Shared Knowledge-Based Contrastive Federated Learning for Partial Discharge Diagnosis in Gas-Insulated Switchgear

Autor: Vo-Nguyen Tuyet-Doan, Young-Woo Youn, Hyun-Soo Choi, Yong-Hwa Kim

Publikováno v: IEEE Access, Vol 12, Pp 34993-35007 (2024)

Recently, deep neural networks have shown remarkable success in fault diagnosis in power systems using partial discharges (PDs), thereby enhancing grid asset safety and reliability. However, the prevailing approaches often adopt centralized large-sca

Externí odkaz: https://doaj.org/article/0190bc07bc454665a9862d9a27d22c98

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An Application of Random Walk on Fake Account Detection Problem: A Hybrid Approach

Autor: Lê, Ngoc C., Dao, Manh-Tuan, Nguyen, Hoang-Linh, Nguyen, Tuyet-Nhi, Vu, Hue

Social networks play a significant role in today's world. The importance of social networks, for example Facebook or Twitter, are undeniable. However, they also have many issues. One of which is the need for a defense mechanism against fake accounts.

Externí odkaz: http://arxiv.org/abs/1911.07609

Enhancing malaria detection in resource-limited areas: A high-performance colorimetric LAMP assay for Plasmodium falciparum screening.

Autor: Nguyen, Tuyet Kha¹ (AUTHOR), Jun, Hojong¹ (AUTHOR), Louis, Johnsy Mary¹ (AUTHOR), Mazigo, Ernest¹ (AUTHOR), Lee, Wang-Jong¹ (AUTHOR), Youm, Hyun Cher² (AUTHOR), Shin, Jieun² (AUTHOR), Lungu, Douglas K.³ (AUTHOR), Kanyemba, Creto³ (AUTHOR), Ahmed, Md Atique⁴ (AUTHOR), Muh, Fauzi⁵ (AUTHOR), Lee, Se Jin⁶ (AUTHOR), Na, Sunghun⁶ (AUTHOR), Chun, Wanjoo⁷ (AUTHOR), Park, Won Sun⁸ (AUTHOR), No, Joo Hwan⁹ (AUTHOR), Kim, Min-Jae¹⁰ (AUTHOR), Han, Eun-Taek¹ (AUTHOR), Han, Jin-Hee¹ (AUTHOR) han.han@kangwon.ac.kr

Publikováno v: PLoS ONE. 2/9/2024, Vol. 19 Issue 2, p1-17. 17p.