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ORCIDYungcheol Byun
Yung-Cheol Byun – Yung Cheol Byun – 영철 변
Person information
- unicode name: 영철 변
- affiliation: Jeju National University, South Korea
- affiliation (former): Electronics and Telecommunications Research Institute, South Korea
- affiliation (former): Yonsei University, South Korea
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2020 – today
- 2024
[j53]Amreen Batool
, Yung-Cheol Byun:
Toward Improving Breast Cancer Classification Using an Adaptive Voting Ensemble Learning Algorithm. IEEE Access 12: 12869-12882 (2024)- [j52]Amreen Batool, Yung-Cheol Byun:
Enhanced Sentiment Analysis and Topic Modeling During the Pandemic Using Automated Latent Dirichlet Allocation. IEEE Access 12: 81206-81220 (2024) - [j51]Kinza Nazir, Jisoo Kim, Yung-Cheol Byun:
Enhancing Early-Stage Diabetic Retinopathy Detection Using a Weighted Ensemble of Deep Neural Networks. IEEE Access 12: 113565-113579 (2024) - [j50]Subhajit Chatterjee, Joon-Min Gil, Yung-Cheol Byun:
Early Detection of Multiclass Skin Lesions Using Transfer Learning-Based IncepX-Ensemble Model. IEEE Access 12: 113677-113693 (2024) - [j49]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: 108412 (2024) - [j48]Cyreneo Dofitas Jr., Joon-Min Gil, Yung-Cheol Byun:
Multi-Directional Long-Term Recurrent Convolutional Network for Road Situation Recognition. Sensors 24(14): 4618 (2024) - [j47]Sadiqa Jafari, Yung Cheol Byun:
Accurate remaining useful life estimation of lithium-ion batteries in electric vehicles based on a measurable feature-based approach with explainable AI. J. Supercomput. 80(4): 4707-4732 (2024) - 2023
- [j46]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: 37203-37215 (2023) - [j45]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: 87034-87046 (2023) - [j44]Sadiqa Jafari, Yung-Cheol Byun, Seok Jun Ko:
A Novel Approach for Predicting Remaining Useful Life and Capacity Fade in Lithium-Ion Batteries Using Hybrid Machine Learning. IEEE Access 11: 131950-131963 (2023) - [j43]Sadiqa Jafari, Yung-Cheol Byun:
A CNN-GRU Approach to the Accurate Prediction of Batteries' Remaining Useful Life from Charging Profiles. Comput. 12(11): 219 (2023) - [j42]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): 107104 (2023) - [j41]Subhajit Chatterjee, Yung-Cheol Byun:
A Synthetic Data Generation Technique for Enhancement of Prediction Accuracy of Electric Vehicles Demand. Sensors 23(2): 594 (2023) - [j40]Yongjun Kim, Yung-Cheol Byun:
Enhancing Quality Control in Web-based Participatory Augmented Reality Business Card Information System Design. Sensors 23(8): 4068 (2023) - [c29]Sadiqa Jafari, Yung-Cheol Byun:
Enhancing Predictive Battery Maintenance Through the Use of Explainable Boosting Machine. NiDS (2) 2023: 55-66 - [c28]Amreen Batool, Yung-Cheol Byun:
Augmented Intelligence Assisted Deep Learning Approach for Multi-Class Skin Cancer Classification. NiDS (1) 2023: 176-186 - 2022
- [j39]Zeinab Shahbazi, Yung-Cheol Byun:
Blockchain-Based Event Detection and Trust Verification Using Natural Language Processing and Machine Learning. IEEE Access 10: 5790-5800 (2022) - [j38]Wafa Shafqat, Yung-Cheol Byun:
A Hybrid GAN-Based Approach to Solve Imbalanced Data Problem in Recommendation Systems. IEEE Access 10: 11036-11047 (2022) - [j37]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: 27670-27683 (2022) - [j36]Zeinab Shahbazi, Yung-Cheol Byun:
Machine Learning-Based Analysis of Cryptocurrency Market Financial Risk Management. IEEE Access 10: 37848-37856 (2022) - [j35]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: 52280-52293 (2022) - [j34]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: 113410-113426 (2022) - [j33]Sadiqa Jafari, Yung-Cheol Byun:
Prediction of the Battery State Using the Digital Twin Framework Based on the Battery Management System. IEEE Access 10: 124685-124696 (2022) - [j32]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: 107019 (2022) - [j31]Zeinab Shahbazi, Yung-Cheol Byun:
