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Yung-Cheol Byun

jeju national university

37H-index
250Paper Count
4.5KCitation Count
Published Papers 75
Publication Date
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PV-JSSR: Joint super-resolution and segmentation with cross-task interaction for photovoltaic panel mapping from multi-resolution imagery
errApplied Energy
IF11
err2026-08-18
err0
PREAI
errAmreen Batool; Yong-Won Kim; Yung-Cheol Byun
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ProphetBoost: A hybrid pipeline for accurate and transparent electricity load forecasting
errComputers and Electrical Engineering
IF4.9
err2026-06-09
err0
PREAI
errNazrul Amin; Yong-Woon Kim; Yung-Cheol Byun
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errSave
Cost-aware evolutionary framework for multi-objective coordination of electric vehicle charging under grid tariffs
errJournal of Energy Storage
IF9.8
err2026-05-18
err0
PREAI
errMuhammad Waqar; Yong-Woon Kim; Chulung Kang; Yung-Cheol Byun
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errSave
Generative AI meets classical control: hybrid few-shot PI tuning for autonomous robots
errPeerJ Computer Science
IF2.5
err2026-04-27
err0
PREAI
errNazir, Kinza; Kim, Yong-Woon; Kang, Chul-Ung; Byun, Yung-Cheol
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Vision transformer-based approach for plant leaf disease classification with multi-patch selection
errPeerJ Computer Science
IF2.5
err2026-04-09
err0
PREAI
errBatool, Amreen; Kim, Yong-Woon; Byun, Yung-Cheol
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errSave
Multi-tier data augmentation and balancing framework integrating diffusion, tomek link, and SMOTE (DiToS) for robust image-based fault detection in solar panels
errSustainable Energy Technologies and Assessments
IF7
err2026-03-08
err0
PREAI
errRaj Kumar; Yong-Woon Kim; Yung-Cheol Byun
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Mitigating dataset imbalance using image-based stable diffusion and feature-level SMOTE for solar panel classification with CNNs
errEnergy Reports
IF5.1
err2026-02-09
err0
errOAAI
errRaj Kumar; Yong-Woon Kim; Yung-Cheol Byun
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errSave
High-Fidelity Remote Sensing-Based Solar Panel Mapping Using a Parameter-Efficient UNet With Dilated Multi-Scale Convolutions and Lightweight Attention
errIEEE Access
IF3.6
err2026-01-22
err0
errOAAI
errKinza Nazir; Sadiqa Jafari; Yong-Woon Kim; Yung-Cheol Byun
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Intelligent PI control for trajectory regulation in autonomous vehicles using a voting-based ensemble of statistical learning models
errControl Engineering Practice
IF4.6
err2026-01-18
err0
PREAI
errKinza Nazir; Yong-Woon Kim; Chul-Ung Kang; Yung-Cheol Byun
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errSave
A Hybrid Deep Learning Approach Using Vision Transformer and U-Net for Flood Segmentation
errCMC-Computers Materials & Continua
IF1.7
err2026-01-01
err0
PREAI
errDofitas Jr, Cyreneo; Kim, Yong-Woon; Byun, Yung-Cheol
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TEF-PLM: A Tabular and Embeddings Fusion Framework using Pretrained Language Model for enhanced electric vehicle energy forecasting
errEnergy Reports
IF5.1
err2025-11-14
err0
errOAAI
errMuhammad Waqar; Yong-Woon Kim; Yung-Cheol Byun
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errSave
Revolutionizing plant disease diagnosis through vision-based intelligence and next-generation computing
errComputers and Electrical Engineering
IF4.9
err2025-09-23
err0
PREAI
errAmreen Batool; Yung-Cheol Byun
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errSave
Deep Learning-Assisted Organogel Pressure Sensor for Alphabet Recognition and Bio-Mechanical Motion Monitoring
errNano-Micro Letters
IF36.3
err2025-09-08
err0
errOAAI
errKusum Sharma; Kousik Bhunia; Subhajit Chatterjee; Muthukumar Perumalsamy; Anandhan Ayyappan Saj; Theophilus Bhatti; Yung-Cheol Byun; Sang-Jae Kim
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errSave
Interpretable AI for explaining and predicting battery state of health using PSO-enhanced deep learning models
errmaterials reports: energy
IF5.1
err2025-08-19
err0
PREAI
errSadiqa Jafari; Yung-Cheol Byun
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errSave
A compact deep learning approach integrating depthwise convolutions and spatial attention for plant disease classification
errPLANT METHODS
IF4.4
err2025-04-02
err0
errOAAI
errBatool, Amreen; Kim, Jisoo; Byun, Yung-Cheol
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Leveraging generative adversarial networks for data augmentation to improve fault detection in wind turbines with imbalanced data
errRESULTS IN ENGINEERING
IF7.9
err2025-03-01
err1
errOAAI
errChatterjee, Subhajit; Byun, Yung-Cheol
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Research paper A lightweight multi-path convolutional neural network architecture using optimal features selection for multiclass classification of brain tumor using magnetic resonance images
errRESULTS IN ENGINEERING
IF7.9
err2025-03-01
err0
errOAAI
errBatool, Amreen; Byun, Yung-Cheol
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errSave
Advanced Agricultural Query Resolution Using Ensemble-Based Large Language Models
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errDofitas Jr, Cyreneo; Kim, Yong-Woon; Byun, Yung-Cheol
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errSave
Integrating Multilayer Perceptron and Support Vector Regression for Enhanced State of Health Estimation in Lithium-Ion Batteries
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errJafari, Sadiqa; Kim, Jisoo; Choi, Wonil; Byun, Yung-Cheol
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errSave
AETUnet: Enhancing Retinal Segmentation With Parameter-Efficient UNet Architecture and Lightweight Attention Mechanism
errIEEE ACCESS
IF3.6
err2025-01-01
err1
errOAAI
errNazir, Kinza; Byun, Yung-Cheol
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Research Directions

No research directions
Co-authors
Cooperation Journals
J
Josep M. Guerrero
H-index: 156 · Papers: 3.0K
J
Ji‐Soo Kim
H-index: 49 · Papers: 569
M
Muhammad Usman Akram
H-index: 43 · Papers: 327
Y
Yong‐Woon Kim
H-index: 37 · Papers: 304
D
Debnath Bhattacharyya
H-index: 33 · Papers: 466
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