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- W2736684503 abstract "In manufacturing systems, deficiencies related to raw materials, unavailability and/or unreliability of production resources, and non-conformity to requirements, work instructions and/or procedures, are examples of quality issues that affect performance and customer satisfaction. Several efforts were dedicated to develop Case-Based Reasoning (CBR) approaches to deal with such issues. Unfortunately, CBR is still faced with some weaknesses that are worth overcoming in order to improve both the method and its expected contributions to deal with such issues. This prospective article explores the potential contributions of immune inspired concepts and mechanisms to enhance CBR. Quality issues in manufacturing systems are considered as an illustrative application domain. We identify both the immune concepts and mechanisms that could be integrated into CBR, and the kinds of quality issues that such concepts and mechanisms can handle. We provide examples and show the kind of decision support an immune-augmented CBR can offer to address such issues." @default.
- W2736684503 created "2017-07-31" @default.
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- W2736684503 date "2017-01-01" @default.
- W2736684503 modified "2023-09-27" @default.
- W2736684503 title "Towards integrating artificial immunity features in case-based reasoning to address quality issues in manufacturing systems" @default.
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- W2736684503 doi "https://doi.org/10.1109/aset.2017.7983695" @default.
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