All Stories

  1. Arc-Fault Detection Using Stage-Wise Alignment and Feature Fusion of Dual Learnable Time–Frequency Representations

    Article • Sensors, August 2026, MDPI AG

    Ji-Hoon Bae

  2. HRKT: Hierarchical Recurrent Knowledge Tracing for Efficient Transformer-Based Long-Sequence Modeling

    Article • August 2026, ACM (Association for Computing Machinery)

    Ji-Hoon Bae

  3. Resource-Aware Call Admission Control in Integrated Access and Backhaul Networks: Design and Performance Analysis

    Article • IEEE Access, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  4. Transformer-based Knowledge Tracing Model Reflecting Cognitive Science-Informed Forgetting Effects

    Article • The Journal of Korean Institute of Information Technology, November 2025, Korean Institute of Information Technology

    Ji-Hoon Bae

  5. Deep Feature Fusion via Transfer Learning for Multi-Class Network Intrusion Detection

    Article • Applied Sciences, April 2025, MDPI AG

    Ji-Hoon Bae

  6. Multi-Scale Residual Attention Network based on Multi-Level Discrete Wavelet Transform for Arc Fault Classification

    Article • The Journal of Korean Institute of Information Technology, February 2025, Korean Institute of Information Technology

    Ji-Hoon Bae

  7. Feature Fusion Model Using Transfer Learning and Bidirectional Attention Mechanism for Plant Pipeline Leak Detection

    Article • Applied Sciences, January 2025, MDPI AG

    Ji-Hoon Bae

  8. DF-TAC arc Net: Domain Fusion-Based DC Arc-Fault Classification Using Temporal Adaptive Method for Distributed Energy Resources

    Article • IEEE Access, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  9. Study on Multi-Distributed Resource Arc Fault Detection using Unsupervised Learning-based Autoencoder Model

    Article • The Journal of Korean Institute of Information Technology, September 2024, Korean Institute of Information Technology

    Ji-Hoon Bae

  10. Automatic Weight Redistribution Ensemble Model Based on Transfer Learning to Use in Leak Detection for the Power Industry

    Article • Sensors, August 2024, MDPI AG

    Ji-Hoon Bae

  11. Study on a Convolutional Neural Network Model for Attack Type Classification in the Field of Network Intrusion Detection

    Article • The Journal of Korean Institute of Information Technology, July 2024, Korean Institute of Information Technology

    Ji-Hoon Bae

  12. Study on a Deep Learning-based Radar Signal Detection Model using Spectrogram Images

    Article • The Journal of Korean Institute of Information Technology, July 2024, Korean Institute of Information Technology

    Ji-Hoon Bae

  13. Performance Comparison Study of Containerd and CRI-O in Kubernetes Environment

    Article • The Journal of Korean Institute of Information Technology, June 2024, Korean Institute of Information Technology

    Ji-Hoon Bae

  14. Series‐arc‐fault diagnosis using feature fusion‐based deep learning model

    Article • ETRI Journal, June 2024, Wiley

    Ji-Hoon Bae

  15. Unsupervised Learning-Based Plant Pipeline Leak Detection Using Frequency Spectrum Feature Extraction and Transfer Learning

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  16. Study on Autoencoder-based Plant Piping Leak Detection

    Article • The Journal of Korean Institute of Information Technology, November 2023, Korean Institute of Information Technology

    Ji-Hoon Bae

  17. Study on an Ensemble Model for Pipe Leak Detection based on Multi-mode Feature Fusion

    Article • The Journal of Korean Institute of Information Technology, October 2023, Korean Institute of Information Technology

    Ji-Hoon Bae

  18. TL–LEDarcNet: Transfer Learning Method for Low-Energy Series DC Arc-Fault Detection in Photovoltaic Systems

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  19. A Study on Transfer Learning-based Ensemble Model for Classification of Maneuver Weapon System

