Yungcheol Byun
Orcid: 0000-0003-1107-9941Affiliations:
- Jeju National University, South Korea
- Electronics and Telecommunications Research Institute, South Korea (former)
- Yonsei University, South Korea (former)
According to our database1,
Yungcheol Byun
authored at least 86 papers
between 2000 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
GAN-based synthetic time-series data generation for improving prediction of demand for electric vehicles.
Expert Syst. Appl., 2025
2024
Multi-Directional Long-Term Recurrent Convolutional Network for Road Situation Recognition.
Sensors, July, 2024
Accurate remaining useful life estimation of lithium-ion batteries in electric vehicles based on a measurable feature-based approach with explainable AI.
J. Supercomput., March, 2024
Brain tumor detection with integrating traditional and computational intelligence approaches across diverse imaging modalities - Challenges and future directions.
Comput. Biol. Medicine, 2024
Enhancing Early-Stage Diabetic Retinopathy Detection Using a Weighted Ensemble of Deep Neural Networks.
IEEE Access, 2024
Early Detection of Multiclass Skin Lesions Using Transfer Learning-Based IncepX-Ensemble Model.
IEEE Access, 2024
Enhanced Sentiment Analysis and Topic Modeling During the Pandemic Using Automated Latent Dirichlet Allocation.
IEEE Access, 2024
Toward Improving Breast Cancer Classification Using an Adaptive Voting Ensemble Learning Algorithm.
IEEE Access, 2024
2023
Highly imbalanced fault classification of wind turbines using data resampling and hybrid ensemble method approach.
Eng. Appl. Artif. Intell., November, 2023
A CNN-GRU Approach to the Accurate Prediction of Batteries' Remaining Useful Life from Charging Profiles.
Comput., October, 2023
A Synthetic Data Generation Technique for Enhancement of Prediction Accuracy of Electric Vehicles Demand.
Sensors, January, 2023
Enhancing Quality Control in Web-based Participatory Augmented Reality Business Card Information System Design.
Sensors, 2023
A Novel Approach for Predicting Remaining Useful Life and Capacity Fade in Lithium-Ion Batteries Using Hybrid Machine Learning.
IEEE Access, 2023
Optimizing Battery RUL Prediction of Lithium-Ion Batteries Based on Harris Hawk Optimization Approach Using Random Forest and LightGBM.
IEEE Access, 2023
Lightweight EfficientNetB3 Model Based on Depthwise Separable Convolutions for Enhancing Classification of Leukemia White Blood Cell Images.
IEEE Access, 2023
Enhancing Predictive Battery Maintenance Through the Use of Explainable Boosting Machine.
Proceedings of the Novel & Intelligent Digital Systems: Proceedings of the 3rd International Conference (NiDS 2023), 2023
Augmented Intelligence Assisted Deep Learning Approach for Multi-Class Skin Cancer Classification.
Proceedings of the Novel & Intelligent Digital Systems: Proceedings of the 3rd International Conference (NiDS 2023), 2023
2022
Short-Term Energy Forecasting Using Machine-Learning-Based Ensemble Voting Regression.
Symmetry, 2022
Analysis of the Security and Reliability of Cryptocurrency Systems Using Knowledge Discovery and Machine Learning Methods.
Sensors, 2022
Knowledge Discovery on Cryptocurrency Exchange Rate Prediction Using Machine Learning Pipelines.
Sensors, 2022
Sensors, 2022
XGBoost-Based Remaining Useful Life Estimation Model with Extended Kalman Particle Filter for Lithium-Ion Batteries.
Sensors, 2022
Sensors, 2022
Enhancing classification of cells procured from bone marrow aspirate smears using generative adversarial networks and sequential convolutional neural network.
Comput. Methods Programs Biomed., 2022
IEEE Access, 2022
Blockchain-Based Event Detection and Trust Verification Using Natural Language Processing and Machine Learning.
IEEE Access, 2022
A Hybrid GAN-Based Approach to Solve Imbalanced Data Problem in Recommendation Systems.
IEEE Access, 2022
Prediction of the Battery State Using the Digital Twin Framework Based on the Battery Management System.
IEEE Access, 2022
A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax Using Class-Imbalanced Chest X-Rays Dataset.
IEEE Access, 2022
IncepX-Ensemble: Performance Enhancement Based on Data Augmentation and Hybrid Learning for Recycling Transparent PET Bottles.
IEEE Access, 2022
An Ensemble Architecture Based on Deep Learning Model for Click Fraud Detection in Pay-Per-Click Advertisement Campaign.
IEEE Access, 2022
Classification of advertisement articles using sentiment analysis: (Research-based on Korean natural language processing and deep learning technology).
Proceedings of the 2022 6th International Conference on Natural Language Processing and Information Retrieval, 2022
2021
Symmetry, 2021
Extreme Gradient Boosting for Recommendation System by Transforming Product Classification into Regression Based on Multi-Dimensional Word2Vec.
