Form Classification Using DP Matching. - Yungcheol Byun; Yillbyung Lee (SAC (1), 2000)

An Efficient Form Classification Method Using Partial Matching. - Yungcheol Byun; Sungsoo Yoon; Yeongwoo Choi; Gyeonghwan Kim; Yillbyung Lee (Australian Joint Conference on Artificial Intelligence, 2001)

Improved Techniques for an Iris Recognition System with High Performance. - Gyundo Kee; Yungcheol Byun; Kwanyong Lee; Yillbyung Lee (Australian Joint Conference on Artificial Intelligence, 2001)

A Model of Unconstrained Digit Recognition Based on Hypothesis Testing and Data Reconstruction. - Sungsoo Yoon; Yungcheol Byun; Gyeonghwan Kim; Yeongwoo Choi; Yillbyung Lee (Australian Joint Conference on Artificial Intelligence, 2001)

Partial matching: an efficient form classification method. - Yungcheol Byun; Yeongwoo Choi; Gyungwhan Kim; Yillbyung Lee (Document Recognition and Retrieval, 2001)

Knowledge-Based Partial Matching: An Efficient Form Classification Method. - Yungcheol Byun; Joongbae Kim; Yeongwoo Choi; Gyeonghwan Kim; Yillbyung Lee (GREC, 2001)

Retrieving and Exploring Ontology-Based Human Motion Sequences. - Hyun-Sook Chung; Jung-Min Kim; Yung-Cheol Byun; Sang-Yong Byun (ICCSA (3), 2005)

Intrusion Detection based on Clustering a Data Stream. - Sang Hyun Oh; Jin-Suk Kang; Yung-Cheol Byun; Gyung-Leen Park; Sang-Yong Byun (SERA, 2005)

Performance Evaluation of Parallel Systems Employing Roll-Forward Checkpoint Schemes. - Gyung-Leen Park; Hee Yong Youn; Junghoon Lee; Chul Soo Kim; Bongkyu Lee; Sang Joon Lee; Wang-Cheol Song; Yung-Cheol Byun (ICCSA (5), 2006)

Anomaly Intrusion Detection Based on Clustering a Data Stream. - Sang Hyun Oh; Jin-Suk Kang; Yung-Cheol Byun; Taikyeong T. Jeong; Won Suk Lee (ISC, 2006)

Address Internetworking between WSNs and Internet supporting Web Services. - Jeong-Hee Kim; Do-Hyeon Kim; Ho-Young Kwak; Yung-Cheol Byun (MUE, 2007)

Integration between WSNs and Internet based on Address Internetworking for Web. - Jeong-Hee Kim; Do-Hyeon Kim; Ho-Young Kwak; Yung-Cheol Byun (Comput. Informatics, 2008)

ALE-Compliant RFID Middleware for Mobile Environment. - Yung-Cheol Byun; Ji-Wong Byun; Sang-Yong Byun; Bobby D. Gerardo (SNPD, 2009)

Real-Time Data Stream Processing for Ubiquitous Home Network Systems. - Young-Sik Noh; Dae-Oh Han; Yung-Cheol Byun (MUE, 2010)

SMS-Based Automatic Billing System of Household Power Consumption Based on Active Experts Messaging. - Mark Dominic Cabioc; Bobby D. Gerardo; Yung-Cheol Byun (FGIT-FGCN (2), 2011)

Hierarchical Clustering and Association Rule Discovery Process for Efficient Decision Support System. - Bobby D. Gerardo; Yung-Cheol Byun; Bartolome T. Tanguilig III (FGIT-FGCN (2), 2011)

Automated Video Surveillance for Monitoring Intrusions Using Intelligent Middleware Based on Neural Network. - Ana Rhea Pangapalan; Bobby D. Gerardo; Yung-Cheol Byun; Joel T. de Castro; Francisca D. Osorio (FGIT-FGCN (2), 2011)

An Improved Data Encryption Standard to Secure Data Using Smart Cards. - Ariel M. Sison; Bartolome T. Tanguilig III; Bobby D. Gerardo; Yung-Cheol Byun (SERA, 2011)

