1. Journal Articles245
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Showing results 1 to 20 of 245
- Jin, Yongsik ;
- Han, Seungyong
- 2025-10
- International Journal of Control, Automation, and Systems, v.23, no.10, pp.2987 - 2995
- Institute of Control, Robotics and Systems
- View : 29
- Download : 0
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- Shin, Seung Yeon ;
- Kim, Soopil ;
- Park, Sang Hyun
- 2025-12
- Computers in Biology and Medicine, v.199
- Elsevier
- View : 17
- Download : 0
- 2025-12
- 한국산업정보학회논문지, v.30, no.6, pp.39 - 48
- 한국산업정보학회
- View : 16
- Download : 0
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- Lee, Hyunki ;
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- Kim, Sangdong ;
- Kim, Min Young
- 2025-12
- Electronics (Basel), v.15, no.1
- MDPI AG
- View : 15
- Download : 15
- Lee, Seung Jun ;
- Lee, Hyunki ;
- Kim, Min Young
- 2026-01
- IEEE Sensors Journal, v.26, no.2, pp.2978 - 2990
- Institute of Electrical and Electronics Engineers
- View : 12
- Download : 0
Article
EFRM: A Multimodal EEG–fNIRS Representation-learning Model for few-shot brain-signal classification
- 2025-12
- Computers in Biology and Medicine, v.199
- Elsevier
- View : 57
- Download : 0
Article
다중 스케일 시간 합성곱 신경망 기반 경량 낙상 감지모델
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- 강원석
- 2025-10
- 대한임베디드공학회논문지, v.20, no.5, pp.317 - 324
- 대한임베디드공학회
- View : 40
- Download : 0
- 2025-07
- IEEE Access, v.13, pp.128802 - 128816
- Institute of Electrical and Electronics Engineers
- View : 3102
- Download : 0
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- Kim, Soopil ;
- Chikontwe, Philip ;
- Shen, Li ;
- Park, Sang Hyun
- 2026-01
- Information Fusion, v.125
- Elsevier
- View : 3088
- Download : 0
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- Kim, Youngkyu ;
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- Kim, Haeyoung ;
- Kim, Kwang-Youl ;
- Kim, Eunjoo ;
- Koo, Gyogwon ;
- Lee, Yoonhee
- 2025-07
- Park, Soohyun. (2025-07). Deep Learning-Based Classification of NSCLC-Derived Extracellular Vesicles Using AFM Nanomechanical Signatures. Analytical Chemistry, 97(28), 15290–15298. doi: 10.1021/acs.analchem.5c02009
- American Chemical Society
- View : 857
- Download : 0
- Ko, Byung-Woo ;
- Bae, Young-Hyeon ;
- Yoon, Bumchul ;
- Yoon, Hyun-Soo ;
- Shin, Joon-Ho
- 2025-07
- Technology and Health Care, v.33, no.4, pp.1895 - 1904
- SAGE Publications
- View : 296
- Download : 0
Article
FedNN: Federated learning on concept drift data using weight and adaptive group normalizations
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- Kim, Soopil ;
- Jin, Kyong Hwan ;
- Adeli, Ehsan ;
- Pohl, Kilian M. ;
- Park, Sang Hyun
- 2024-05
- Kang, Myeongkyun. (2024-05). FedNN: Federated learning on concept drift data using weight and adaptive group normalizations. Pattern Recognition, 149. doi: 10.1016/j.patcog.2023.110230
- Elsevier
- View : 258
- Download : 0
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- Kim, Soopil ;
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- Adeli, Ehsan ;
- Pohl. Kilian M. ;
- Park, Sang Hyun
- 2025-10
- Kang, Myeongkyun. (2025-10). Efficient One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation. Medical Image Analysis, 105. doi: 10.1016/j.media.2025.103714
- Elsevier
- View : 480
- Download : 0
- 2025-04
- 구본근. (2025-04). 스마트 수술실 구축을 위한 환자 모니터링 핵심 기반 기술 연구. 한국산업정보학회논문지, 30(2), 1–12. doi: 10.9723/jksiis.2025.30.2.001
- 한국산업정보학회
- View : 271
- Download : 0
- Kim, Soopil ;
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- Jin, Kyong Hwan ;
- Adeli, Ehsan ;
- Pohl, Kilian M. ;
- Park, Sang Hyun
- 2025-05
- Kim, Soopil. (2025-05). Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation with Image Synthesis. IEEE Transactions on Medical Imaging, 44(5), 2079–2092. doi: 10.1109/TMI.2025.3525581
- Institute of Electrical and Electronics Engineers
- View : 311
- Download : 0
- Choi, Jiyeon ;
- Chun, Young-Hoon ;
- Eom, Seok Chan ;
- Oh, Daegun ;
- Kim, Youngwook
- 2025-03
- IEEE Transactions on Instrumentation and Measurement, v.74
- Institute of Electrical and Electronics Engineers
- View : 271
- Download : 0
- 2024-12
- 전현재. (2024-12). CARLA 시뮬레이터 기반 합성 평가 데이터셋을 활용한 극한 폭우 상황에서의 심층 신경망을 이용한 차선 인식 성능 평가. 자동차안전학회지, 16(4), 92–101. doi: 10.22680/kasa2024.16.4.092
- 사단법인 한국자동차안전학회
- View : 3141
- Download : 0
- 김해영 ;
- 김도윤 ;
- 반재필 ;
- 구교권 ;
- 정재진
- 2024-12
- 김해영. (2024-12). 터보팬의 잔여 유효 수명 예측을 위한 다수 소수 특징 추출 병렬 연결 합성곱 신경망. 국방품질연구논집, 6(2), 190–199. doi: 10.23199/jdqs.2024.6.2.020
- 국방기술품질원
- View : 338
- Download : 87
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- Kim, Jaehong ;
- Kim, Soopil ;
- Chikontwe, Philip ;
- Jung, Jiwook ;
- Jeon, Hyejeong ;
- Park, Sang Hyun
- 2024-12
- An, Sion. (2024-12). Few-shot anomaly detection using positive unlabeled learning with cycle consistency and co-occurrence features. Expert Systems with Applications, 256. doi: 10.1016/j.eswa.2024.124890
- Elsevier
- View : 304
- Download : 0