Yung-Cheol Byun

95 papers B 1C 7Journal 71Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Hybrid Deep Learning Approach Using Vision Transformer and U-Net for Flood Segmentation. Comput. Mater. Continua Cyreneo Dofitas Jr., Yong-Woon Kim, Yung-Cheol Byun
2026	J	`jnl`	Confidence-Guided Multi-Exit Models for Energy-Optimized Object Detection in Road Environments. IEEE Access Cyreneo Dofitas Jr., Yong-Woon Kim, Yung-Cheol Byun
2026	J	`jnl`	Edge-VIS: Knowledge-Distilled Video Instance Segmentation for Energy-Efficient Real-Time Robotic Scene Understanding. IEEE Access Hasnain Hyder, Yong-Woon Kim, Chulung Kang, Yung-Cheol Byun
2026	J	`jnl`	High-Fidelity Remote Sensing-Based Solar Panel Mapping Using a Parameter-Efficient UNet With Dilated Multi-Scale Convolutions and Lightweight Attention. IEEE Access Kinza Nazir, Sadiqa Jafari, Yong-Woon Kim, Yung-Cheol Byun
2026	J	`jnl`	Hybrid Prophet-TCN Framework for Deterministic and Probabilistic Wind-Power Forecasting. IEEE Access Nazrul Amin, Yong-Woon Kim, Joon-Min Gil, Paul D. Yoo, Yung-Cheol Byun
2026	J	`jnl`	Improved greenhouse segmentation PeerJ Comput. Sci. Jiyoung Ko, Yong-Woon Kim, Yung-Cheol Byun
2026	J	`jnl`	ResViT-Solar: A Hybrid Residual-Transformer for Photovoltaic Panel Fault and Cleanliness Detection. IEEE Access Nazrul Amin, Yong-Woon Kim, Chulung Kang, Yung-Cheol Byun
2025	J	`jnl`	A Robust Deep Learning Framework for Mitigating Label Noise With Dual Selective Attention. IEEE Access Hasnain Hyder, Gulsher Baloch, Amreen Batool, Yong-Woon Kim, Yung-Cheol Byun
2025	J	`jnl`	A Stacking Ensemble Framework Leveraging Synthetic Data for Accurate and Stable Crop Yield Forecasting. IEEE Access Muhammad Waqar, Yong-Woon Kim, Yung-Cheol Byun
2025	J	`jnl`	AETUnet: Enhancing Retinal Segmentation With Parameter-Efficient UNet Architecture and Lightweight Attention Mechanism. IEEE Access Kinza Nazir, Yung-Cheol Byun
2025	J	`jnl`	Advanced Agricultural Query Resolution Using Ensemble-Based Large Language Models. IEEE Access Cyreneo Dofitas Jr., Yong-Woon Kim, Yung-Cheol Byun
2025	J	`jnl`	Daily Load Forecasting Using Explainable AI-Driven Method With Integrated Error Correlation. IEEE Access Ei Thu Thu Tun, Kamal Chapagain, Pyae Pyae Phyo, Yung-Cheol Byun, Vannak Seng, Panharith Chhom, Chawalit Jeenanunta
2025	J	`jnl`	GAN-based synthetic time-series data generation for improving prediction of demand for electric vehicles. Expert Syst. Appl. Subhajit Chatterjee, Debapriya Hazra, Yung-Cheol Byun
2025	J	`jnl`	High-speed portrait video segmentation using the hybrid combination of deep-learning models and boundary movement adjustment. Eng. Appl. Artif. Intell. Yong-Woon Kim, Yung-Cheol Byun, Addapalli V. N. Krishna, Balachandran Krishnan
2025	J	`jnl`	Hybrid Framework Combining Diffusion-Based Image Augmentation and Feature Level SMOTE for Addressing Extreme Class Imbalance. IEEE Access Raj Kumar, Yong-Woon Kim, Yung-Cheol Byun
2025	J	`jnl`	Integrating Multilayer Perceptron and Support Vector Regression for Enhanced State of Health Estimation in Lithium-Ion Batteries. IEEE Access Sadiqa Jafari, Jisoo Kim, Wonil Choi, Yung-Cheol Byun
2025	J	`jnl`	LightSTATE: A Generalized Framework for Real-Time Human Activity Detection Using Edge-Based Video Processing and Vision Language Models. IEEE Access Anik Debnath, Yong-Woon Kim, Yung-Cheol Byun
