Yung-Cheol Byun

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 48

Top Topics

Natural Language Processing

Top Venues

Publications

Amreen Batool, Yung-Cheol Byun
Enhanced Sentiment Analysis and Topic Modeling During the Pandemic Using Automated Latent Dirichlet Allocation. IEEE Access 12 (2024)
Cyreneo Dofitas Jr., Joon-Min Gil, Yung-Cheol Byun
Multi-Directional Long-Term Recurrent Convolutional Network for Road Situation Recognition. Sensors 24 (14) (2024)
Amreen Batool, Yung-Cheol Byun
Brain tumor detection with integrating traditional and computational intelligence approaches across diverse imaging modalities - Challenges and future directions. Comput. Biol. Medicine 175 (2024)
Amreen Batool, Yung-Cheol Byun
Toward Improving Breast Cancer Classification Using an Adaptive Voting Ensemble Learning Algorithm. IEEE Access 12 (2024)
Sadiqa Jafari, Yung-Cheol Byun, Seokjun Ko
A Novel Approach for Predicting Remaining Useful Life and Capacity Fade in Lithium-Ion Batteries Using Hybrid Machine Learning. IEEE Access 11 (2023)
Amreen Batool, Yung-Cheol Byun
Lightweight EfficientNetB3 Model Based on Depthwise Separable Convolutions for Enhancing Classification of Leukemia White Blood Cell Images. IEEE Access 11 (2023)
Amreen Batool, Yung-Cheol Byun
Augmented Intelligence Assisted Deep Learning Approach for Multi-Class Skin Cancer Classification. NiDS (1) (2023)
Subhajit Chatterjee, Yung-Cheol Byun
A Synthetic Data Generation Technique for Enhancement of Prediction Accuracy of Electric Vehicles Demand. Sensors 23 (2) (2023)
Subhajit Chatterjee, Yung-Cheol Byun
Highly imbalanced fault classification of wind turbines using data resampling and hybrid ensemble method approach. Eng. Appl. Artif. Intell. 126 (Part D) (2023)
Sadiqa Jafari, Yung-Cheol Byun
A CNN-GRU Approach to the Accurate Prediction of Batteries' Remaining Useful Life from Charging Profiles. Comput. 12 (11) (2023)
Yongjun Kim, Yung-Cheol Byun
Enhancing Quality Control in Web-based Participatory Augmented Reality Business Card Information System Design. Sensors 23 (8) (2023)
Sadiqa Jafari, Yung-Cheol Byun
Optimizing Battery RUL Prediction of Lithium-Ion Batteries Based on Harris Hawk Optimization Approach Using Random Forest and LightGBM. IEEE Access 11 (2023)
Sadiqa Jafari, Yung-Cheol Byun
Enhancing Predictive Battery Maintenance Through the Use of Explainable Boosting Machine. NiDS (2) (2023)
Subhajit Chatterjee, Yung-Cheol Byun
EEG-Based Emotion Classification Using Stacking Ensemble Approach. Sensors 22 (21) (2022)
Zeinab Shahbazi, Yung-Cheol Byun
Machine Learning-Based Analysis of Cryptocurrency Market Financial Risk Management. IEEE Access 10 (2022)
Debapriya Hazra, Yung-Cheol Byun, Woo Jin Kim
Enhancing classification of cells procured from bone marrow aspirate smears using generative adversarial networks and sequential convolutional neural network. Comput. Methods Programs Biomed. 224 (2022)
Amreen Batool, Yung-Cheol Byun
An Ensemble Architecture Based on Deep Learning Model for Click Fraud Detection in Pay-Per-Click Advertisement Campaign. IEEE Access 10 (2022)
Yongjun Kim, Yung-Cheol Byun
Classification of advertisement articles using sentiment analysis: (Research-based on Korean natural language processing and deep learning technology). NLPIR (2022)
Subhajit Chatterjee, Yung-Cheol Byun
Voting Ensemble Approach for Enhancing Alzheimer's Disease Classification. Sensors 22 (19) (2022)
Pyae Pyae Phyo, Yung-Cheol Byun, Namje Park
Short-Term Energy Forecasting Using Machine-Learning-Based Ensemble Voting Regression. Symmetry 14 (1) (2022)
Wafa Shafqat, Yung-Cheol Byun
A Hybrid GAN-Based Approach to Solve Imbalanced Data Problem in Recommendation Systems. IEEE Access 10 (2022)
Sadiqa Jafari, Yung-Cheol Byun
XGBoost-Based Remaining Useful Life Estimation Model with Extended Kalman Particle Filter for Lithium-Ion Batteries. Sensors 22 (23) (2022)
Zeinab Shahbazi, Yung-Cheol Byun
