Building Engineering;2018-05

3. Interactive diagnosis for a grid network of rain gauges using fuzzy reasoning;Engineering Applications of Artificial Intelligence;2014-11

4. j colibri2 : A framework for building Case-based reasoning systems;Science of Computer Programming;2014-01

5. Representation in Case-Based Reasoning Applied to Control Reconfiguration;Advances in Data Mining. Applications and Theoretical Aspects;2012

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