Data Extraction Using Preprocessing Compression Based on LZW to Improve DB Performance. - Bartolome T. Tanguilig III; Ariel M. Sison; Bobby D. Gerardo; Yung-Cheol Byun (SERA, 2011)

Search Tree Generation for the Exception Handling of E-Commerce Delivery Process. - Jin Gyu Shin; Doug Won Choi; Dong Cheol Lee; Yung-Cheol Byun (Comput. Informatics, 2011)

A Ubiquitous Homecare Service System Using a Wearable User Interface Device. - Young-Guk Ha; Yung-Cheol Byun (ACIS-ICIS, 2012)

Ultrasonic Key Recognition: Security Algorithm for Pre-composed High Frequency Sound as a Mode of Unlocking a Security Lock. - Jeric Ryan R. De Josef; Bobby D. Gerardo; Ma. Beth S. Concepcion; Kyle Gabriel V. Oreta; Yung-Cheol Byun (ACIS-ICIS, 2012)

The Design and Implementation of Augmented Reality Learning Systems. - Sejin Oh; Yung-Cheol Byun (ACIS-ICIS, 2012)

A Rule-based Parallel Processing to Speed-Up an Application. - Jo Ryan Basco; Bobby D. Gerardo; Cyreneo Dofitas Jr.; Yung-Cheol Byun (CEC, 2012)

Energy-Efficient Fire Monitoring over Cluster-Based Wireless Sensor Networks. - Young-Guk Ha; Heemin Kim; Yung-Cheol Byun (Int. J. Distributed Sens. Networks, 2012)

A User-Adaptive Augmented Reality System in Mobile Computing Environment. - Sejin Oh; Yung-Cheol Byun (Software and Network Engineering, 2012)

Decision support system for agricultural management using prediction algorithm. - Mark Ian Animas; Yung-Cheol Byun; Bobby D. Gerardo; Ma. Beth S. Concepcion (ICIS, 2013)

Efficient Sensor Localization for Indoor Environments Using Classification of Link Quality Patterns. - Young-Guk Ha; Ae-cheoun Eun; Yung-Cheol Byun (Int. J. Distributed Sens. Networks, 2013)

A Unique One-Time Password Table Sequence Pattern Authentication: Application to Bicol University Union of Federated Faculty Association, Inc. (BUUFFAI) eVoting System. - Benedicto B. Balilo Jr.; Bobby D. Gerardo; Ruji P. Medina; Yung-Cheol Byun (CoRR, 2017)

Customer Prediction using Parking Logs with Recurrent Neural Networks. - Mudassar Liaq; Yung-Cheol Byun (Int. J. Networked Distributed Comput., 2018)

Edge detection for Roof Images using Transfer Learning. - Aneeqa Ahmed; Yung-Cheol Byun; Debapriya Hazra (ICIS, 2019)

Edge Detection using CNN for Roof Images. - Aneeqa Ahmed; Yung-Cheol Byun (APIT, 2019)

Edge Detection in Roof Images Using Transfer Learning in CNN. - Aneeqa Ahmed; Yung-Cheol Byun; Sang-Yong Byun (CSII (selected papers), 2019)

OEBR-GAN: Object Extraction and Background Recovery Generative Adversarial Networks. - Debapriya Hazra; Yungcheol Byun (IEEE Access, 2020)

Genetic Algorithm Based Optimized Feature Engineering and Hybrid Machine Learning for Effective Energy Consumption Prediction. - Prince Waqas Khan; Yung-Cheol Byun (IEEE Access, 2020)

Clifford Geometric Algebra-Based Approach for 3D Modeling of Agricultural Images Acquired by UAVs. - Prince Waqas Khan; Yung-Cheol Byun; Muhammad Ahsan Latif (IEEE Access, 2020)

A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax using Class-Imbalanced Chest X-rays Dataset. - Tahira Iqbal; Arslan Shaukat; Usman Akram; Zartasha Mustansar; Yung-Cheol Byun (CoRR, 2020)

A Blockchain-Based Secure Image Encryption Scheme for the Industrial Internet of Things. - Prince Waqas Khan; Yungcheol Byun (Entropy, 2020)