Symmetry, 2021
A Framework of Vehicular Security and Demand Service Prediction Based on Data Analysis Integrated with Blockchain Approach.
Sensors, 2021
Integration of Blockchain, IoT and Machine Learning for Multistage Quality Control and Enhancing Security in Smart Manufacturing.
Sensors, 2021
Topic prediction and knowledge discovery based on integrated topic modeling and deep neural networks approaches.
J. Intell. Fuzzy Syst., 2021
Entropy, 2021
Improving the Cryptocurrency Price Prediction Performance Based on Reinforcement Learning.
IEEE Access, 2021
IEEE Access, 2021
2020
Toward Improving the Prediction Accuracy of Product Recommendation System Using Extreme Gradient Boosting and Encoding Approaches.
Symmetry, 2020
Toward Social Media Content Recommendation Integrated with Data Science and Machine Learning Approach for E-Learners.
Symmetry, 2020
Towards a Secure Thermal-Energy Aware Routing Protocol in Wireless Body Area Network Based on Blockchain Technology.
Sensors, 2020
IoT-Blockchain Enabled Optimized Provenance System for Food Industry 4.0 Using Advanced Deep Learning.
Sensors, 2020
Smart Contract Centric Inference Engine For Intelligent Electric Vehicle Transportation System.
Sensors, 2020
Topic modeling in short-text using non-negative matrix factorization based on deep reinforcement learning.
J. Intell. Fuzzy Syst., 2020
A Blockchain-Based Secure Image Encryption Scheme for the Industrial Internet of Things.
Entropy, 2020
A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax using Class-Imbalanced Chest X-rays Dataset.
CoRR, 2020
Clifford Geometric Algebra-Based Approach for 3D Modeling of Agricultural Images Acquired by UAVs.
IEEE Access, 2020
Genetic Algorithm Based Optimized Feature Engineering and Hybrid Machine Learning for Effective Energy Consumption Prediction.
IEEE Access, 2020
IEEE Access, 2020
2019
Proceedings of the Computational Science/Intelligence and Applied Informatics, 2019
Proceedings of the 2019 Asia Pacific Information Technology Conference, 2019
Proceedings of the 18th IEEE/ACIS International Conference on Computer and Information Science, 2019
2018
Int. J. Networked Distributed Comput., 2018
2017
A Unique One-Time Password Table Sequence Pattern Authentication: Application to Bicol University Union of Federated Faculty Association, Inc. (BUUFFAI) eVoting System.
CoRR, 2017
2013
Efficient Sensor Localization for Indoor Environments Using Classification of Link Quality Patterns.
Int. J. Distributed Sens. Networks, 2013
Proceedings of the 2013 IEEE/ACIS 12th International Conference on Computer and Information Science, 2013
2012
Proceedings of the Software and Network Engineering, 2012
Int. J. Distributed Sens. Networks, 2012
Proceedings of the 14th IEEE International Conference on Commerce and Enterprise Computing, 2012
Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012
Ultrasonic Key Recognition: Security Algorithm for Pre-composed High Frequency Sound as a Mode of Unlocking a Security Lock.
Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012
Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012
2011
Comput. Informatics, 2011
Data Extraction Using Preprocessing Compression Based on LZW to Improve DB Performance.
Proceedings of the 9th International Conference on Software Engineering Research, 2011
Proceedings of the 9th International Conference on Software Engineering Research, 2011
Automated Video Surveillance for Monitoring Intrusions Using Intelligent Middleware Based on Neural Network.
Proceedings of the Communication and Networking, 2011
Hierarchical Clustering and Association Rule Discovery Process for Efficient Decision Support System.
Proceedings of the Communication and Networking, 2011
SMS-Based Automatic Billing System of Household Power Consumption Based on Active Experts Messaging.
Proceedings of the Communication and Networking, 2011
2010
Proceedings of the 4th International Conference on Multimedia and Ubiquitous Engineering, 2010
2009
Proceedings of the 10th ACIS International Conference on Software Engineering, 2009
2008
Comput. Informatics, 2008
2007
Proceedings of the 2007 International Conference on Multimedia and Ubiquitous Engineering (MUE 2007), 2007
2006
Proceedings of the Information Security, 9th International Conference, 2006
Performance Evaluation of Parallel Systems Employing Roll-Forward Checkpoint Schemes.
Proceedings of the Computational Science and Its Applications, 2006
2005
Proceedings of the Third ACIS International Conference on Software Engineering, 2005
Proceedings of the Computational Science and Its Applications, 2005
2001
Proceedings of the Graphics Recognition Algorithms and Applications, 2001
Proceedings of the Document Recognition and Retrieval VIII, 2001
A Model of Unconstrained Digit Recognition Based on Hypothesis Testing and Data Reconstruction.
Proceedings of the AI 2001: Advances in Artificial Intelligence, 2001
Proceedings of the AI 2001: Advances in Artificial Intelligence, 2001
Proceedings of the AI 2001: Advances in Artificial Intelligence, 2001
2000
Proceedings of the Applied Computing 2000, 2000