Yung-Cheol Byun - researchr alias

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Viewing Publication 1 - 68 from 68

2024

Toward Improving Breast Cancer Classification Using an Adaptive Voting Ensemble Learning AlgorithmAmreen Batool, Yung-Cheol Byun. access, 12:12869-12882, 2024. [doi]

Accurate remaining useful life estimation of lithium-ion batteries in electric vehicles based on a measurable feature-based approach with explainable AISadiqa Jafari, Yung-Cheol Byun. tjs, 80(4):4707-4732, March 2024. [doi]

2023

Lightweight EfficientNetB3 Model Based on Depthwise Separable Convolutions for Enhancing Classification of Leukemia White Blood Cell ImagesAmreen Batool, Yung-Cheol Byun. access, 11:37203-37215, 2023. [doi]

Augmented Intelligence Assisted Deep Learning Approach for Multi-Class Skin Cancer ClassificationAmreen Batool, Yung-Cheol Byun. nids 2023: 176-186 [doi]

Highly imbalanced fault classification of wind turbines using data resampling and hybrid ensemble method approachSubhajit Chatterjee, Yung-Cheol Byun. eaai, 126(Part D):107104, November 2023. [doi]

A Synthetic Data Generation Technique for Enhancement of Prediction Accuracy of Electric Vehicles DemandSubhajit Chatterjee, Yung-Cheol Byun. sensors, 23(2):594, January 2023. [doi]

A CNN-GRU Approach to the Accurate Prediction of Batteries' Remaining Useful Life from Charging ProfilesSadiqa Jafari, Yung-Cheol Byun. computers, 12(11):219, October 2023. [doi]

A Novel Approach for Predicting Remaining Useful Life and Capacity Fade in Lithium-Ion Batteries Using Hybrid Machine LearningSadiqa Jafari, Yung-Cheol Byun, Seokjun Ko. access, 11:131950-131963, 2023. [doi]

Optimizing Battery RUL Prediction of Lithium-Ion Batteries Based on Harris Hawk Optimization Approach Using Random Forest and LightGBMSadiqa Jafari, Yung-Cheol Byun. access, 11:87034-87046, 2023. [doi]

Enhancing Predictive Battery Maintenance Through the Use of Explainable Boosting MachineSadiqa Jafari, Yung-Cheol Byun. nids 2023: 55-66 [doi]

Enhancing Quality Control in Web-based Participatory Augmented Reality Business Card Information System DesignYongjun Kim, Yung-Cheol Byun. sensors, 23(8):4068, 2023. [doi]

2022

An Ensemble Architecture Based on Deep Learning Model for Click Fraud Detection in Pay-Per-Click Advertisement CampaignAmreen Batool, Yung-Cheol Byun. access, 10:113410-113426, 2022. [doi]

EEG-Based Emotion Classification Using Stacking Ensemble ApproachSubhajit Chatterjee, Yung-Cheol Byun. sensors, 22(21):8550, 2022. [doi]

IncepX-Ensemble: Performance Enhancement Based on Data Augmentation and Hybrid Learning for Recycling Transparent PET BottlesSubhajit Chatterjee, Debapriya Hazra, Yung-Cheol Byun. access, 10:52280-52293, 2022. [doi]

Voting Ensemble Approach for Enhancing Alzheimer's Disease ClassificationSubhajit Chatterjee, Yung-Cheol Byun. sensors, 22(19):7661, 2022. [doi]

Enhancing classification of cells procured from bone marrow aspirate smears using generative adversarial networks and sequential convolutional neural networkDebapriya Hazra, Yung-Cheol Byun, Woo Jin Kim. cmpb, 224:107019, 2022. [doi]

A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax Using Class-Imbalanced Chest X-Rays DatasetTahira Iqbal, Arslan Shaukat, Muhammad Usman Akram, Abdul Wahab Muzaffar, Zartasha Mustansar, Yung-Cheol Byun. access, 10:27670-27683, 2022. [doi]

Prediction of the Battery State Using the Digital Twin Framework Based on the Battery Management SystemSadiqa Jafari, Yung-Cheol Byun. access, 10:124685-124696, 2022. [doi]

XGBoost-Based Remaining Useful Life Estimation Model with Extended Kalman Particle Filter for Lithium-Ion BatteriesSadiqa Jafari, Yung-Cheol Byun. sensors, 22(23):9522, 2022. [doi]

Multi-Fault Detection and Classification of Wind Turbines Using Stacking ClassifierPrince Waqas Khan, Yung-Cheol Byun. sensors, 22(18):6955, 2022. [doi]

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: 84-88 [doi]

Short-Term Energy Forecasting Using Machine-Learning-Based Ensemble Voting RegressionPyae Pyae Phyo, Yung-Cheol Byun, Namje Park. symmetry, 14(1):160, 2022. [doi]

A Hybrid GAN-Based Approach to Solve Imbalanced Data Problem in Recommendation SystemsWafa Shafqat, Yung-Cheol Byun. access, 10:11036-11047, 2022. [doi]