Topic modeling in short-text using non-negative matrix factorization based on deep reinforcement learning. - Zeinab Shahbazi; Yung-Cheol Byun (J. Intell. Fuzzy Syst., 2020)

Smart Contract Centric Inference Engine For Intelligent Electric Vehicle Transportation System. - Prince Waqas Khan; Yungcheol Byun (Sensors, 2020)

IoT-Blockchain Enabled Optimized Provenance System for Food Industry 4.0 Using Advanced Deep Learning. - Prince Waqas Khan; Yungcheol Byun; Namje Park (Sensors, 2020)

Towards a Secure Thermal-Energy Aware Routing Protocol in Wireless Body Area Network Based on Blockchain Technology. - Zeinab Shahbazi; Yung-Cheol Byun (Sensors, 2020)

Toward Social Media Content Recommendation Integrated with Data Science and Machine Learning Approach for E-Learners. - Zeinab Shahbazi; Yung Cheol Byun (Symmetry, 2020)

Toward Improving the Prediction Accuracy of Product Recommendation System Using Extreme Gradient Boosting and Encoding Approaches. - Zeinab Shahbazi; Debapriya Hazra; Sejoon Park; Yung Cheol Byun (Symmetry, 2020)

Selfie Segmentation in Video Using N-Frames Ensemble. - Yong-Woon Kim; Yung-Cheol Byun; Addapalli V. N. Krishna; Balachandran Krishnan (IEEE Access, 2021)

Fake Media Detection Based on Natural Language Processing and Blockchain Approaches. - Zeinab Shahbazi; Yung-Cheol Byun (IEEE Access, 2021)

Improving the Cryptocurrency Price Prediction Performance Based on Reinforcement Learning. - Zeinab Shahbazi; Yung-Cheol Byun (IEEE Access, 2021)

Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models. - Yong-Woon Kim; Yung-Cheol Byun; Addapalli V. N. Krishna (Entropy, 2021)

Topic prediction and knowledge discovery based on integrated topic modeling and deep neural networks approaches. - Zeinab Shahbazi; Yung-Cheol Byun (J. Intell. Fuzzy Syst., 2021)

Integration of Blockchain, IoT and Machine Learning for Multistage Quality Control and Enhancing Security in Smart Manufacturing. - Zeinab Shahbazi; Yung-Cheol Byun (Sensors, 2021)

A Framework of Vehicular Security and Demand Service Prediction Based on Data Analysis Integrated with Blockchain Approach. - Zeinab Shahbazi; Yung-Cheol Byun (Sensors, 2021)

Extreme Gradient Boosting for Recommendation System by Transforming Product Classification into Regression Based on Multi-Dimensional Word2Vec. - Sejoon Park; Chul-Ung Kang; Yung-Cheol Byun (Symmetry, 2021)

Hybrid Ensemble Deep Learning-Based Approach for Time Series Energy Prediction. - Pyae Pyae Phyo; Yung-Cheol Byun (Symmetry, 2021)

Classification of advertisement articles using sentiment analysis: (Research-based on Korean natural language processing and deep learning technology). - Yongjun Kim; Yung-Cheol Byun (NLPIR, 2022)

An Ensemble Architecture Based on Deep Learning Model for Click Fraud Detection in Pay-Per-Click Advertisement Campaign. - Amreen Batool; Yung-Cheol Byun (IEEE Access, 2022)

IncepX-Ensemble: Performance Enhancement Based on Data Augmentation and Hybrid Learning for Recycling Transparent PET Bottles. - Subhajit Chatterjee; Debapriya Hazra; Yung-Cheol Byun (IEEE Access, 2022)

A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax Using Class-Imbalanced Chest X-Rays Dataset. - Tahira Iqbal; Arslan Shaukat; Muhammad Usman Akram; Abdul Wahab Muzaffar; Zartasha Mustansar; Yung-Cheol Byun (IEEE Access, 2022)

Prediction of the Battery State Using the Digital Twin Framework Based on the Battery Management System. - Sadiqa Jafari; Yung-Cheol Byun (IEEE Access, 2022)