    Article • The Journal of Korean Institute of Information Technology, December 2021, Korean Institute of Information Technology

    Ji-Hoon Bae

  20. Design of Open System Architecture and Data Model for Upgrading Ground based Weapon System

    Article • The Journal of Korean Institute of Information Technology, December 2021, Korean Institute of Information Technology

    Ji-Hoon Bae

  21. Deep‐learning‐based nuclear power plant fault detection using remote light‐emitting diode array data transmission

    Article • Microwave and Optical Technology Letters, July 2021, Wiley

    Ji-Hoon Bae

  22. Analysis of Risk Factors for COVID-19 Death based on Regional Characteristics Data

    Article • The Journal of Korean Institute of Information Technology, June 2021, Korean Institute of Information Technology

    Ji-Hoon Bae

  23. Development of an Analysis System to Support the Determination of Whether to Separate the Evaluation of Majors and Non-Majors

    Article • The Journal of Korean Institute of Information Technology, May 2021, Korean Institute of Information Technology

    Ji-Hoon Bae

  24. Adversarial Optimization-Based Knowledge Transfer of Layer-Wise Dense Flow for Image Classification

    Article • Applied Sciences, April 2021, MDPI AG

    Ji-Hoon Bae

  25. Compressive sensing‐based two‐dimensional scattering‐center extraction for incomplete RCS data

    Article • ETRI Journal, May 2020, Wiley

    Ji-Hoon Bae

  26. Important Parameter Optimized Flow-based Transfer Learning Technique Supporting Heterogeneous Teacher Network Based on Deep Learning

    Article • The Journal of Korean Institute of Information Technology, March 2020, Korean Institute of Information Technology

    Ji-Hoon Bae

  27. Densely Distilled Flow-Based Knowledge Transfer in Teacher-Student Framework for Image Classification

    Article • IEEE Transactions on Image Processing, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  28. Teacher-student framework-based knowledge transfer with incremental block-wise retraining

    Article • Electronics Letters, August 2019, the Institution of Engineering and Technology (the IET)

    Ji-Hoon Bae

  29. Multiple Flow-based Knowledge Transfer via Adversarial Networks

    Article • Electronics Letters, July 2019, the Institution of Engineering and Technology (the IET)

    Ji-Hoon Bae

  30. Layer‐wise hint‐based training for knowledge transfer in a teacher‐student framework

    Article • ETRI Journal, January 2019, Wiley

    Ji-Hoon Bae

  31. Bistatic ISAR Imaging and Scaling of Highly Maneuvering Target With Complex Motion via Compressive Sensing

    Article • IEEE Transactions on Aerospace and Electronic Systems, December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  32. A study on Improvement of Resource Efficiency for IoT-based Pipe Leak Detection

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  33. Deep-Learning-Based Pipe Leak Detection Using Image-Based Leak Features

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  34. Sequential Knowledge Transfer in Teacher-Student Framework Using Densely Distilled Flow-Based Information

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  35. Classification of ISAR Images Using Variable Cross-Range Resolutions

    Article • IEEE Transactions on Aerospace and Electronic Systems, October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae, Professor Seungjae Lee

  36. Acoustic data condensation to enhance pipeline leak detection

    Article • Nuclear Engineering and Design, February 2018, Elsevier

    Ji-Hoon Bae

  37. A Framework on Semantic Thing Retrieval Method in IoT and IoE Environment

    Article • January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  38. Bistatic-ISAR Cross-Range Scaling

    Article • IEEE Transactions on Aerospace and Electronic Systems, August 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  39. A Gift from Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  40. Efficient ISAR Autofocus Technique Using Eigenimages

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, February 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  41. EFFICIENT RANGE ALIGNMENT ALGORITHM FOR REAL-TIME RANGE-DOPPLER ALGORITHM