Knowledge Discovery on Cryptocurrency Exchange Rate Prediction Using Machine Learning PipelinesZeinab Shahbazi, Yung-Cheol Byun. sensors, 22(5):1740, 2022. [doi]

Machine Learning-Based Analysis of Cryptocurrency Market Financial Risk ManagementZeinab Shahbazi, Yung-Cheol Byun. access, 10:37848-37856, 2022. [doi]

Blockchain-Based Event Detection and Trust Verification Using Natural Language Processing and Machine LearningZeinab Shahbazi, Yung-Cheol Byun. access, 10:5790-5800, 2022. [doi]

Analysis of the Security and Reliability of Cryptocurrency Systems Using Knowledge Discovery and Machine Learning MethodsZeinab Shahbazi, Yung-Cheol Byun. sensors, 22(23):9083, 2022. [doi]

2021

Selfie Segmentation in Video Using N-Frames EnsembleYong-Woon Kim, Yung-Cheol Byun, Addapalli V. N. Krishna, Balachandran Krishnan. access, 9:163348-163362, 2021. [doi]

Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning ModelsYong-Woon Kim, Yung-Cheol Byun, Addapalli V. N. Krishna. entropy, 23(2):197, 2021. [doi]

Extreme Gradient Boosting for Recommendation System by Transforming Product Classification into Regression Based on Multi-Dimensional Word2VecSeJoon Park, Chul-Ung Kang, Yung-Cheol Byun. symmetry, 13(5):758, 2021. [doi]

Hybrid Ensemble Deep Learning-Based Approach for Time Series Energy PredictionPyae Pyae Phyo, Yung-Cheol Byun. symmetry, 13(10):1942, 2021. [doi]

Topic prediction and knowledge discovery based on integrated topic modeling and deep neural networks approachesZeinab Shahbazi, Yung-Cheol Byun. jifs, 41(1):2441-2457, 2021. [doi]

A Framework of Vehicular Security and Demand Service Prediction Based on Data Analysis Integrated with Blockchain ApproachZeinab Shahbazi, Yung-Cheol Byun. sensors, 21(10):3314, 2021. [doi]

Improving the Cryptocurrency Price Prediction Performance Based on Reinforcement LearningZeinab Shahbazi, Yung-Cheol Byun. access, 9:162651-162659, 2021. [doi]

Integration of Blockchain, IoT and Machine Learning for Multistage Quality Control and Enhancing Security in Smart ManufacturingZeinab Shahbazi, Yung-Cheol Byun. sensors, 21(4):1467, 2021. [doi]

Fake Media Detection Based on Natural Language Processing and Blockchain ApproachesZeinab Shahbazi, Yung-Cheol Byun. access, 9:128442-128453, 2021. [doi]

2020

Clifford Geometric Algebra-Based Approach for 3D Modeling of Agricultural Images Acquired by UAVsPrince Waqas Khan, Yung-Cheol Byun, Muhammad Ahsan Latif. access, 8:226297-226308, 2020. [doi]

Genetic Algorithm Based Optimized Feature Engineering and Hybrid Machine Learning for Effective Energy Consumption PredictionPrince Waqas Khan, Yung-Cheol Byun. access, 8:196274-196286, 2020. [doi]

Toward Improving the Prediction Accuracy of Product Recommendation System Using Extreme Gradient Boosting and Encoding ApproachesZeinab Shahbazi, Debapriya Hazra, SeJoon Park, Yung-Cheol Byun. symmetry, 12(9):1566, 2020. [doi]

Toward Social Media Content Recommendation Integrated with Data Science and Machine Learning Approach for E-LearnersZeinab Shahbazi, Yung-Cheol Byun. symmetry, 12(11):1798, 2020. [doi]

Towards a Secure Thermal-Energy Aware Routing Protocol in Wireless Body Area Network Based on Blockchain TechnologyZeinab Shahbazi, Yung-Cheol Byun. sensors, 20(12):3604, 2020. [doi]

Topic modeling in short-text using non-negative matrix factorization based on deep reinforcement learningZeinab Shahbazi, Yung-Cheol Byun. jifs, 39(1):753-770, 2020. [doi]

2019

Edge Detection in Roof Images Using Transfer Learning in CNNAneeqa Ahmed, Yung-Cheol Byun, Sang-Yong Byun. csii 2020: 91-104 [doi]

Edge Detection using CNN for Roof ImagesAneeqa Ahmed, Yung-Cheol Byun. apit 2019: 75-78 [doi]

Edge detection for Roof Images using Transfer LearningAneeqa Ahmed, Yung-Cheol Byun, Debapriya Hazra. ACISicis 2019: 92-98 [doi]

2018

Customer Prediction using Parking Logs with Recurrent Neural NetworksLiaq Mudassar, Yung-Cheol Byun. ijndc, 6(3):133-142, 2018. [doi]

2013

Decision support system for agricultural management using prediction algorithmMark Ian Animas, Yung-Cheol Byun, Bobby D. Gerardo, Ma. Beth S. Concepcion. ACISicis 2013: 191-194 [doi]