2025	J	`jnl`	Physics-Informed Neural Networks for Real-Time Gas Crossover Prediction in PEM Electrolyzers: First Application with Multi-Membrane Validation. CoRR Yong-Woon Kim, Chulung Kang, Yung-Cheol Byun
2025	J	`jnl`	Predictive PID Control for Automated Guided Vehicles Using Genetic Algorithm and Machine Learning. IEEE Access Kinza Nazir, Yong-Woon Kim, Yung-Cheol Byun
2025	J	`jnl`	Prompt-Based PID Tuning for Adaptive AGV Control via Few-Shot and MultiSpeed Strategies. IEEE Access Nazrul Amin, Yong-Woon Kim, Yung-Cheol Byun
2025	J	`jnl`	Revolutionizing plant disease diagnosis through vision-based intelligence and next-generation computing. Comput. Electr. Eng. Amreen Batool, Yung-Cheol Byun
2025	J	`jnl`	Series-Cascaded AC Microgrids: An Inclusive Review of Architectures and Control Methodologies. IEEE Access Salman Ali, Santiago Bogarra Rodríguez, Muhammad Mansoor Khan, Felipe Córcoles-López, Yung-Cheol Byun, Josep M. Guerrero
2024	J	`jnl`	An enhanced lightweight T-Net architecture based on convolutional neural network (CNN) for tomato plant leaf disease classification. PeerJ Comput. Sci. Amreen Batool, Jisoo Kim, Sang-Joon Lee, Jihyeok Yang, Yung-Cheol Byun
2024	J	`jnl`	Brain tumor detection with integrating traditional and computational intelligence approaches across diverse imaging modalities - Challenges and future directions. Comput. Biol. Medicine Amreen Batool, Yung-Cheol Byun
2024	J	`jnl`	Early Detection of Multiclass Skin Lesions Using Transfer Learning-Based IncepX-Ensemble Model. IEEE Access Subhajit Chatterjee, Joon-Min Gil, Yung-Cheol Byun
2024	J	`jnl`	Enhanced Sentiment Analysis and Topic Modeling During the Pandemic Using Automated Latent Dirichlet Allocation. IEEE Access Amreen Batool, Yung-Cheol Byun
2024	J	`jnl`	Enhancing Early-Stage Diabetic Retinopathy Detection Using a Weighted Ensemble of Deep Neural Networks. IEEE Access Kinza Nazir, Jisoo Kim, Yung-Cheol Byun
2024	J	`jnl`	Multi-Directional Long-Term Recurrent Convolutional Network for Road Situation Recognition. Sensors Cyreneo Dofitas Jr., Joon-Min Gil, Yung-Cheol Byun
2024	J	`jnl`	Toward Improving Breast Cancer Classification Using an Adaptive Voting Ensemble Learning Algorithm. IEEE Access Amreen Batool, Yung-Cheol Byun
2023	J	`jnl`	A CNN-GRU Approach to the Accurate Prediction of Batteries' Remaining Useful Life from Charging Profiles. Comput. Sadiqa Jafari, Yung-Cheol Byun
2023	J	`jnl`	A Novel Approach for Predicting Remaining Useful Life and Capacity Fade in Lithium-Ion Batteries Using Hybrid Machine Learning. IEEE Access Sadiqa Jafari, Yung-Cheol Byun, Seok Jun Ko
2023	J	`jnl`	A Synthetic Data Generation Technique for Enhancement of Prediction Accuracy of Electric Vehicles Demand. Sensors Subhajit Chatterjee, Yung-Cheol Byun
2023	—	`conf`	Augmented Intelligence Assisted Deep Learning Approach for Multi-Class Skin Cancer Classification. NiDS (1) Amreen Batool, Yung-Cheol Byun
2023	—	`conf`	Enhancing Predictive Battery Maintenance Through the Use of Explainable Boosting Machine. NiDS (2) Sadiqa Jafari, Yung-Cheol Byun
2023	J	`jnl`	Enhancing Quality Control in Web-based Participatory Augmented Reality Business Card Information System Design. Sensors Yongjun Kim, Yung-Cheol Byun
2023	J	`jnl`	Highly imbalanced fault classification of wind turbines using data resampling and hybrid ensemble method approach. Eng. Appl. Artif. Intell. Subhajit Chatterjee, Yung-Cheol Byun
