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- W2116191738 abstract "This chapter deals with the concept of using relevant information as a basis of rational decision making. In this regard, whenever information is irrelevant it needs to be marginalized or eliminated. Making decisions using information which contains irrelevant information often confuses a decision making process. In this chapter we discuss four methods for making rational decisions by either marginalizing irrelevant information or not using irrelevant information. These methods are marginalization of irrationality approach, automatic relevance determination, principal component analysis and independent component analysis. These techniques are applied to condition monitoring, credit scoring, interstate conflict and face recognition." @default.
- W2116191738 created "2016-06-24" @default.
- W2116191738 creator A5066130528 @default.
- W2116191738 date "2014-01-01" @default.
- W2116191738 modified "2023-09-24" @default.
- W2116191738 title "Filtering Irrelevant Information for Rational Decision Making" @default.
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- W2116191738 doi "https://doi.org/10.1007/978-3-319-11424-8_7" @default.
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