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Department of Software and Computer Engineering
College of Computing and Informatics
Ajou University
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Graph-Based Multi-Task Transfer Learning for Fault Detection and Diagnosis of Few-Shot Analog Circuits
Gao, Zhongyu;
Yan, Aibin;
Huang, Zhengfeng;
Cui, Jie;
Roh, Byeong Hee
;
Liu, Guangzhu;
Girard, Patrick;
Wen, Xiaoqing
2025-01-01
IEEE Internet of Things Journal
Institute of Electrical and Electronics Engineers Inc.
FMD-IoV: Security and Robust Enhancement for Federated Multi-Domain Learning-Based IoV
Zhang, Chunjiong;
Shan, Gaoyang
;
Roh, Byeong Hee
2025-01-01
IEEE Transactions on Intelligent Transportation Systems
Institute of Electrical and Electronics Engineers Inc.
mm-FERP: An effective method for human personality prediction via mm-wave radar using facial sensing
Imran, Naveed;
Zhang, Jian;
Yang, Zheng;
Ali, Jehad
2025-01-01
Information Processing and Management, Vol.62 No.1
Elsevier Ltd
Dynamic Reinforcement Learning for Optimal Go AI Training: Adaptive Adjustment and Optimization
Zhang, Chunjiong;
Shan, Gaoyang
;
Lim, Junghyun;
Roh, Byeong Hee
2025-01-01
IEEE Transactions on Consumer Electronics
Institute of Electrical and Electronics Engineers Inc.
A deep dive into cybersecurity solutions for AI-driven IoT-enabled smart cities in advanced communication networks
Ali, Jehad
;
Kumar Singh, Sushil;
Jiang, Weiwei;
Alenezi, Abdulmajeed M.;
Islam, Muhammad;
Ibrahim Daradkeh, Yousef;
Mehmood, Asif
2025-01-01
Computer Communications, Vol.229
Elsevier B.V.
Intelligent Spatial Anomaly Activity Recognition Method Based on Ontology Matching
Zhao, Longgang;
Lee, Seok Won
2025-01-01
Computers, Materials and Continua, Vol.83 No.3, pp.4447-4476
Tech Science Press
Intrusion Detection in NSL-KDD Dataset Using Hybrid Self-Organizing Map Model
Iftikhar, Noveela;
Rehman, Mujeeb Ur;
Shah, Mumtaz Ali;
Alenazi, Mohammed J.F.;
Ali, Jehad
2025-01-01
CMES - Computer Modeling in Engineering and Sciences, Vol.143 No.1, pp.639-671
Tech Science Press
Enhancing Voice Phishing Detection Using Multilingual Back-Translation and SMOTE: An Empirical Study
oa mark
Boussougou, Milandu Keith Moussavou;
Hamandawana, Prince
;
Park, Dong Joo
2025-01-01
IEEE Access, Vol.13, pp.37946-37965
Institute of Electrical and Electronics Engineers Inc.
Analyzing to discover origins of CNNs and ViT architectures in medical images
oa mark
Oh, Seungmin;
Kim, Namkug;
Ryu, Jongbin
2024-12-01
Scientific Reports, Vol.14 No.1
Nature Research
Bi-PredRNN: An Enhanced PredRNN++ with a Bidirectional Network for Spatiotemporal Sequence Prediction
oa mark
Han, Seung Hyun;
Cho, Da Jung
;
Chung, Tae Sun
2024-12-01
Electronics (Switzerland), Vol.13 No.24
Multidisciplinary Digital Publishing Institute (MDPI)
Building Traceability Between Functional Requirements and Component Architecture Elements in Embedded Software Using Structured Features
oa mark
Yoo, Insun;
Park, Hyoseung;
Lee, Seok Won
;
Ryu, Ki Yeol
2024-12-01
Applied Sciences (Switzerland), Vol.14 No.23
Multidisciplinary Digital Publishing Institute (MDPI)
Staleness aware semi-asynchronous federated learning
Yu, Miri;
Choi, Jiheon;
Lee, Jaehyun;
Oh, Sangyoon
2024-11-01
Journal of Parallel and Distributed Computing, Vol.193
Academic Press Inc.
Speed-Dedup: A New Deduplication Framework for Enhanced Performance and Reduced Overhead in Scale-Out Storage
oa mark
Hamandawana, Prince
;
Cho, Da Jung
;
Chung, Tae Sun
2024-11-01
Electronics (Switzerland), Vol.13 No.22
Multidisciplinary Digital Publishing Institute (MDPI)
An effective deep-Q learning scheme for QoS improvement in physical layer of software-defined networks
Alenazi, Mohammed J.F.;
Ali, Jehad
2024-10-01
Physical Communication, Vol.66
Elsevier B.V.
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge
oa mark
Holste, Gregory;
Zhou, Yiliang;
Wang, Song;
Jaiswal, Ajay;
Lin, Mingquan;
Zhuge, Sherry;
Yang, Yuzhe;
Kim, Dongkyun;
Nguyen-Mau, Trong Hieu;
Tran, Minh Triet;
et al
2024-10-01
Medical Image Analysis, Vol.97
Elsevier B.V.
Text-free diffusion inpainting using reference images for enhanced visual fidelity
oa mark
Kim, Beomjo;
Sohn, Kyung Ah
2024-10-01
Pattern Recognition Letters, Vol.186, pp.221-228
Elsevier B.V.
Unsupervised Security Threats Identification for Heterogeneous Events
oa mark
Jang, Young In;
Choi, Seungoh;
Min, Byung Gil;
Choi, Young June
2024-10-01
Electronics (Switzerland), Vol.13 No.20
Multidisciplinary Digital Publishing Institute (MDPI)
Analyzing VR Game User Experience by Genre: A Text-Mining Approach on Meta Quest Store Reviews
oa mark
Yoon, Dong Min;
Han, Seung Hyun;
Park, Inyoung;
Chung, Tae Sung
2024-10-01
Electronics (Switzerland), Vol.13 No.19
Multidisciplinary Digital Publishing Institute (MDPI)
Attentional bias for hands: Cascade dual-decoder transformer for sign language production
oa mark
Ma, Xiaohan;
Jin, Rize;
Wang, Jianming;
Chung, Tae Sun
2024-08-01
IET Computer Vision, Vol.18 No.5, pp.696-708
John Wiley and Sons Inc
오픈 소스 구현 구조: 이기종 IoT 플랫폼에서의 데이터 시각화 방법
임정현;
여요쉰;
산가오양;
노병희
2024-08
한국차세대컴퓨팅학회 논문지, Vol.20 No.4, pp.21-33
한국차세대컴퓨팅학회
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