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Analysis of uncertain data: Selection of probes for information gathering

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posted on 2009-10-01, 00:00 authored by Anatole Gershman, Eugene Fink, Bin Fu, Jaime G. Carbonell

We consider the problem of gathering data for evaluation of given hypotheses, and describe a method for analyzing tradeoffs between the expected utility and the cost of data collection.

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© 2009 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

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2009-10-01

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    Keywords

    Uncertaintyhypothesis evaluationdata gatheringBayesian reasoningartificial intelligenceComputer Software not elsewhere classified

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