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Youngdoo Son · SciRah

Researcher profile · Semantic Scholar

Youngdoo Son

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Youngdoo Son — researcher profile on SciRah

h-index: 17
Works: 47
Citations: 1,040

Most-cited papers

Data-Driven Cervical Cancer Prediction Model with Outlier Detection and Over-Sampling Methods
Muhammad Fazal Ijaz, M. Attique, Youngdoo Son
2020Italian National Conference on Sensors235 citations Open access
Semantic Scholar
An Optimized Framework for Energy-Resource Allocation in a Cloud Environment based on the Whale Optimization Algorithm
Shanky Goyal, S. Bhushan, Yogesh Kumar, A. U. H. S. Rana +3 more
2021Italian National Conference on Sensors84 citations Open access
Semantic Scholar
Dynamical Properties of Ion-Acoustic Waves in Space Plasma and Its Application to Image Encryption
Jharna Tamang, Jean de Dieu Nkapkop, Muhammad Fazal Ijaz, P. K. Prasad +4 more
2021IEEE Access68 citations Open access
Semantic Scholar
Artificial intelligence in positioning between mandibular third molar and inferior alveolar nerve on panoramic radiography
Eunhye Choi, Soohong Lee, E. Jeong, Seokwon Shin +4 more
2022Scientific Reports61 citations Open access
Semantic Scholar
Generalized support vector data description for anomaly detection
M. Turkoz, Sangahn Kim, Youngdoo Son, M. Jeong +1 more
2020Pattern Recognition58 citations
Semantic Scholar
Classification of Children’s Sitting Postures Using Machine Learning Algorithms
Yong Min Kim, Youngdoo Son, Wonjoon Kim, Byungki Jin +1 more
2018Applied Sciences58 citations Open access
Semantic Scholar
Forecasting Daily Temperatures with Different Time Interval Data Using Deep Neural Networks
Sungjae Lee, Yung-Seop Lee, Youngdoo Son
2020Applied Sciences45 citations Open access
Semantic Scholar
Development of methodology for classification of user experience (UX) in online customer review
Youngdoo Son, Wonjoon Kim
2023Journal of Retailing and Consumer Services35 citations
Semantic Scholar
Forecasting trends of high-frequency KOSPI200 index data using learning classifiers
Youngdoo Son, Dong-jin Noh, Jaewook Lee
2012Expert systems with applications34 citations
Semantic Scholar
Nonparametric machine learning models for predicting the credit default swaps: An empirical study
Youngdoo Son, Hyeongmin Byun, Jaewook Lee
2016Expert systems with applications33 citations
Semantic Scholar
Multitask Learning with Single Gradient Step Update for Task Balancing
Sungjae Lee, Youngdoo Son
2020Neurocomputing30 citations Open access
Semantic Scholar
Design of an Always-On Image Sensor Using an Analog Lightweight Convolutional Neural Network
Jaihyuk Choi, Sungjae Lee, Youngdoo Son, S. Kim
2020Italian National Conference on Sensors26 citations Open access
Semantic Scholar
Multi-order graph attention network for water solubility prediction and interpretation
Sang-Ho Lee, Hyunwoo Park, Chihyeon Choi, Wonjoon Kim +5 more
2023Scientific Reports22 citations Open access
Semantic Scholar
Chronic Disease Prediction Using Character-Recurrent Neural Network in The Presence of Missing Information
Changgyun Kim, Youngdoo Son, Sekyoung Youm
2019Applied Sciences21 citations Open access
Semantic Scholar
Active learning using transductive sparse Bayesian regression
Youngdoo Son, Jaewook Lee
2016Information Sciences18 citations
Semantic Scholar
Categorizing affective response of customer with novel explainable clustering algorithm: The case study of Amazon reviews
Wonjoon Kim, Keonwoo Nam, Youngdoo Son
2023Electronic Commerce Research and Applications17 citations
Semantic Scholar
Predicting Market Impact Costs Using Nonparametric Machine Learning Models
Saerom Park, Jaewook Lee, Youngdoo Son
2016PLoS ONE17 citations Open access
Semantic Scholar
Voronoi Cell-Based Clustering Using a Kernel Support
Kyoungok Kim, Youngdoo Son, Jaewook Lee
2015IEEE Transactions on Knowledge and Data Engineering15 citations
Semantic Scholar
Artificial intelligence in diagnosing dens evaginatus on periapical radiography with limited data availability
Eunhye Choi, Kang-Mi Pang, E. Jeong, Sang-Ho Lee +2 more
2023Scientific Reports14 citations Open access
Semantic Scholar
Motor Load Balancing with Roll Force Prediction for a Cold-Rolling Setup with Neural Networks
Sang-Ho Lee, Youngdoo Son
2021Mathematics14 citations Open access
Semantic Scholar
Evaluating practical adversarial robustness of fault diagnosis systems via spectrogram-aware ensemble method
Hoki Kim, Sang-Ho Lee, Jaewook Lee, Woo-Jin Lee +1 more
2024Engineering applications of artificial intelligence13 citations
Semantic Scholar
Fuzzy kernel K-medoids clustering algorithm for uncertain data objects
Behnam Tavakkol, Youngdoo Son
2021Pattern Analysis and Applications13 citations
Semantic Scholar
