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Journals
International Journal of Applied Mathematics and Computer Science
Volume 30 (2020): Issue 2 (June 2020)
Open Access
Bounded–abstaining classification for breast tumors in imbalanced ultrasound images
Hongjiao Guan
Hongjiao Guan
,
Yingtao Zhang
Yingtao Zhang
,
Heng-Da Cheng
Heng-Da Cheng
and
Xianglong Tang
Xianglong Tang
| Jul 04, 2020
International Journal of Applied Mathematics and Computer Science
Volume 30 (2020): Issue 2 (June 2020)
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Published Online:
Jul 04, 2020
Page range:
325 - 336
Received:
Mar 30, 2019
Accepted:
Dec 20, 2019
DOI:
https://doi.org/10.34768/amcs-2020-0025
Keywords
breast ultrasound (BUS) images
,
reliable diagnosis
,
abstaining classification
,
imbalanced datasets
© 2020 Hongjiao Guan et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
Hongjiao Guan
School of Cyber Security, Qilu University of Technology Shandong Academy of Sciences
Jinan, China
Shandong Key Laboratory of Computer Networks,
Jinan, China
School of Computer Science and Technology, Harbin Institute of Technology
Harbin, China
Yingtao Zhang
School of Computer Science and Technology, Harbin Institute of Technology
Harbin, China
Heng-Da Cheng
School of Computer Science Utah State University
Logan
Xianglong Tang
School of Computer Science and Technology, Harbin Institute of Technology
Harbin, China