Yungcheol Byun

Orcid: 0000-0003-1107-9941

Affiliations:
  • 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 80 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

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

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

Multi-Fault Detection and Classification of Wind Turbines Using Stacking Classifier.
Sensors, 2022

XGBoost-Based Remaining Useful Life Estimation Model with Extended Kalman Particle Filter for Lithium-Ion Batteries.
Sensors, 2022

EEG-Based Emotion Classification Using Stacking Ensemble Approach.
Sensors, 2022

Voting Ensemble Approach for Enhancing Alzheimer's Disease Classification.
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

Machine Learning-Based Analysis of Cryptocurrency Market Financial Risk Management.
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
Hybrid Ensemble Deep Learning-Based Approach for Time Series Energy Prediction.
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

Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models.
Entropy, 2021

Improving the Cryptocurrency Price Prediction Performance Based on Reinforcement Learning.
IEEE Access, 2021

Fake Media Detection Based on Natural Language Processing and Blockchain Approaches.
IEEE Access, 2021

Selfie Segmentation in Video Using N-Frames Ensemble.
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

OEBR-GAN: Object Extraction and Background Recovery Generative Adversarial Networks.
IEEE Access, 2020

2019
Edge Detection in Roof Images Using Transfer Learning in CNN.
Proceedings of the Computational Science/Intelligence and Applied Informatics, 2019

Edge Detection using CNN for Roof Images.
Proceedings of the 2019 Asia Pacific Information Technology Conference, 2019

Edge detection for Roof Images using Transfer Learning.
Proceedings of the 18th IEEE/ACIS International Conference on Computer and Information Science, 2019

2018
Customer Prediction using Parking Logs with Recurrent Neural Networks.
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

Decision support system for agricultural management using prediction algorithm.
Proceedings of the 2013 IEEE/ACIS 12th International Conference on Computer and Information Science, 2013

2012
A User-Adaptive Augmented Reality System in Mobile Computing Environment.
Proceedings of the Software and Network Engineering, 2012

Energy-Efficient Fire Monitoring over Cluster-Based Wireless Sensor Networks.
Int. J. Distributed Sens. Networks, 2012

A Rule-based Parallel Processing to Speed-Up an Application.
Proceedings of the 14th IEEE International Conference on Commerce and Enterprise Computing, 2012

The Design and Implementation of Augmented Reality Learning Systems.
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

A Ubiquitous Homecare Service System Using a Wearable User Interface Device.
Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012

2011
Search Tree Generation for the Exception Handling of E-Commerce Delivery Process.
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

An Improved Data Encryption Standard to Secure Data Using Smart Cards.
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
Real-Time Data Stream Processing for Ubiquitous Home Network Systems.
Proceedings of the 4th International Conference on Multimedia and Ubiquitous Engineering, 2010

2009
ALE-Compliant RFID Middleware for Mobile Environment.
Proceedings of the 10th ACIS International Conference on Software Engineering, 2009

2008
Integration between WSNs and Internet based on Address Internetworking for Web.
Comput. Informatics, 2008

2007
Address Internetworking between WSNs and Internet supporting Web Services.
Proceedings of the 2007 International Conference on Multimedia and Ubiquitous Engineering (MUE 2007), 2007

2006
Anomaly Intrusion Detection Based on Clustering a Data Stream.
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
Intrusion Detection based on Clustering a Data Stream.
Proceedings of the Third ACIS International Conference on Software Engineering, 2005

Retrieving and Exploring Ontology-Based Human Motion Sequences.
Proceedings of the Computational Science and Its Applications, 2005

2001
Knowledge-Based Partial Matching: An Efficient Form Classification Method.
Proceedings of the Graphics Recognition Algorithms and Applications, 2001

Partial matching: an efficient form classification method.
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

Improved Techniques for an Iris Recognition System with High Performance.
Proceedings of the AI 2001: Advances in Artificial Intelligence, 2001

An Efficient Form Classification Method Using Partial Matching.
Proceedings of the AI 2001: Advances in Artificial Intelligence, 2001

2000
Form Classification Using DP Matching.
Proceedings of the Applied Computing 2000, 2000


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