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Analysis of uncertain data: Smoothing of histograms

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journal contribution
posted on 2009-10-01, 00:00 authored by Eugene Fink, Ankur Sarin, Jaime G. Carbonell

We consider the problem of converting a set of numeric data points into a smoothed approximation ofthe underlying probability distribution. We describe arepresentation of distributions by histograms with variable-width bars, and give a greedy smoothing algorithm based on this representation.

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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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    Probability distributionssmoothingcompressionvisualizationhistograms

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