Knowledge Discovery on Cryptocurrency Exchange Rate Prediction Using Machine Learning Pipelines. Sensors 22(5): 1740 (2022) - [j30]Prince Waqas Khan, Yung-Cheol Byun:
Multi-Fault Detection and Classification of Wind Turbines Using Stacking Classifier. Sensors 22(18): 6955 (2022) - [j29]Subhajit Chatterjee, Yung-Cheol Byun:
Voting Ensemble Approach for Enhancing Alzheimer's Disease Classification. Sensors 22(19): 7661 (2022) - [j28]Subhajit Chatterjee, Yung-Cheol Byun:
EEG-Based Emotion Classification Using Stacking Ensemble Approach. Sensors 22(21): 8550 (2022) - [j27]Zeinab Shahbazi, Yung-Cheol Byun:
Analysis of the Security and Reliability of Cryptocurrency Systems Using Knowledge Discovery and Machine Learning Methods. Sensors 22(23): 9083 (2022) - [j26]Sadiqa Jafari, Yung-Cheol Byun:
XGBoost-Based Remaining Useful Life Estimation Model with Extended Kalman Particle Filter for Lithium-Ion Batteries. Sensors 22(23): 9522 (2022) - [j25]Pyae Pyae Phyo, Yung-Cheol Byun, Namje Park:
Short-Term Energy Forecasting Using Machine-Learning-Based Ensemble Voting Regression. Symmetry 14(1): 160 (2022) - [c27]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: 84-88 - 2021
- [j24]Zeinab Shahbazi, Yung-Cheol Byun:
Fake Media Detection Based on Natural Language Processing and Blockchain Approaches. IEEE Access 9: 128442-128453 (2021) - [j23]Zeinab Shahbazi, Yung-Cheol Byun:
Improving the Cryptocurrency Price Prediction Performance Based on Reinforcement Learning. IEEE Access 9: 162651-162659 (2021) - [j22]Yong-Woon Kim, Yung-Cheol Byun, Addapalli V. N. Krishna, Balachandran Krishnan:
Selfie Segmentation in Video Using N-Frames Ensemble. IEEE Access 9: 163348-163362 (2021) - [j21]Yong-Woon Kim, Yung-Cheol Byun, Addapalli V. N. Krishna:
Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models. Entropy 23(2): 197 (2021) - [j20]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): 2441-2457 (2021) - [j19]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): 1467 (2021) - [j18]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): 3314 (2021) - [j17]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): 758 (2021) - [j16]Pyae Pyae Phyo, Yung-Cheol Byun:
Hybrid Ensemble Deep Learning-Based Approach for Time Series Energy Prediction. Symmetry 13(10): 1942 (2021) - 2020
- [j15]Debapriya Hazra, Yungcheol Byun:
OEBR-GAN: Object Extraction and Background Recovery Generative Adversarial Networks. IEEE Access 8: 135730-135741 (2020) - [j14]Prince Waqas Khan, Yung-Cheol Byun:
Genetic Algorithm Based Optimized Feature Engineering and Hybrid Machine Learning for Effective Energy Consumption Prediction. IEEE Access 8: 196274-196286 (2020) - [j13]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: 226297-226308 (2020) - [j12]Prince Waqas Khan, Yungcheol Byun:
A Blockchain-Based Secure Image Encryption Scheme for the Industrial Internet of Things. Entropy 22(2): 175 (2020) - [j11]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): 753-770 (2020) - [j10]Prince Waqas Khan, Yungcheol Byun, Namje Park:
IoT-Blockchain Enabled Optimized Provenance System for Food Industry 4.0 Using Advanced Deep Learning. Sensors 20(10): 2990 (2020) - [j9]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): 3604 (2020) - [j8]Prince Waqas Khan, Yungcheol Byun:
Smart Contract Centric Inference Engine For Intelligent Electric Vehicle Transportation System. Sensors 20(15): 4252 (2020) - [j7]Zeinab Shahbazi, Debapriya Hazra, Sejoon Park, Yung Cheol Byun:
Toward Improving the Prediction Accuracy of Product Recommendation System Using Extreme Gradient Boosting and Encoding Approaches. Symmetry 12(9): 1566 (2020) - [j6]Zeinab Shahbazi, Yung Cheol Byun:
Toward Social Media Content Recommendation Integrated with Data Science and Machine Learning Approach for E-Learners. Symmetry 12(11): 1798 (2020) - [i2]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 abs/2012.11911 (2020)
2010 – 2019
- 2019
- [c26]Aneeqa Ahmed, Yung-Cheol Byun, Debapriya Hazra:
Edge detection for Roof Images using Transfer Learning. ICIS 2019: 92-98 - [c25]Aneeqa Ahmed, Yung-Cheol Byun:
