Boost AI Power: Data Augmentation Strategies With Unlabeled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination With Electronic Nose

Li Liu; Xianghao Zhan; Rumeng Wu; Xiaoqing Guan; Zhan Wang; Wei Zhang; Mert Pilanci; You Wang; Zhiyuan Luo; Guang Li

doi:10.1109/JSEN.2021.3102488

Boost AI Power: Data Augmentation Strategies With Unlabeled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination With Electronic Nose

Li Liu
, Xianghao Zhan
, Rumeng Wu
, Xiaoqing Guan
, Zhan Wang
, Wei Zhang
, Mert Pilanci
, You Wang
, Zhiyuan Luo
, Guang Li

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	22995-23005
Number of pages	11
Journal	IEEE Sensors Journal
Volume	21
Issue number	20
Early online date	3 Aug 2021
DOIs	https://doi.org/10.1109/JSEN.2021.3102488
Publication status	Published - 15 Oct 2021

Access to Document

10.1109/JSEN.2021.3102488

Cite this

@article{1ffca1795a9f4d808205d2b0ee87292c,

title = "Boost AI Power: Data Augmentation Strategies With Unlabeled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination With Electronic Nose",

author = "Li Liu and Xianghao Zhan and Rumeng Wu and Xiaoqing Guan and Zhan Wang and Wei Zhang and Mert Pilanci and You Wang and Zhiyuan Luo and Guang Li",

year = "2021",

month = oct,

day = "15",

doi = "10.1109/JSEN.2021.3102488",

language = "English",

volume = "21",

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journal = "IEEE Sensors Journal ",

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T2 - Data Augmentation Strategies With Unlabeled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination With Electronic Nose

AU - Liu, Li

AU - Zhan, Xianghao

AU - Wu, Rumeng

AU - Guan, Xiaoqing

AU - Wang, Zhan

AU - Zhang, Wei

AU - Pilanci, Mert

AU - Wang, You

AU - Luo, Zhiyuan

AU - Li, Guang

PY - 2021/10/15

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DO - 10.1109/JSEN.2021.3102488

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SN - 1530-437X

VL - 21

SP - 22995

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JO - IEEE Sensors Journal

JF - IEEE Sensors Journal

IS - 20

ER -