2023	J	`jnl`	Lightweight EfficientNetB3 Model Based on Depthwise Separable Convolutions for Enhancing Classification of Leukemia White Blood Cell Images. IEEE Access Amreen Batool, Yung-Cheol Byun
2023	J	`jnl`	Optimizing Battery RUL Prediction of Lithium-Ion Batteries Based on Harris Hawk Optimization Approach Using Random Forest and LightGBM. IEEE Access Sadiqa Jafari, Yung-Cheol Byun
2022	J	`jnl`	A Hybrid GAN-Based Approach to Solve Imbalanced Data Problem in Recommendation Systems. IEEE Access Wafa Shafqat, Yung-Cheol Byun
2022	J	`jnl`	A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax Using Class-Imbalanced Chest X-Rays Dataset. IEEE Access Tahira Iqbal, Arslan Shaukat, Muhammad Usman Akram, Abdul Wahab Muzaffar, Zartasha Mustansar, Yung-Cheol Byun
2022	J	`jnl`	An Ensemble Architecture Based on Deep Learning Model for Click Fraud Detection in Pay-Per-Click Advertisement Campaign. IEEE Access Amreen Batool, Yung-Cheol Byun
2022	J	`jnl`	Analysis of the Security and Reliability of Cryptocurrency Systems Using Knowledge Discovery and Machine Learning Methods. Sensors Zeinab Shahbazi, Yung-Cheol Byun
2022	J	`jnl`	Blockchain-Based Event Detection and Trust Verification Using Natural Language Processing and Machine Learning. IEEE Access Zeinab Shahbazi, Yung-Cheol Byun
2022	—	`conf`	Classification of advertisement articles using sentiment analysis: (Research-based on Korean natural language processing and deep learning technology). NLPIR Yongjun Kim, Yung-Cheol Byun
2022	J	`jnl`	EEG-Based Emotion Classification Using Stacking Ensemble Approach. Sensors Subhajit Chatterjee, Yung-Cheol Byun
2022	J	`jnl`	Enhancing classification of cells procured from bone marrow aspirate smears using generative adversarial networks and sequential convolutional neural network. Comput. Methods Programs Biomed. Debapriya Hazra, Yung-Cheol Byun, Woo Jin Kim
2022	J	`jnl`	IncepX-Ensemble: Performance Enhancement Based on Data Augmentation and Hybrid Learning for Recycling Transparent PET Bottles. IEEE Access Subhajit Chatterjee, Debapriya Hazra, Yung-Cheol Byun
2022	J	`jnl`	Knowledge Discovery on Cryptocurrency Exchange Rate Prediction Using Machine Learning Pipelines. Sensors Zeinab Shahbazi, Yung-Cheol Byun
2022	J	`jnl`	Machine Learning-Based Analysis of Cryptocurrency Market Financial Risk Management. IEEE Access Zeinab Shahbazi, Yung-Cheol Byun
2022	J	`jnl`	Multi-Fault Detection and Classification of Wind Turbines Using Stacking Classifier. Sensors Prince Waqas Khan, Yung-Cheol Byun
2022	J	`jnl`	Prediction of the Battery State Using the Digital Twin Framework Based on the Battery Management System. IEEE Access Sadiqa Jafari, Yung-Cheol Byun
2022	J	`jnl`	Short-Term Energy Forecasting Using Machine-Learning-Based Ensemble Voting Regression. Symmetry Pyae Pyae Phyo, Yung-Cheol Byun, Namje Park
2022	J	`jnl`	Voting Ensemble Approach for Enhancing Alzheimer's Disease Classification. Sensors Subhajit Chatterjee, Yung-Cheol Byun
2022	J	`jnl`	XGBoost-Based Remaining Useful Life Estimation Model with Extended Kalman Particle Filter for Lithium-Ion Batteries. Sensors Sadiqa Jafari, Yung-Cheol Byun
2021	J	`jnl`	A Framework of Vehicular Security and Demand Service Prediction Based on Data Analysis Integrated with Blockchain Approach. Sensors Zeinab Shahbazi, Yung-Cheol Byun