Blockchain-Based Event Detection and Trust Verification Using Natural Language Processing and Machine Learning. IEEE Access 10 (2022)
Prince Waqas Khan, Yung-Cheol Byun
Multi-Fault Detection and Classification of Wind Turbines Using Stacking Classifier. Sensors 22 (18) (2022)
Tahira Iqbal, Arslan Shaukat, Muhammad Usman Akram, Abdul Wahab Muzaffar, Zartasha Mustansar, Yung-Cheol Byun
A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax Using Class-Imbalanced Chest X-Rays Dataset. IEEE Access 10 (2022)
Subhajit Chatterjee, Debapriya Hazra, Yung-Cheol Byun
IncepX-Ensemble: Performance Enhancement Based on Data Augmentation and Hybrid Learning for Recycling Transparent PET Bottles. IEEE Access 10 (2022)
Sadiqa Jafari, Yung-Cheol Byun
Prediction of the Battery State Using the Digital Twin Framework Based on the Battery Management System. IEEE Access 10 (2022)
Zeinab Shahbazi, Yung-Cheol Byun
Knowledge Discovery on Cryptocurrency Exchange Rate Prediction Using Machine Learning Pipelines. Sensors 22 (5) (2022)
Zeinab Shahbazi, Yung-Cheol Byun
Analysis of the Security and Reliability of Cryptocurrency Systems Using Knowledge Discovery and Machine Learning Methods. Sensors 22 (23) (2022)
Zeinab Shahbazi, Yung-Cheol Byun
Integration of Blockchain, IoT and Machine Learning for Multistage Quality Control and Enhancing Security in Smart Manufacturing. Sensors 21 (4) (2021)
Zeinab Shahbazi, Yung-Cheol Byun
A Framework of Vehicular Security and Demand Service Prediction Based on Data Analysis Integrated with Blockchain Approach. Sensors 21 (10) (2021)
Sejoon Park, Chul-Ung Kang, Yung-Cheol Byun
Extreme Gradient Boosting for Recommendation System by Transforming Product Classification into Regression Based on Multi-Dimensional Word2Vec. Symmetry 13 (5) (2021)
Pyae Pyae Phyo, Yung-Cheol Byun
Hybrid Ensemble Deep Learning-Based Approach for Time Series Energy Prediction. Symmetry 13 (10) (2021)
Zeinab Shahbazi, Yung-Cheol Byun
Topic prediction and knowledge discovery based on integrated topic modeling and deep neural networks approaches. J. Intell. Fuzzy Syst. 41 (1) (2021)
Yong-Woon Kim, Yung-Cheol Byun, Addapalli V. N. Krishna
Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models. Entropy 23 (2) (2021)
Yong-Woon Kim, Yung-Cheol Byun, Addapalli V. N. Krishna, Balachandran Krishnan
Selfie Segmentation in Video Using N-Frames Ensemble. IEEE Access 9 (2021)
Zeinab Shahbazi, Yung-Cheol Byun
Fake Media Detection Based on Natural Language Processing and Blockchain Approaches. IEEE Access 9 (2021)
Zeinab Shahbazi, Yung-Cheol Byun
Improving the Cryptocurrency Price Prediction Performance Based on Reinforcement Learning. IEEE Access 9 (2021)
Tahira Iqbal, Arslan Shaukat, Usman Akram, Zartasha Mustansar, Yung-Cheol Byun
A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax using Class-Imbalanced Chest X-rays Dataset. CoRR (2020)
Prince Waqas Khan, Yung-Cheol Byun, Muhammad Ahsan Latif
Clifford Geometric Algebra-Based Approach for 3D Modeling of Agricultural Images Acquired by UAVs. IEEE Access 8 (2020)
Zeinab Shahbazi, Yung-Cheol Byun
Topic modeling in short-text using non-negative matrix factorization based on deep reinforcement learning. J. Intell. Fuzzy Syst. 39 (1) (2020)
Zeinab Shahbazi, Yung-Cheol Byun
Towards a Secure Thermal-Energy Aware Routing Protocol in Wireless Body Area Network Based on Blockchain Technology. Sensors 20 (12) (2020)
Prince Waqas Khan, Yung-Cheol Byun
Genetic Algorithm Based Optimized Feature Engineering and Hybrid Machine Learning for Effective Energy Consumption Prediction. IEEE Access 8 (2020)
Aneeqa Ahmed, Yung-Cheol Byun, Debapriya Hazra
Edge detection for Roof Images using Transfer Learning. ICIS (2019)
Aneeqa Ahmed, Yung-Cheol Byun
Edge Detection using CNN for Roof Images. APIT (2019)
Aneeqa Ahmed, Yung-Cheol Byun, Sang-Yong Byun
Edge Detection in Roof Images Using Transfer Learning in CNN. CSII (selected papers) (2019)
