A Suppression Method of Concentration Background Noise by Transductive Transfer Learning for a Metal Oxide Semiconductor-Based Electronic Nose

A Suppression Method of Concentration Background Noise by Transductive Transfer Learning for a Metal Oxide Semiconductor-Based Electronic Nose

Signal drift caused by sensors or environmental changes, which can be regarded as data distribution changes over time, is related to transductive transfer learning, and the data in the target domain is not labeled. We propose a method that learns a subspace with maximum independence of the concentra...

Full description

Bibliographic Details
Main Authors: Huixiang Liu, Qing Li, Zhiyong Li, Yu Gu
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Sensors
Subjects:
drift suppression
dimensionality reduction
electronic nose
domain adaptation
transfer learning
Online Access:https://www.mdpi.com/1424-8220/20/7/1913

Internet

https://www.mdpi.com/1424-8220/20/7/1913

Similar Items