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