2021	J	`jnl`	Extreme Gradient Boosting for Recommendation System by Transforming Product Classification into Regression Based on Multi-Dimensional Word2Vec. Symmetry SeJoon Park, Chul-Ung Kang, Yung-Cheol Byun
2021	J	`jnl`	Fake Media Detection Based on Natural Language Processing and Blockchain Approaches. IEEE Access Zeinab Shahbazi, Yung-Cheol Byun
2021	J	`jnl`	Hybrid Ensemble Deep Learning-Based Approach for Time Series Energy Prediction. Symmetry Pyae Pyae Phyo, Yung-Cheol Byun
2021	J	`jnl`	Improving the Cryptocurrency Price Prediction Performance Based on Reinforcement Learning. IEEE Access Zeinab Shahbazi, Yung-Cheol Byun
2021	J	`jnl`	Integration of Blockchain, IoT and Machine Learning for Multistage Quality Control and Enhancing Security in Smart Manufacturing. Sensors Zeinab Shahbazi, Yung-Cheol Byun
2021	J	`jnl`	Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models. Entropy Yong-Woon Kim, Yung-Cheol Byun, Addapalli V. N. Krishna
2021	J	`jnl`	Selfie Segmentation in Video Using N-Frames Ensemble. IEEE Access Yong-Woon Kim, Yung-Cheol Byun, Addapalli V. N. Krishna, Balachandran Krishnan
2021	J	`jnl`	Topic prediction and knowledge discovery based on integrated topic modeling and deep neural networks approaches. J. Intell. Fuzzy Syst. Zeinab Shahbazi, Yung-Cheol Byun
2020	J	`jnl`	A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax using Class-Imbalanced Chest X-rays Dataset. CoRR Tahira Iqbal, Arslan Shaukat, Usman Akram, Zartasha Mustansar, Yung-Cheol Byun
2020	J	`jnl`	Clifford Geometric Algebra-Based Approach for 3D Modeling of Agricultural Images Acquired by UAVs. IEEE Access Prince Waqas Khan, Yung-Cheol Byun, Muhammad Ahsan Latif
2020	J	`jnl`	Genetic Algorithm Based Optimized Feature Engineering and Hybrid Machine Learning for Effective Energy Consumption Prediction. IEEE Access Prince Waqas Khan, Yung-Cheol Byun
2020	J	`jnl`	Topic modeling in short-text using non-negative matrix factorization based on deep reinforcement learning. J. Intell. Fuzzy Syst. Zeinab Shahbazi, Yung-Cheol Byun
2020	J	`jnl`	Towards a Secure Thermal-Energy Aware Routing Protocol in Wireless Body Area Network Based on Blockchain Technology. Sensors Zeinab Shahbazi, Yung-Cheol Byun
2019	—	`conf`	Edge Detection in Roof Images Using Transfer Learning in CNN. CSII (selected papers) Aneeqa Ahmed, Yung-Cheol Byun, Sang-Yong Byun
2019	—	`conf`	Edge Detection using CNN for Roof Images. APIT Aneeqa Ahmed, Yung-Cheol Byun
2019	C	`conf`	Edge detection for Roof Images using Transfer Learning. ICIS Aneeqa Ahmed, Yung-Cheol Byun, Debapriya Hazra
2018	J	`jnl`	Customer Prediction using Parking Logs with Recurrent Neural Networks. Int. J. Networked Distributed Comput. Mudassar Liaq, Yung-Cheol Byun
2017	J	`jnl`	A Unique One-Time Password Table Sequence Pattern Authentication: Application to Bicol University Union of Federated Faculty Association, Inc. (BUUFFAI) eVoting System. CoRR Benedicto B. Balilo Jr., Bobby D. Gerardo, Ruji P. Medina, Yung-Cheol Byun
2013	C	`conf`	Decision support system for agricultural management using prediction algorithm. ICIS Mark Ian Animas, Yung-Cheol Byun, Bobby D. Gerardo, Ma. Beth S. Concepcion
2013	J	`jnl`	Efficient Sensor Localization for Indoor Environments Using Classification of Link Quality Patterns. Int. J. Distributed Sens. Networks Young-Guk Ha, Ae-cheoun Eun, Yung-Cheol Byun
