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",

pages = "22995--23005",

journal = "IEEE Sensors Journal ",

issn = "1530-437X",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

number = "20",

}

TY - JOUR

T1 - Boost AI Power

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

Y1 - 2021/10/15

U2 - 10.1109/JSEN.2021.3102488

DO - 10.1109/JSEN.2021.3102488

M3 - Article

SN - 1530-437X

VL - 21

SP - 22995

EP - 23005

JO - IEEE Sensors Journal

JF - IEEE Sensors Journal

IS - 20

ER -