Machine Learning for the Expedited Screening of Hydrogen Evolution Catalysts for Transition Metal‐Doped Transition Metal Dichalcogenides
Jaeho Lee, Jaehwan Lee, Seokwon Shin, Youngdoo Son +1 more
2023International Journal of Energy Research11 citations Open access
Semantic Scholar
Spatio-Temporal Consistency for Multivariate Time-Series Representation Learning
Sang-Ho Lee, Wonjoon Kim, Youngdoo Son
2024IEEE Access9 citations Open access
Semantic Scholar
A 240-FPS In-Column Binarized Neural Network Processing in CMOS Image Sensors
Bohyeok Jeong, Jaehwan Lee, Suhyeon Lee, Soyeon Lee +2 more
2023IEEE Transactions on Circuits and Systems - II - Express Briefs9 citations
Semantic Scholar
Weighted co-association rate-based Laplacian regularized label description for semi-supervised regression
Jaehong Yu, Youngdoo Son
2021Information Sciences9 citations
Semantic Scholar
Learning representative exemplars using one-class Gaussian process regression
Youngdoo Son, Sujee Lee, Saerom Park, Jaewook Lee
2018Pattern Recognition9 citations
Semantic Scholar
Relation-preserving masked modeling for semi-supervised time-series classification
Sang-Ho Lee, Chihyeon Choi, Youngdoo Son
2024Information Sciences8 citations
Semantic Scholar
Efficient visibility algorithm for high-frequency time-series: application to fault diagnosis with graph convolutional network
Sang-Ho Lee, Jeongsub Choi, Youngdoo Son
2023Annals of Operations Research8 citations
Semantic Scholar
Missing Value Imputation in Stature Estimation by Learning Algorithms Using Anthropometric Data: A Comparative Study
Youngdoo Son, Wonjoon Kim
2020Applied Sciences8 citations Open access
Semantic Scholar
Scalable Synthesis of Pt Nanoflowers on Solution‐Processed MoS2 Thin Film for Efficient Hydrogen Evolution Reaction
Y. Cho, Dongjoon Rhee, J. Eom, Jihyun Kim +5 more
2022Small Science7 citations Open access
Semantic Scholar
Repetitive patterns in the locations of touch errors for two-thumb text entry on a smartphone.
Hayeon Yu, Keonwoo Nam, Seokwon Shin, Min Choi +2 more
2021Applied Ergonomics7 citations
Semantic Scholar
Multi-stage ensemble with refinement for noisy labeled data classification
Chihyeon Choi, Woo-Jin Lee, Youngdoo Son
2024Expert systems with applications6 citations
Semantic Scholar
Restricted Relevance Vector Machine for Missing Data and Application to Virtual Metrology
Jeongsub Choi, Youngdoo Son, M. Jeong
2022IEEE Transactions on Automation Science and Engineering6 citations
Semantic Scholar
A 0.57 mW@1 FPS In-Column Analog CNN Processor Integrated Into CMOS Image Sensor
Bohyeok Jeong, Jaehwan Lee, Jaihyuk Choi, Minkyu Song +2 more
2023IEEE Access5 citations Open access
Semantic Scholar
Genetic descriptor search algorithm for predicting hydrogen adsorption free energy of 2D material
Jaehwan Lee, Seokwon Shin, Jaeho Lee, Young-Kyu Han +2 more
2023Scientific Reports5 citations Open access
Semantic Scholar
Artificial Intelligence in Positioning Between Tooth and Nerve on Panoramic Radiography
Eunhye Choi, Soohong Lee, Eunjae Jeong, S. Shin +3 more
20212 citations Open access
Semantic Scholar
Predicting Arbitrage-free American Option Prices Using Artificial Neural Network with Pseudo Inputs
Younhee Lee, Youngdoo Son
2021Industrial Engineering & Management Systems2 citations
Semantic Scholar
Self-correcting ensemble using a latent consensus model
Namhyoung Kim, Youngdoo Son, Youngjo Lee, Jaewook Lee
2016Applied Soft Computing2 citations
Semantic Scholar
Graph contrastive learning with consistency regularization
Soohong Lee, Sang-Ho Lee, Jaehwan Lee, Woo-Jin Lee +1 more
2024Pattern Recognition Letters1 citations
Semantic Scholar
Regression with re-labeling for noisy data
Youngdoo Son, Seokho Kang
2018Expert systems with applications1 citations
Semantic Scholar
User-Specific Analysis of Smartphone Touch Errors Using Interpretable Deep Neural Networks
Seokwon Shin, Hayeon Yu, Joonho Chang, Youngdoo Son
2026Industrial Engineering & Management Systems0 citations
Semantic Scholar
Novel Graph-Based Features for Bearing Fault Diagnosis: Two Aspects of Time Series Structure
Sang-Ho Lee, Youngdoo Son, Chihyeon Choi
2022PHM Society European Conference0 citations Open access
Semantic Scholar
Effects of Keyword Search Volume on Credit Default Swap Spread Prediction
Hyeongmin Byun, Youngdoo Son, Jaewook Lee
20150 citations
Semantic Scholar
Exploring Nonparametric Strategies for Pricing American Index Options
Hyeongmin Byun, Hyunwoong Ji, Jaewook Lee, Youngdoo Son
20150 citations
Semantic Scholar
Comparative Research on Parameter Estimation via Particle Filtering
H. Jang, Youngdoo Son, Jaewook Lee, Gyu-Sik Han
20140 citations
Semantic Scholar
New Ensemble Combination Scheme
Namhyoung Kim, Youngdoo Son, Jaewook Lee
20130 citations
Semantic Scholar

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