Publications
74 publications
Developing Future Workforce Skills through Remote Practical Training
Computers and Education Open
OmniRestore: A Parameter-Efficient Framework for Universal Adverse-Weather Image Restoration
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops
PANDA: A Lightweight Digital Twin Framework for Smart Parking Management
Proceedings of the International Conference on Computing in Civil Engineering (i3CE)
A Digital Twin Framework for Sensor Selection and Microclimate Monitoring in Greenhouses
AgriEngineering
Advanced Multimodal Prediction of Components of Livestock Feed Materials Using Knowledge Distillation
IEEE Transactions on AgriFood Electronics
BridgeSync: A Digital Twin Framework for Secure and Intelligent Smart Bridge Monitoring
2025 Sixteenth International Conference on Ubiquitous and Future Networks (ICUFN)
Digital Twin and Metaverse-Enhanced Battery Management for Electric Vehicles
High-Confidence Computing
Enhancing Resilience in Specialty Crop Production in a Changing Climate through Smart Systems Adoption
Smart Agricultural Technology
Explainable AI for Interpretable and Model-Agnostic Energy Consumption Prediction
2025 IEEE Industry Applications Society Annual Meeting (IAS)
HyBaTwin: Web-Based Hybrid Digital Twin Platform for Electric Vehicle Battery Capacity Estimation
The Journal of Korean Institute of Communications and Information Sciences
Leveraging Digital Twin Technology for Battery Management: A Case Study Review
IEEE Access
MetaWatch: Trends, Challenges, and Future of Network Intrusion Detection in the Metaverse
IEEE Internet of Things Journal
PureTwin: A Reliable Non-Fungible Digital Twin Framework for Battery Management Systems
Proceedings of the 35th Joint Conference on Communication and Information (JCCI)
ThermaGuard: A Physics-Based Deep Learning Approach to Thermal Runaway in EV Batteries
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Towards the Adoption of Large Language Models for Interactive Digital Twin in Battery Management Systems
2025 Sixteenth International Conference on Ubiquitous and Future Networks (ICUFN)
Trustworthy Battery Management: A Digital Twin Approach Leveraging XAI and Blockchain
2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)
Wireless Communication Protocols for EV Digital Twin Battery Data Exchange
Journal of Communications and Networks
A Review of Intrusion Detection Techniques in MQTT-Enabled IoT Networks
2024 15th International Conference on Information and Communication Technology Convergence (ICTC)
EL-Alert: An Explainable Lightweight AST Model for Military Situational Awareness and Surveillance
2024 15th International Conference on Information and Communication Technology Convergence (ICTC)
Estimation of Physico-Chemical Properties of Soil Using Machine Learning
Smart Agricultural Technology
Evaluating Regression Techniques for Service Advisor Performance Analysis in Automotive Dealerships
Journal of Retailing and Consumer Services
Explainable Data-Driven Digital Twins for Predicting Battery States in Electric Vehicles
IEEE Access
Household Electricity Consumption Prediction: Comparing Neural Fitting Optimization Algorithms
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Metaverse in Advanced Manufacturing: Background, Applications, Limitations, Open Issues & Future Directions
ICT Express
ProphEn: Advanced Energy Forecasting for Korean Industries with Seasonal and Logistic Growth
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Prophet-Based Time Series Model for Automotive Sales Prediction
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
SHAP-Based Explainable Model-in-the-Loop for Digital Twins in Battery Management Systems
Proceedings of the 34th Joint Conference on Communication and Information (JCCI)
TwinMil: Semantic Segmentation-Based Digital Twin Framework for Military Surveillance
The 3rd International Conference on Mobile, Military and Maritime IT Convergence (ICMIC)
Zero-Trust Marine Cyberdefense for IoT-Based Communications: An Explainable Approach
Electronics
Automobile Service Upselling Feature Extraction Using Multiple Feature Importance Techniques
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Building a Metaverse for Transportation Systems: A Brief Review and Demonstration
2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN)
Cyber-Chameleon: A Moving Target Defence Mechanism for Metaverse Cyberattacks
Proceedings of the KICS Fall Conference
Data Visualization for Digital Twin-Based BMS Using Unreal Engine
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Data-Driven Battery Digital Twin in Unreal Engine
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Enhancing Security and Accountability in Autonomous Vehicles through Robust Speaker Identification and Blockchain-Based Event Recording
Electronics
Explainable Activity Detection and Classification: SHAP vs LIME
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Explainable Artificial Intelligence (XAI) for Intrusion Detection and Mitigation in Intelligent Connected Vehicles: A Review
Applied Sciences
Explainable Metaverse Ransomware Detection Using SHAP
