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Recommending missing sensor values

Published • Oct 1, 2015
Authors:
Chung‐Yi Li
,
Wei‐Lun Su
,
Todd G. McKenzie

Abstract

Datasets gathered from sensor networks often suffer from a significant fraction of missing data, due to issues such as communication and sensor interference, power depletion, and hardware failure. Many standard data analysis tools such as classification engines, time-sequence pattern analysis module...

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