2012	B	`conf`	A Rule-based Parallel Processing to Speed-Up an Application. CEC Jo Ryan Basco, Bobby D. Gerardo, Cyreneo Dofitas Jr., Yung-Cheol Byun
2012	—	`conf`	A Ubiquitous Homecare Service System Using a Wearable User Interface Device. ACIS-ICIS Young-Guk Ha, Yung-Cheol Byun
2012	—	`ch.`	A User-Adaptive Augmented Reality System in Mobile Computing Environment. Software and Network Engineering Sejin Oh, Yung-Cheol Byun
2012	J	`jnl`	Energy-Efficient Fire Monitoring over Cluster-Based Wireless Sensor Networks. Int. J. Distributed Sens. Networks Young-Guk Ha, Heemin Kim, Yung-Cheol Byun
2012	—	`conf`	The Design and Implementation of Augmented Reality Learning Systems. ACIS-ICIS Sejin Oh, Yung-Cheol Byun
2012	—	`conf`	Ultrasonic Key Recognition: Security Algorithm for Pre-composed High Frequency Sound as a Mode of Unlocking a Security Lock. ACIS-ICIS Jeric Ryan R. De Josef, Bobby D. Gerardo, Ma. Beth S. Concepcion, Kyle Gabriel V. Oreta, Yung-Cheol Byun
2011	C	`conf`	An Improved Data Encryption Standard to Secure Data Using Smart Cards. SERA Ariel M. Sison, Bartolome T. Tanguilig III, Bobby D. Gerardo, Yung-Cheol Byun
2011	—	`conf`	Automated Video Surveillance for Monitoring Intrusions Using Intelligent Middleware Based on Neural Network. FGIT-FGCN (2) Ana Rhea Pangapalan, Bobby D. Gerardo, Yung-Cheol Byun, Joel T. de Castro, Francisca D. Osorio
2011	C	`conf`	Data Extraction Using Preprocessing Compression Based on LZW to Improve DB Performance. SERA Bartolome T. Tanguilig III, Ariel M. Sison, Bobby D. Gerardo, Yung-Cheol Byun
2011	—	`conf`	Hierarchical Clustering and Association Rule Discovery Process for Efficient Decision Support System. FGIT-FGCN (2) Bobby D. Gerardo, Yung-Cheol Byun, Bartolome T. Tanguilig III
2011	—	`conf`	SMS-Based Automatic Billing System of Household Power Consumption Based on Active Experts Messaging. FGIT-FGCN (2) Mark Dominic Cabioc, Bobby D. Gerardo, Yung-Cheol Byun
2011	J	`jnl`	Search Tree Generation for the Exception Handling of E-Commerce Delivery Process. Comput. Informatics Jin Gyu Shin, Doug Won Choi, Dong Cheol Lee, Yung-Cheol Byun
2010	—	`conf`	Real-Time Data Stream Processing for Ubiquitous Home Network Systems. MUE Young-Sik Noh, Dae-Oh Han, Yung-Cheol Byun
2009	C	`conf`	ALE-Compliant RFID Middleware for Mobile Environment. SNPD Yung-Cheol Byun, Ji-Wong Byun, Sang-Yong Byun, Bobby D. Gerardo
2008	J	`jnl`	Integration between WSNs and Internet based on Address Internetworking for Web. Comput. Informatics Jeong-Hee Kim, Do-Hyeon Kim, Ho-Young Kwak, Yung-Cheol Byun
2007	—	`conf`	Address Internetworking between WSNs and Internet supporting Web Services. MUE Jeong-Hee Kim, Do-Hyeon Kim, Ho-Young Kwak, Yung-Cheol Byun
2006	C	`conf`	Anomaly Intrusion Detection Based on Clustering a Data Stream. ISC Sang Hyun Oh, Jin-Suk Kang, Yung-Cheol Byun, Taikyeong T. Jeong, Won Suk Lee
2006	—	`conf`	Performance Evaluation of Parallel Systems Employing Roll-Forward Checkpoint Schemes. ICCSA (5) Gyung-Leen Park, Hee Yong Youn, Junghoon Lee, Chul Soo Kim, Bongkyu Lee, Sang Joon Lee, Wang-Cheol Song, Yung-Cheol Byun
2005	C	`conf`	Intrusion Detection based on Clustering a Data Stream. SERA Sang Hyun Oh, Jin-Suk Kang, Yung-Cheol Byun, Gyung-Leen Park, Sang-Yong Byun
2005	—	`conf`	Retrieving and Exploring Ontology-Based Human Motion Sequences. ICCSA (3) Hyun-Sook Chung, Jung-Min Kim, Yung-Cheol Byun, Sang-Yong Byun