Efficient Sensor Localization for Indoor Environments Using Classification of Link Quality PatternsYoung-Guk Ha, Ae-cheoun Eun, Yung-Cheol Byun. ijdsn, 2013, 2013. [doi]

2012

A Rule-based Parallel Processing to Speed-Up an ApplicationJo Ryan Basco, Bobby D. Gerardo, Cyreneo Dofitas Jr., Yung-Cheol Byun. wecwis 2012: 144-146 [doi]

A Ubiquitous Homecare Service System Using a Wearable User Interface DeviceYoung-Guk Ha, Yung-Cheol Byun. ACISicis 2012: 649-650 [doi]

Energy-Efficient Fire Monitoring over Cluster-Based Wireless Sensor NetworksYoung-Guk Ha, Heemin Kim, Yung-Cheol Byun. ijdsn, 2012, 2012. [doi]

Ultrasonic Key Recognition: Security Algorithm for Pre-composed High Frequency Sound as a Mode of Unlocking a Security LockJeric Ryan R. De Josef, Bobby D. Gerardo, Ma. Beth S. Concepcion, Kyle Gabriel V. Oreta, Yung-Cheol Byun. ACISicis 2012: 655-660 [doi]

A User-Adaptive Augmented Reality System in Mobile Computing EnvironmentSejin Oh, Yung-Cheol Byun. In Roger Lee, editor, Software and Network Engineering. Volume 413 of Studies in Computational Intelligence, pages 41-53, Springer, 2012. [doi]

The Design and Implementation of Augmented Reality Learning SystemsSejin Oh, Yung-Cheol Byun. ACISicis 2012: 651-654 [doi]

2011

SMS-Based Automatic Billing System of Household Power Consumption Based on Active Experts MessagingMark Dominic Cabioc, Bobby D. Gerardo, Yung-Cheol Byun. fgit 2011: 229-238 [doi]

Hierarchical Clustering and Association Rule Discovery Process for Efficient Decision Support SystemBobby D. Gerardo, Yung-Cheol Byun, Bartolome T. Tanguilig III. fgit 2011: 239-247 [doi]

Data Extraction Using Preprocessing Compression Based on LZW to Improve DB PerformanceBartolome T. Tanguilig III, Ariel M. Sison, Bobby D. Gerardo, Yung-Cheol Byun. sera 2011: 64-67 [doi]

Automated Video Surveillance for Monitoring Intrusions Using Intelligent Middleware Based on Neural NetworkAna Rhea Pangapalan, Bobby D. Gerardo, Yung-Cheol Byun, Joel T. de Castro, Francisca D. Osorio. fgit 2011: 220-228 [doi]

Search Tree Generation for the Exception Handling of E-Commerce Delivery ProcessJin Gyu Shin, Doug Won Choi, Dong Cheol Lee, Yung-Cheol Byun. cai, 30(4):733-747, 2011. [doi]

An Improved Data Encryption Standard to Secure Data Using Smart CardsAriel M. Sison, Bartolome T. Tanguilig III, Bobby D. Gerardo, Yung-Cheol Byun. sera 2011: 113-118 [doi]

2010

Real-Time Data Stream Processing for Ubiquitous Home Network SystemsYoung-Sik Noh, Dae-Oh Han, Yung-Cheol Byun. mue 2010: 1-4 [doi]

2009

ALE-Compliant RFID Middleware for Mobile EnvironmentYung-Cheol Byun, Ji-Wong Byun, Sang-Yong Byun, Bobby D. Gerardo. snpd 2009: 606-611 [doi]

2008

Integration between WSNs and Internet based on Address Internetworking for WebJeong Hee Kim, Do-Hyeon Kim, Ho-Young Kwak, Yung-Cheol Byun. cai, 27(5):707-718, 2008. [doi]

2007

Address Internetworking between WSNs and Internet supporting Web ServicesJeong Hee Kim, Do-Hyeon Kim, Ho-Young Kwak, Yung-Cheol Byun. mue 2007: 232-240 [doi]

2006

Anomaly Intrusion Detection Based on Clustering a Data StreamSang Hyun Oh, Jin-Suk Kang, Yung-Cheol Byun, Taikyeong T. Jeong, Won Suk Lee. iiswc 2006: 415-426 [doi]

Performance Evaluation of Parallel Systems Employing Roll-Forward Checkpoint SchemesGyung-Leen Park, Hee Yong Youn, Junghoon Lee, Chul Soo Kim, Bongkyu Lee, Sang Joon Lee, Wang-Cheol Song, Yung-Cheol Byun. iccsa 2006: 185-191 [doi]

2005

Retrieving and Exploring Ontology-Based Human Motion SequencesHyun-Sook Chung, Jung-Min Kim, Yung-Cheol Byun, Sang-Yong Byun. iccsa 2005: 788-797 [doi]

Intrusion Detection based on Clustering a Data StreamSang Hyun Oh, Jin-Suk Kang, Yung-Cheol Byun, Gyung-Leen Park, Sang-Yong Byun. sera 2005: 220-227 [doi]

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