    Article • Progress In Electromagnetics Research C, January 2017, EMW Publishing

    Ji-Hoon Bae

  42. Efficient ISAR autofocus via minimization of Tsallis Entropy

    Article • IEEE Transactions on Aerospace and Electronic Systems, December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  43. ISAR Cross-Range Scaling Using Iterative Processing via Principal Component Analysis and Bisection Algorithm

    Article • IEEE Transactions on Signal Processing, August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  44. ISAR cross-range scaling via joint estimation of rotation center and velocity

    Article • IEEE Transactions on Aerospace and Electronic Systems, August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  45. Bistatic ISAR image reconstruction using sparse-recovery interpolation of missing data

    Article • IEEE Transactions on Aerospace and Electronic Systems, June 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  46. ISAR cross-range scaling via joint estimation of rotation center and velocity [Correspondence]

    Article • IEEE Transactions on Aerospace and Electronic Systems, June 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  47. Acceleration of monostatic shooting and bouncing ray method for inverse synthetic aperture radar image generation

    Article • Microwave and Optical Technology Letters, May 2016, Wiley

    Ji-Hoon Bae, Professor Seungjae Lee

  48. ISAR autofocus by minimizing entropy of eigenimages

    Article • May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  49. Isar rotational motion compensation algorithm using polynomial phase transform

    Article • Microwave and Optical Technology Letters, April 2016, Wiley

    Ji-Hoon Bae, Professor Seungjae Lee

  50. Compressive sensing-based algorithm for one-dimensional scattering center extraction

    Article • Microwave and Optical Technology Letters, March 2016, Wiley

    Ji-Hoon Bae

  51. Analysis of Target Identification Performances against the Moving Targets Using a Bistatic Radar

    Article • The Journal of Korean Institute of Electromagnetic Engineering and Science, February 2016, Korean Institute of Electromagnetic Engineering and Science

    Ji-Hoon Bae

  52. A Study on the Rotational Motion Compensation Method for ISAR Imaging

    Article • The Journal of Korean Institute of Electromagnetic Engineering and Science, January 2016, Korean Institute of Electromagnetic Engineering and Science

    Ji-Hoon Bae

  53. 3-D Multiple-Input Multiple-Output Interferometric ISAR Imaging

    Article • The Journal of Korean Institute of Electromagnetic Engineering and Science, June 2015, Korean Institute of Electromagnetic Engineering and Science

    Ji-Hoon Bae

  54. Modeling and Simulation of New Encoding Schemes for High-Speed UHF RFID Communication

    Article • ETRI Journal, April 2015, Wiley

    Ji-Hoon Bae

  55. Performance of Sparse Recovery Algorithms for the Reconstruction of Radar Images From Incomplete RCS Data

    Article • IEEE Geoscience and Remote Sensing Letters, April 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  56. Comparison of reconstruction accuracy of sparse recovery algorithms for gapped RCS data

    Article • Microwave and Optical Technology Letters, March 2015, Wiley

    Ji-Hoon Bae

  57. Classification of ISAR images using sparse recovery algorithms

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  58. Simultaneous estimation of rotation velocity and center for ISAR cross-range scaling

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  59. ISAR Cross-Range Scaling for a Maneuvering Target

    Article • The Journal of Korean Institute of Electromagnetic Engineering and Science, October 2014, Korean Institute of Electromagnetic Engineering and Science

    Ji-Hoon Bae

  60. A Study on the ISAR Image Reconstruction Algorithm Using Compressive Sensing Theory under Incomplete RCS Data

    Article • The Journal of Korean Institute of Electromagnetic Engineering and Science, September 2014, Korean Institute of Electromagnetic Engineering and Science

    Ji-Hoon Bae

  61. A Study on the Formulation of High Resolution Range Profile and ISAR Image Using Sparse Recovery Algorithm

    Article • The Journal of Korean Institute of Electromagnetic Engineering and Science, April 2014, Korean Institute of Electromagnetic Engineering and Science