Edge Detection using CNN for Roof Images. APIT 2019: 75-78 - [c24]Aneeqa Ahmed, Yung-Cheol Byun, Sang-Yong Byun:
Edge Detection in Roof Images Using Transfer Learning in CNN. CSII (selected papers) 2019: 91-104 - 2018
- [j5]Mudassar Liaq, Yung-Cheol Byun:
Customer Prediction using Parking Logs with Recurrent Neural Networks. Int. J. Networked Distributed Comput. 6(3): 133-142 (2018) - 2017
- [i1]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 abs/1708.00562 (2017) - 2013
- [j4]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) - [c23]Mark Ian Animas, Yung-Cheol Byun, Bobby D. Gerardo, Ma. Beth S. Concepcion:
Decision support system for agricultural management using prediction algorithm. ICIS 2013: 191-194 - 2012
- [j3]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) - [c22]Young-Guk Ha, Yung-Cheol Byun:
A Ubiquitous Homecare Service System Using a Wearable User Interface Device. ACIS-ICIS 2012: 649-650 - [c21]Sejin Oh, Yung-Cheol Byun:
The Design and Implementation of Augmented Reality Learning Systems. ACIS-ICIS 2012: 651-654 - [c20]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: 655-660 - [c19]Jo Ryan Basco, Bobby D. Gerardo, Cyreneo Dofitas Jr., Yung-Cheol Byun:
A Rule-based Parallel Processing to Speed-Up an Application. CEC 2012: 144-146 - [p1]Sejin Oh, Yung-Cheol Byun:
A User-Adaptive Augmented Reality System in Mobile Computing Environment. Software and Network Engineering 2012: 41-53 - 2011
- [j2]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): 733-747 (2011) - [c18]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: 220-228 - [c17]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: 229-238 - [c16]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: 239-247 - [c15]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: 64-67 - [c14]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: 113-118 - 2010
- [c13]Young-Sik Noh, Dae-Oh Han, Yung-Cheol Byun:
Real-Time Data Stream Processing for Ubiquitous Home Network Systems. MUE 2010: 1-4
2000 – 2009
- 2009
- [c12]Yung-Cheol Byun, Ji-Wong Byun, Sang-Yong Byun, Bobby D. Gerardo:
ALE-Compliant RFID Middleware for Mobile Environment. SNPD 2009: 606-611 - 2008
- [j1]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): 707-718 (2008) - 2007
- [c11]Jeong-Hee Kim, Do-Hyeon Kim, Ho-Young Kwak, Yung-Cheol Byun:
Address Internetworking between WSNs and Internet supporting Web Services. MUE 2007: 232-240 - 2006
- [c10]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: 185-191 - [c9]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: 415-426 - 2005
- [c8]Hyun-Sook Chung, Jung-Min Kim, Yung-Cheol Byun, Sang-Yong Byun:
Retrieving and Exploring Ontology-Based Human Motion Sequences. ICCSA (3) 2005: 788-797 - [c7]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: 220-227 - 2001
- [c6]Yungcheol Byun, Sungsoo Yoon, Yeongwoo Choi, Gyeonghwan Kim, Yillbyung Lee:
An Efficient Form Classification Method Using Partial Matching. Australian Joint Conference on Artificial Intelligence 2001: 95-106 - [c5]Gyundo Kee, Yungcheol Byun, Kwanyong Lee, Yillbyung Lee:
Improved Techniques for an Iris Recognition System with High Performance. Australian Joint Conference on Artificial Intelligence 2001: 177-188 - [c4]Sungsoo Yoon, Yungcheol Byun, Gyeonghwan Kim, Yeongwoo Choi, Yillbyung Lee:
A Model of Unconstrained Digit Recognition Based on Hypothesis Testing and Data Reconstruction. Australian Joint Conference on Artificial Intelligence 2001: 581-592 - [c3]Yungcheol Byun, Yeongwoo Choi, Gyungwhan Kim, Yillbyung Lee:
Partial matching: an efficient form classification method. Document Recognition and Retrieval 2001: 341-352 - [c2]Yungcheol Byun, Joongbae Kim, Yeongwoo Choi, Gyeonghwan Kim, Yillbyung Lee:
Knowledge-Based Partial Matching: An Efficient Form Classification Method. GREC 2001: 25-35 - 2000
- [c1]Yungcheol Byun, Yillbyung Lee:
Form Classification Using DP Matching. SAC (1) 2000: 1-4
Coauthor Index
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