A Hybrid GAN-Based Approach to Solve Imbalanced Data Problem in Recommendation Systems. - Wafa Shafqat; Yung-Cheol Byun (IEEE Access, 2022)

Blockchain-Based Event Detection and Trust Verification Using Natural Language Processing and Machine Learning. - Zeinab Shahbazi; Yung-Cheol Byun (IEEE Access, 2022)

Machine Learning-Based Analysis of Cryptocurrency Market Financial Risk Management. - Zeinab Shahbazi; Yung-Cheol Byun (IEEE Access, 2022)

Enhancing classification of cells procured from bone marrow aspirate smears using generative adversarial networks and sequential convolutional neural network. - Debapriya Hazra; Yung-Cheol Byun; Woo Jin Kim (Comput. Methods Programs Biomed., 2022)

Voting Ensemble Approach for Enhancing Alzheimer's Disease Classification. - Subhajit Chatterjee; Yung-Cheol Byun (Sensors, 2022)

EEG-Based Emotion Classification Using Stacking Ensemble Approach. - Subhajit Chatterjee; Yung-Cheol Byun (Sensors, 2022)

XGBoost-Based Remaining Useful Life Estimation Model with Extended Kalman Particle Filter for Lithium-Ion Batteries. - Sadiqa Jafari; Yung-Cheol Byun (Sensors, 2022)

Multi-Fault Detection and Classification of Wind Turbines Using Stacking Classifier. - Prince Waqas Khan; Yung-Cheol Byun (Sensors, 2022)

Knowledge Discovery on Cryptocurrency Exchange Rate Prediction Using Machine Learning Pipelines. - Zeinab Shahbazi; Yung-Cheol Byun (Sensors, 2022)

Analysis of the Security and Reliability of Cryptocurrency Systems Using Knowledge Discovery and Machine Learning Methods. - Zeinab Shahbazi; Yung-Cheol Byun (Sensors, 2022)

Short-Term Energy Forecasting Using Machine-Learning-Based Ensemble Voting Regression. - Pyae Pyae Phyo; Yung-Cheol Byun; Namje Park (Symmetry, 2022)

Augmented Intelligence Assisted Deep Learning Approach for Multi-Class Skin Cancer Classification. - Amreen Batool; Yung-Cheol Byun (NiDS (1), 2023)

Enhancing Predictive Battery Maintenance Through the Use of Explainable Boosting Machine. - Sadiqa Jafari; Yung-Cheol Byun (NiDS (2), 2023)

Lightweight EfficientNetB3 Model Based on Depthwise Separable Convolutions for Enhancing Classification of Leukemia White Blood Cell Images. - Amreen Batool; Yung-Cheol Byun (IEEE Access, 2023)

Optimizing Battery RUL Prediction of Lithium-Ion Batteries Based on Harris Hawk Optimization Approach Using Random Forest and LightGBM. - Sadiqa Jafari; Yung-Cheol Byun (IEEE Access, 2023)

A Novel Approach for Predicting Remaining Useful Life and Capacity Fade in Lithium-Ion Batteries Using Hybrid Machine Learning. - Sadiqa Jafari; Yung-Cheol Byun; Seok Jun Ko (IEEE Access, 2023)

Enhancing Quality Control in Web-based Participatory Augmented Reality Business Card Information System Design. - Yongjun Kim; Yung-Cheol Byun (Sensors, 2023)

A Synthetic Data Generation Technique for Enhancement of Prediction Accuracy of Electric Vehicles Demand. - Subhajit Chatterjee; Yung-Cheol Byun (Sensors, 2023)

A CNN-GRU Approach to the Accurate Prediction of Batteries' Remaining Useful Life from Charging Profiles. - Sadiqa Jafari; Yung-Cheol Byun (Comput., 2023)

Highly imbalanced fault classification of wind turbines using data resampling and hybrid ensemble method approach. - Subhajit Chatterjee; Yung-Cheol Byun (Eng. Appl. Artif. Intell., 2023)