    Ji-Hoon Bae

  62. Slot-array antenna for UHF RFID shelf applications

    Article • Microwave and Optical Technology Letters, April 2013, Wiley

    Ji-Hoon Bae

  63. Design of Reader Baseband Receiver Structure for Demodulating Backscattered Tag Signal in a Passive RFID Environment

    Article • ETRI Journal, April 2012, Wiley

    Ji-Hoon Bae

  64. Design of Reader Baseband Receiver Structure for Demodulating Backscattered Tag Signal in a Passive RFID Environment

    Article • ETRI Journal, April 2012, Wiley

    Ji-Hoon Bae

  65. Design and Implementation of Reader Baseband Receiver Structure in a Passive RFID Environment

    Article • July 2011, IntechOpen

    Ji-Hoon Bae

  66. U-shaped slot-array antenna for RFID shelf in the UHF

    Article • July 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  67. Study on the reader baseband receiver structure for the demodulation of subcarrier signal in a passive RFID environment

    Article • Microwave and Optical Technology Letters, March 2011, Wiley

    Ji-Hoon Bae

  68. Near-field antenna for a radio frequency identification shelf in the UHF band

    Article • IET Microwaves Antennas & Propagation, January 2010, the Institution of Engineering and Technology (the IET)

    Ji-Hoon Bae

  69. Near-field antenna for RFID smart shelf in UHF

    Article • June 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  70. STUDY ON THE DEMODULATION STRUCTURE OF READER RECEIVER IN A PASSIVE RFID ENVIRONMENT

    Article • Progress In Electromagnetics Research, January 2009, EMW Publishing

    Ji-Hoon Bae

  71. Small RFID tag antenna for metallic surface

    Article • December 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  72. A small RFID tag antenna using proximity-coupling to identify metallic objects

    Article • Microwave and Optical Technology Letters, November 2008, Wiley

    Ji-Hoon Bae

  73. RFID Tag Antenna Coupled by Shorted Microstrip Line for Metallic Surfaces

    Article • ETRI Journal, August 2008, Wiley

    Ji-Hoon Bae

  74. A small RFID tag antenna to identify metallic objects

    Article • July 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  75. Platform-insensitive antenna for RFID sensor tag in the UHF band

    Article • June 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  76. An RFID Tag Using a Planar Inverted-F Antenna Capable of Being Stuck to Metallic Objects

    Article • ETRI Journal, April 2006, Wiley

    Ji-Hoon Bae

  77. RFID tag antenna with a meandered dipole and inductively coupled feed

    Article • January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  78. Design of Steerable Linear and Planar Array Geometry with Non-uniform Spacing for Side-Lobe Reduction

    Article • IEICE Transactions on Communications, January 2005, Institute of Electronics, Information and Communications Engineers (IEICE)

    Ji-Hoon Bae

  79. Design of Scannable Non-uniform Planar Array Structure for Maximum Side-Lobe Reduction

    Article • ETRI Journal, February 2004, Wiley

    Ji-Hoon Bae

  80. Active phase shifter module for satellite communications at Ka-band

    Article • January 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  81. Ka-band multi-beam antenna

    Article • January 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  82. Effect of AR model-based data extrapolation on target recognition performance

    Article • IEEE Transactions on Antennas and Propagation, April 2003, Institute of Electrical & Electronics Engineers (IEEE)

    Ji-Hoon Bae

  83. Design of steerable non-uniform linear array geometry for side-lobe reduction

    Article • Microwave and Optical Technology Letters, February 2003, Wiley

    Ji-Hoon Bae

  84. Performance of spatial smoothing algorithms for radar signature modelling

    Article • Electronics Letters, January 2001, the Institution of Engineering and Technology (the IET)

    Ji-Hoon Bae

  85. Study of the experimental performance of AR-based data-extrapolation algorithms for high-resolution radar imaging

    Article • Microwave and Optical Technology Letters, January 2001, Wiley

    Ji-Hoon Bae