Liaq Mudassar, Yung-Cheol Byun
Customer Prediction using Parking Logs with Recurrent Neural Networks. Int. J. Networked Distributed Comput. 6 (3) (2018)
Benedicto B. Balilo Jr., Bobby D. Gerardo, Ruji P. Medina, Yung-Cheol Byun
A Unique One-Time Password Table Sequence Pattern Authentication: Application to Bicol University Union of Federated Faculty Association, Inc. (BUUFFAI) eVoting System. CoRR (2017)
Mark Ian Animas, Yung-Cheol Byun, Bobby D. Gerardo, Ma. Beth S. Concepcion
Decision support system for agricultural management using prediction algorithm. ICIS (2013)
Young-Guk Ha, Ae-cheoun Eun, Yung-Cheol Byun
Efficient Sensor Localization for Indoor Environments Using Classification of Link Quality Patterns. Int. J. Distributed Sens. Networks 9 (2013)
Sejin Oh, Yung-Cheol Byun
The Design and Implementation of Augmented Reality Learning Systems. ACIS-ICIS (2012)
Jo Ryan Basco, Bobby D. Gerardo, Cyreneo Dofitas Jr., Yung-Cheol Byun
A Rule-based Parallel Processing to Speed-Up an Application. CEC (2012)
Young-Guk Ha, Heemin Kim, Yung-Cheol Byun
Energy-Efficient Fire Monitoring over Cluster-Based Wireless Sensor Networks. Int. J. Distributed Sens. Networks 8 (2012)
Jeric Ryan R. De Josef, Bobby D. Gerardo, Ma. Beth S. Concepcion, Kyle Gabriel V. Oreta, Yung-Cheol Byun
Ultrasonic Key Recognition: Security Algorithm for Pre-composed High Frequency Sound as a Mode of Unlocking a Security Lock. ACIS-ICIS (2012)
Young-Guk Ha, Yung-Cheol Byun
A Ubiquitous Homecare Service System Using a Wearable User Interface Device. ACIS-ICIS (2012)
Mark Dominic Cabioc, Bobby D. Gerardo, Yung-Cheol Byun
SMS-Based Automatic Billing System of Household Power Consumption Based on Active Experts Messaging. FGIT-FGCN (2) (2011)
Ana Rhea Pangapalan, Bobby D. Gerardo, Yung-Cheol Byun, Joel T. de Castro, Francisca D. Osorio
Automated Video Surveillance for Monitoring Intrusions Using Intelligent Middleware Based on Neural Network. FGIT-FGCN (2) (2011)
Ariel M. Sison, Bartolome T. Tanguilig III, Bobby D. Gerardo, Yung-Cheol Byun
An Improved Data Encryption Standard to Secure Data Using Smart Cards. SERA (2011)
Bobby D. Gerardo, Yung-Cheol Byun, Bartolome T. Tanguilig III
Hierarchical Clustering and Association Rule Discovery Process for Efficient Decision Support System. FGIT-FGCN (2) (2011)
Bartolome T. Tanguilig III, Ariel M. Sison, Bobby D. Gerardo, Yung-Cheol Byun
Data Extraction Using Preprocessing Compression Based on LZW to Improve DB Performance. SERA (2011)
Jin Gyu Shin, Doug Won Choi, Dong Cheol Lee, Yung-Cheol Byun
Search Tree Generation for the Exception Handling of E-Commerce Delivery Process. Comput. Informatics 30 (4) (2011)
Young-Sik Noh, Dae-Oh Han, Yung-Cheol Byun
Real-Time Data Stream Processing for Ubiquitous Home Network Systems. MUE (2010)
Yung-Cheol Byun, Ji-Wong Byun, Sang-Yong Byun, Bobby D. Gerardo
ALE-Compliant RFID Middleware for Mobile Environment. SNPD (2009)
Jeong-Hee Kim, Do-Hyeon Kim, Ho-Young Kwak, Yung-Cheol Byun
Integration between WSNs and Internet based on Address Internetworking for Web. Comput. Informatics 27 (5) (2008)
Jeong-Hee Kim, Do-Hyeon Kim, Ho-Young Kwak, Yung-Cheol Byun
Address Internetworking between WSNs and Internet supporting Web Services. MUE (2007)
Gyung-Leen Park, Hee Yong Youn, Junghoon Lee, Chul Soo Kim, Bongkyu Lee, Sang Joon Lee, Wang-Cheol Song, Yung-Cheol Byun
Performance Evaluation of Parallel Systems Employing Roll-Forward Checkpoint Schemes. ICCSA (5) (2006)
Sang Hyun Oh, Jin-Suk Kang, Yung-Cheol Byun, Taikyeong T. Jeong, Won Suk Lee
Anomaly Intrusion Detection Based on Clustering a Data Stream. ISC (2006)
Hyun-Sook Chung, Jung-Min Kim, Yung-Cheol Byun, Sang-Yong Byun
Retrieving and Exploring Ontology-Based Human Motion Sequences. ICCSA (3) (2005)
Sang Hyun Oh, Jin-Suk Kang, Yung-Cheol Byun, Gyung-Leen Park, Sang-Yong Byun
Intrusion Detection based on Clustering a Data Stream. SERA (2005)