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Domain Correction Based on Kernel Transformation for Drift Compensation in the E-Nose System

This paper proposes a way for drift compensation in electronic noses (e-nose) that often suffers from uncertain and unpredictable sensor drift. Traditional machine learning methods for odor recognition require consistent data distribution, which makes the model trained with previous data less genera...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Sensors (Basel)
Prif Awduron: Tao, Yang, Xu, Juan, Liang, Zhifang, Xiong, Lian, Yang, Haocheng
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI 2018
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6210950/
https://ncbi.nlm.nih.gov/pubmed/30249024
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s18103209
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