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
From Clusters to Conversions: Enhancing Automotive Dealership Performance with Big Data Insights and XAI
Proceedings of the KICS Fall Conference
Leveraging Feature Importance Techniques for Automotive Recommendation System
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Machine Learning and IoT Orchestration for Smart Farm Monitoring of Fall Armyworm (FAW)
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
MetaHate: Text-Based Hate Speech Detection for Metaverse Applications Using Deep Learning
2023 14th International Conference on Information and Communication Technology Convergence (ICTC)
Metaverse and Digital Twin for BMS Using MATLAB and Unreal Engine
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Model Comparison and Selection for Battery Digital Twin Development Using PyBaMM
Proceedings of the 33rd Joint Conference on Communication and Information (JCCI)
Multi-Feature Concatenation for Speech Dependent Automatic Speaker Identification in Maritime Autonomous Vehicles
2023 2nd International Conference on Maritime IT Convergence (ICMIC)
Optimized Lightweight LSTM Model for SoC Estimation on the Edge
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Performance Comparison of Kalman Filtering Approaches for Digital Twin-Based Battery SoC Estimation
Proceedings of the 33rd Joint Conference on Communication and Information (JCCI)
Prospects and Challenges of Metaverse Application in Data-Driven Intelligent Transportation Systems
IET Intelligent Transport Systems
SHAP-Based Intrusion Detection Framework for Zero-Trust IoT Maritime Security
2023 2nd International Conference on Maritime IT Convergence (ICMIC)
“Creativia” Metaverse Platform for Exhibition Experience
2022 13th International Conference on Information and Communication Technology Convergence (ICTC)
Analysis of Deep Neural Networks-Based Digital Twin for Lithium-Ion Batteries
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Audio-Based Hate Speech Detection for the Metaverse Using CNN
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Deep Learning Based Data Fusion Methods for Multimodal Emotion Recognition
The Journal of Korean Institute of Communications and Information Sciences
Effective Industrial Internet of Things Vulnerability Detection Using Machine Learning
2022 5th Information Technology for Education and Development (ITED)
Evaluation of Language Translator Module for Metaverse Virtual Assistant
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Evaluation of Spectrograms for Keyword Spotting in Control of Autonomous Vehicles for the Metaverse
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Failure Threshold-Aware Battery SoC Estimation Using Machine Learning
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Predicting Target Data Rates for Dynamic Spectrum Allocation Using Gaussian Process Regression
ICT Express
Prospect and Industry Issues of Metaverse and Digital Twin Adoption in Nigerian Maritime
Proceedings of the 1st International Conference on Maritime IT Convergence (ICMIC)
Real-Time Deep Learning-Based Scene Recognition Model for Metaverse Applications
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Real-Time QR Code License Plate Detection in Vehicles Using Pyzbar
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Security in Metaverse: A Closer Look
Proceedings of the KICS Winter Conference
State-of-the-Art Object Detectors for Vehicle, Pedestrian, and Traffic Sign Detection for Smart Parking Systems
2022 13th International Conference on Information and Communication Technology Convergence (ICTC)
The Role of 5G Wireless Communication System in the Metaverse
2022 27th Asia-Pacific Conference on Communications (APCC)
BLER Performance Evaluation of an Enhanced Channel Autoencoder
Computer Communications
CGDNet: Efficient Hybrid Deep Learning Model for Robust Automatic Modulation Recognition
IEEE Networking Letters
Edge-Cloud Based Emotion Recognition System Using Facial Expressions and Voice
Proceedings of the Ergonomics Society of Korea Conference
Efficient Deep Learning Model for Data-Limited Modulation Recognition
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Optimizing Spectrum Sharing in UAV-to-UAV Cellular Communications
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Automatic Radar Waveform Recognition Using the Wigner-Ville Distribution and AlexNet-SVM
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Learning to Communicate with Autoencoders: Rethinking Wireless Systems with Deep Learning
2020 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)
Li-Ion Battery Voltage Response Forecasting Based on LSTM with Kalman Filter Correction
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
Low-Cost HIL Simulation Platform for BMS Multi-Configuration Power Supply
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference
SOH and RUL Prediction of Lithium-Ion Batteries Based on LSTM with Ensemble Health Indicators
Proceedings of the Korean Institute of Communications and Information Sciences (KICS) Conference