Youngdoo Son

34 papers Journal 33Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Batch active learning for time-series classification with multi-mode exploration.
Inf. Sci.
Sangho Lee, Chihyeon Choi, Hyungrok Do, Youngdoo Son
2025 J jnl
Black-box adversarial examples via frequency distortion against fault diagnosis systems.
Appl. Soft Comput.
Sangho Lee, Hoki Kim, Woojin Lee, Youngdoo Son
2025 J jnl
Homomorphic encryption-based fault diagnosis in IoT-enabled industrial systems.
Int. J. Inf. Sec.
Hoki Kim, Youngdoo Son, Junyoung Byun
2025 J jnl
Mixing High-Frequency Bands Based on Wavelet Decomposition for Long-Term State-of-Charge Forecasting of Lithium-Ion Batteries.
IEEE Access
Yeseo Joo, Chihyeon Choi, Sangho Lee, Youngdoo Son
2024 J jnl
Deep time-series clustering via latent representation alignment.
Knowl. Based Syst.
Sangho Lee, Chihyeon Choi, Youngdoo Son
2024 J jnl
Efficient visibility algorithm for high-frequency time-series: application to fault diagnosis with graph convolutional network.
Ann. Oper. Res.
Sangho Lee, Jeongsub Choi, Youngdoo Son
2024 J jnl
Evaluating practical adversarial robustness of fault diagnosis systems via spectrogram-aware ensemble method.
Eng. Appl. Artif. Intell.
Hoki Kim, Sangho Lee, Jaewook Lee, Woojin Lee, Youngdoo Son
2024 J jnl
Gaussian kernel with correlated variables for incomplete data.
Ann. Oper. Res.
Jeongsub Choi, Youngdoo Son, Myong K. Jeong
2024 J jnl
Graph contrastive learning with consistency regularization.
Pattern Recognit. Lett.
Soohong Lee, Sangho Lee, Jaehwan Lee, Woojin Lee, Youngdoo Son
2024 — conf
Learning Representation for Multitask Learning Through Self-supervised Auxiliary Learning.
ECCV (80)
Seokwon Shin, Hyungrok Do, Youngdoo Son
2024 J jnl
Learning Representation for Multitask learning through Self Supervised Auxiliary learning.
CoRR
Seokwon Shin, Hyungrok Do, Youngdoo Son
2024 J jnl
Multi-stage ensemble with refinement for noisy labeled data classification.
Expert Syst. Appl.
Chihyeon Choi, Woojin Lee, Youngdoo Son
2024 J jnl
Relation-preserving masked modeling for semi-supervised time-series classification.
Inf. Sci.
Sangho Lee, Chihyeon Choi, Youngdoo Son
2024 J jnl
Spatio-Temporal Consistency for Multivariate Time-Series Representation Learning.
IEEE Access
Sangho Lee, Wonjoon Kim, Youngdoo Son
2023 J jnl
A 0.57 mW@1 FPS In-Column Analog CNN Processor Integrated Into CMOS Image Sensor.
IEEE Access
Bohyeok Jeong, Jaehwan Lee, Jaihyuk Choi, Minkyu Song, Youngdoo Son, Soo Youn Kim
2023 J jnl
A 240-FPS In-Column Binarized Neural Network Processing in CMOS Image Sensors.
IEEE Trans. Circuits Syst. II Express Briefs
Bohyeok Jeong, Jaehwan Lee, Suhyeon Lee, Soyeon Lee, Youngdoo Son, Soo Youn Kim
2023 J jnl
Categorizing affective response of customer with novel explainable clustering algorithm: The case study of Amazon reviews.
Electron. Commer. Res. Appl.
Wonjoon Kim, Keonwoo Nam, Youngdoo Son
2022 J jnl
Multitask learning with single gradient step update for task balancing.
Neurocomputing
Sungjae Lee, Youngdoo Son
2022 J jnl
Restricted Relevance Vector Machine for Missing Data and Application to Virtual Metrology.
IEEE Trans Autom. Sci. Eng.
Jeongsub Choi, Youngdoo Son, Myong K. Jeong
2021 J jnl
An Optimized Framework for Energy-Resource Allocation in a Cloud Environment based on the Whale Optimization Algorithm.
Sensors
Shanky Goyal, Shashi Bhushan, Yogesh Kumar, Abu ul Hassan Sarwar Rana, Muhammad Raheel Bhutta, Muhammad Fazal Ijaz, Youngdoo Son
2021 J jnl
Dynamical Properties of Ion-Acoustic Waves in Space Plasma and Its Application to Image Encryption.
IEEE Access
Jharna Tamang, Jean De Dieu Nkapkop, Muhammad Fazal Ijaz, Punam Kumari Prasad, Nestor Tsafack, Asit Saha, Jacques Kengne, Youngdoo Son
2021 J jnl
Fuzzy kernel K-medoids clustering algorithm for uncertain data objects.
Pattern Anal. Appl.
Behnam Tavakkol, Youngdoo Son
2021 J jnl
Weighted co-association rate-based Laplacian regularized label description for semi-supervised regression.
Inf. Sci.
Jaehong Yu, Youngdoo Son
2020 J jnl
Data-Driven Cervical Cancer Prediction Model with Outlier Detection and Over-Sampling Methods.
Sensors
Muhammad Fazal Ijaz, Muhammad Attique, Youngdoo Son
2020 J jnl
Design of an Always-On Image Sensor Using an Analog Lightweight Convolutional Neural Network.
Sensors
Jaihyuk Choi, Sungjae Lee, Youngdoo Son, Soo Youn Kim
2020 J jnl
Generalized support vector data description for anomaly detection.
Pattern Recognit.
Mehmet Turkoz, Sangahn Kim, Youngdoo Son, Myong K. Jeong, Elsayed A. Elsayed
2020 J jnl
Multitask Learning with Single Gradient Step Update for Task Balancing.
CoRR
Sungjae Lee, Youngdoo Son
2018 J jnl
Learning representative exemplars using one-class Gaussian process regression.
Pattern Recognit.
Youngdoo Son, Sujee Lee, Saerom Park, Jaewook Lee
2018 J jnl
Regression with re-labeling for noisy data.
Expert Syst. Appl.
Youngdoo Son, Seokho Kang
2016 J jnl
Active learning using transductive sparse Bayesian regression.
Inf. Sci.
Youngdoo Son, Jaewook Lee
2016 J jnl
Nonparametric machine learning models for predicting the credit default swaps: An empirical study.
Expert Syst. Appl.
Youngdoo Son, Hyeongmin Byun, Jaewook Lee
2016 J jnl
Self-correcting ensemble using a latent consensus model.
Appl. Soft Comput.
Namhyoung Kim, Youngdoo Son, Youngjo Lee, Jaewook Lee
2015 J jnl
Voronoi Cell-Based Clustering Using a Kernel Support.
IEEE Trans. Knowl. Data Eng.
Kyoungok Kim, Youngdoo Son, Jaewook Lee
2012 J jnl
Forecasting trends of high-frequency KOSPI200 index data using learning classifiers.
Expert Syst. Appl.
Youngdoo Son, Dong-jin Noh, Jaewook Lee