Ji‐Hoon Bae

Engineering · Physical Sciences

19h-index2.6kcitations122works1.42yr avg
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Research Topics

Advanced SAR Imaging Techniques(24), RFID technology advancements(20), Antenna Design and Analysis(19), Microwave Imaging and Scattering Analysis(14), Energy Harvesting in Wireless Networks(13)

Publications122 total

LLM-based Animation Reframing for Short-Form Video
Journal of Broadcast Engineering·2026Open Access
Transformer-based Knowledge Tracing Model Reflecting Cognitive Science-Informed Forgetting Effects
The Journal of Korean Institute of Information Technology·2025
Deep Feature Fusion via Transfer Learning for Multi-Class Network Intrusion Detection
Applied Sciences·2025· 5 citedOpen Access
Exploiting machine learning clustering methods to optimize OPC model
2025
Multi-Scale Residual Attention Network based on Multi-Level Discrete Wavelet Transform for Arc Fault Classification
The Journal of Korean Institute of Information Technology·2025
Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge
arXiv (Cornell University)·2025Open Access
Low output current ripple Weinberg converter for battery discharge regulators in geostationary satellites
Journal of Power Electronics·2025
Feature Fusion Model Using Transfer Learning and Bidirectional Attention Mechanism for Plant Pipeline Leak Detection
Applied Sciences·2025· 1 citedOpen Access
DF-TAC <sup>arc</sup> Net: Domain Fusion-Based DC Arc-Fault Classification Using Temporal Adaptive Method for Distributed Energy Resources
IEEE Access·2025Open Access
Application of Computer Automatic Diagnostics Using Deep Learning Algorithms in Ultrasound Images of Shoulders
The Journal of Next-generation Convergence Technology Association·2024
Uncertainty-aware Rehearsal-based Continual Learning
Moving Image & Technology (MINT)·2024
Study on Multi-Distributed Resource Arc Fault Detection using Unsupervised Learning-based Autoencoder Model
The Journal of Korean Institute of Information Technology·2024
Automatic Weight Redistribution Ensemble Model Based on Transfer Learning to Use in Leak Detection for the Power Industry
Sensors·2024· 2 citedOpen Access
Study on a Convolutional Neural Network Model for Attack Type Classification in the Field of Network Intrusion Detection
The Journal of Korean Institute of Information Technology·2024
Study on a Deep Learning-based Radar Signal Detection Model using Spectrogram Images
The Journal of Korean Institute of Information Technology·2024
Performance Comparison Study of Containerd and CRI-O in Kubernetes Environment
The Journal of Korean Institute of Information Technology·2024· 1 cited
Series‐arc‐fault diagnosis using feature fusion‐based deep learning model
ETRI Journal·2024· 6 citedOpen Access
Unsupervised Learning-Based Plant Pipeline Leak Detection Using Frequency Spectrum Feature Extraction and Transfer Learning
IEEE Access·2024· 10 citedOpen Access
Study on Autoencoder-based Plant Piping Leak Detection
The Journal of Korean Institute of Information Technology·2023· 1 cited
Study on an Ensemble Model for Pipe Leak Detection based on Multi-mode Feature Fusion
The Journal of Korean Institute of Information Technology·2023· 1 cited
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Frequent Co-authors

Kyung‐Tae Kim(17), Wonkyu Choi(11), Cheol‐Sig Pyo(10), Byung‐Soo Kang(9), Min‐Seok Kang(7), Gil‐Young Choi(7), Eunjung Yang(6), Seonghyeon Lee(5), Jong-Suk Chae(5), Doyeob Yeo(5), Junho Yim(3), Junmo Kim(3), Song‐Yi Park(3), Myung‐Min Oh(3), Chan-Hong Kim(3), Se Won Oh(2), Doo-Byung Yoon(2), Gwan Joong Kim(2), Nae-Soo Kim(2), Jeong‐Seok Kim(2)