Toward Improving Breast Cancer Classification Using an Adaptive Voting Ensemble Learning Algorithm. - Amreen Batool; Yung-Cheol Byun (IEEE Access, 2024)

Enhanced Sentiment Analysis and Topic Modeling During the Pandemic Using Automated Latent Dirichlet Allocation. - Amreen Batool; Yung-Cheol Byun (IEEE Access, 2024)

Early Detection of Multiclass Skin Lesions Using Transfer Learning-Based IncepX-Ensemble Model. - Subhajit Chatterjee; Joon-Min Gil; Yung-Cheol Byun (IEEE Access, 2024)

Enhancing Early-Stage Diabetic Retinopathy Detection Using a Weighted Ensemble of Deep Neural Networks. - Kinza Nazir; Jisoo Kim; Yung-Cheol Byun (IEEE Access, 2024)

Brain tumor detection with integrating traditional and computational intelligence approaches across diverse imaging modalities - Challenges and future directions. - Amreen Batool; Yung-Cheol Byun (Comput. Biol. Medicine, 2024)

An enhanced lightweight T-Net architecture based on convolutional neural network (CNN) for tomato plant leaf disease classification. - Amreen Batool; Jisoo Kim; Sang-Joon Lee; Jihyeok Yang; Yung-Cheol Byun (PeerJ Comput. Sci., 2024)

Accurate remaining useful life estimation of lithium-ion batteries in electric vehicles based on a measurable feature-based approach with explainable AI. - Sadiqa Jafari; Yung Cheol Byun (J. Supercomput., 2024)

Multi-Directional Long-Term Recurrent Convolutional Network for Road Situation Recognition. - Cyreneo Dofitas Jr.; Joon-Min Gil; Yung-Cheol Byun (Sensors, 2024)

Series-Cascaded AC Microgrids: An Inclusive Review of Architectures and Control Methodologies. - Salman Ali; Santiago Bogarra Rodríguez; Muhammad Mansoor Khan; Felipe Córcoles-López; Yung-Cheol Byun; Josep M. Guerrero (IEEE Access, 2025)

LightSTATE: A Generalized Framework for Real-Time Human Activity Detection Using Edge-Based Video Processing and Vision Language Models. - Anik Debnath; Yong-Woon Kim; Yung-Cheol Byun (IEEE Access, 2025)

Advanced Agricultural Query Resolution Using Ensemble-Based Large Language Models. - Cyreneo Dofitas Jr.; Yong-Woon Kim; Yung-Cheol Byun (IEEE Access, 2025)

A Robust Deep Learning Framework for Mitigating Label Noise With Dual Selective Attention. - Hasnain Hyder; Gulsher Baloch; Amreen Batool; Yong-Woon Kim; Yung-Cheol Byun (IEEE Access, 2025)

Integrating Multilayer Perceptron and Support Vector Regression for Enhanced State of Health Estimation in Lithium-Ion Batteries. - Sadiqa Jafari; Jisoo Kim; Wonil Choi; Yung-Cheol Byun (IEEE Access, 2025)

AETUnet: Enhancing Retinal Segmentation With Parameter-Efficient UNet Architecture and Lightweight Attention Mechanism. - Kinza Nazir; Yung-Cheol Byun (IEEE Access, 2025)

Predictive PID Control for Automated Guided Vehicles Using Genetic Algorithm and Machine Learning. - Kinza Nazir; Yong-Woon Kim; Yung-Cheol Byun (IEEE Access, 2025)

A Stacking Ensemble Framework Leveraging Synthetic Data for Accurate and Stable Crop Yield Forecasting. - Muhammad Waqar; Yong-Woon Kim; Yung-Cheol Byun (IEEE Access, 2025)

High-speed portrait video segmentation using the hybrid combination of deep-learning models and boundary movement adjustment. - Yong-Woon Kim; Yung-Cheol Byun; Addapalli V. N. Krishna; Balachandran Krishnan (Eng. Appl. Artif. Intell., 2025)

GAN-based synthetic time-series data generation for improving prediction of demand for electric vehicles. - Subhajit Chatterjee; Debapriya Hazra; Yung-Cheol Byun (Expert Syst. Appl., 2025)