Zobrazeno 1 - 10
of 934
pro vyhledávání: '"Choo Hyunseung"'
Traditional deep learning methods in medical imaging often focus solely on segmentation or classification, limiting their ability to leverage shared information. Multi-task learning (MTL) addresses this by combining both tasks through shared represen
Externí odkaz:
http://arxiv.org/abs/2412.00351
Diabetic Retinopathy (DR) is a primary cause of blindness, necessitating early detection and diagnosis. This paper focuses on referable DR classification to enhance the applicability of the proposed method in clinical practice. We develop an advanced
Externí odkaz:
http://arxiv.org/abs/2411.03618
Unmanned Ariel Vehicle (UAV) services with 5G connectivity is an emerging field with numerous applications. Operator-controlled UAV flights and manual static flight configurations are major limitations for the wide adoption of scalability of UAV serv
Externí odkaz:
http://arxiv.org/abs/2406.15225
Autor:
Park, JeongJun, Mwasinga, Lusungu J., Yang, Huigyu, Raza, Syed M., Le, Duc-Tai, Kim, Moonseong, Chung, Min Young, Choo, Hyunseung
Mobile traffic data in urban regions shows differentiated patterns during different hours of the day. The exploitation of these patterns enables highly accurate mobile traffic prediction for proactive network management. However, recent Deep Learning
Externí odkaz:
http://arxiv.org/abs/2312.06279
Data aggregation is a fundamental technique in wireless sensor networks (WSNs) in which sensory data collected by intermediate nodes is merged by in-network computation using maximum, average, or sum functions. Because sensors run on batteries, energ
Externí odkaz:
http://arxiv.org/abs/2303.06607
Publikováno v:
In Computer Networks December 2024 254
Autor:
Lee, Daehee1 (AUTHOR) hahalee98@kakao.com, Choo, Hyunseung1 (AUTHOR) choo@skku.edu, Jeong, Jongpil2 (AUTHOR) choo@skku.edu
Publikováno v:
Sensors (14248220). Aug2024, Vol. 24 Issue 15, p4855. 24p.
Autor:
Le, Kim-Ngoc T., Dang, Thien-Binh, Le, Duc-Tai, Raza, Syed M., Kim, Moonseong, Choo, Hyunseung
Publikováno v:
In Internet of Things April 2024 25
Autor:
Choo Hyunseung, Shakhov Vladimir
Publikováno v:
EURASIP Journal on Wireless Communications and Networking, Vol 2011, Iss 1, p 738386 (2011)
The admission control mechanism inspired in the framework of proportional differentiated services has been investigated. The mechanism provides a predictable and controllable network service for real-time traffic in terms of blocking probability. Imp
Externí odkaz:
https://doaj.org/article/6693b49c64f24437b4434c02f59ca9af
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