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ORCIDYoungdoo Son
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2020 – today
- 2024
[j27]Sangho Lee
, Wonjoon Kim, Youngdoo Son:
Spatio-Temporal Consistency for Multivariate Time-Series Representation Learning. IEEE Access 12: 30962-30975 (2024)- [j26]Sangho Lee, Jeongsub Choi, Youngdoo Son:
Efficient visibility algorithm for high-frequency time-series: application to fault diagnosis with graph convolutional network. Ann. Oper. Res. 339(1-2): 813-833 (2024) - [j25]Jeongsub Choi, Youngdoo Son, Myong K. Jeong:
Gaussian kernel with correlated variables for incomplete data. Ann. Oper. Res. 341(1): 223-244 (2024) - [j24]Hoki Kim, Sangho Lee, Jaewook Lee, Woojin Lee, Youngdoo Son:
Evaluating practical adversarial robustness of fault diagnosis systems via spectrogram-aware ensemble method. Eng. Appl. Artif. Intell. 130: 107980 (2024) - [j23]Chihyeon Choi, Woojin Lee, Youngdoo Son:
Multi-stage ensemble with refinement for noisy labeled data classification. Expert Syst. Appl. 255: 124672 (2024) - [j22]Sangho Lee, Chihyeon Choi, Youngdoo Son:
Relation-preserving masked modeling for semi-supervised time-series classification. Inf. Sci. 681: 121213 (2024) - [j21]Sangho Lee, Chihyeon Choi, Youngdoo Son:
Deep time-series clustering via latent representation alignment. Knowl. Based Syst. 303: 112434 (2024) - [j20]Soohong Lee, Sangho Lee, Jaehwan Lee, Woojin Lee, Youngdoo Son:
Graph contrastive learning with consistency regularization. Pattern Recognit. Lett. 181: 43-49 (2024) - [i2]Seokwon Shin, Hyungrok Do, Youngdoo Son:
Learning Representation for Multitask learning through Self Supervised Auxiliary learning. CoRR abs/2409.16651 (2024) - 2023
- [j19]Bohyeok Jeong, Jaehwan Lee, Jaihyuk Choi, Minkyu Song, Youngdoo Son, Soo Youn Kim:
A 0.57 mW@1 FPS In-Column Analog CNN Processor Integrated Into CMOS Image Sensor. IEEE Access 11: 61082-61090 (2023) - [j18]Wonjoon Kim, Keonwoo Nam, Youngdoo Son:
Categorizing affective response of customer with novel explainable clustering algorithm: The case study of Amazon reviews. Electron. Commer. Res. Appl. 58: 101250 (2023) - [j17]Bohyeok Jeong, Jaehwan Lee, Suhyeon Lee, Soyeon Lee, Youngdoo Son, Soo Youn Kim:
A 240-FPS In-Column Binarized Neural Network Processing in CMOS Image Sensors. IEEE Trans. Circuits Syst. II Express Briefs 70(10): 3907-3911 (2023) - 2022
- [j16]Sungjae Lee, Youngdoo Son:
Multitask learning with single gradient step update for task balancing. Neurocomputing 467: 442-453 (2022) - [j15]Jeongsub Choi, Youngdoo Son, Myong K. Jeong:
Restricted Relevance Vector Machine for Missing Data and Application to Virtual Metrology. IEEE Trans Autom. Sci. Eng. 19(4): 3172-3183 (2022) - 2021
- [j14]Jharna Tamang, Jean De Dieu Nkapkop, Muhammad Fazal Ijaz, Punam Kumari Prasad, Nestor Tsafack, Asit Saha, Jacques Kengne, Youngdoo Son:
Dynamical Properties of Ion-Acoustic Waves in Space Plasma and Its Application to Image Encryption. IEEE Access 9: 18762-18782 (2021) - [j13]Jaehong Yu, Youngdoo Son:
Weighted co-association rate-based Laplacian regularized label description for semi-supervised regression. Inf. Sci. 545: 688-712 (2021) - [j12]Behnam Tavakkol, Youngdoo Son:
Fuzzy kernel K-medoids clustering algorithm for uncertain data objects. Pattern Anal. Appl. 24(3): 1287-1302 (2021) - [j11]Shanky Goyal, Shashi Bhushan, Yogesh Kumar, Abu ul Hassan Sarwar Rana, Muhammad Raheel Bhutta, Muhammad Fazal Ijaz, Youngdoo Son:
An Optimized Framework for Energy-Resource Allocation in a Cloud Environment based on the Whale Optimization Algorithm. Sensors 21(5): 1583 (2021) - 2020
- [j10]Mehmet Turkoz, Sangahn Kim, Youngdoo Son, Myong K. Jeong, Elsayed A. Elsayed:
Generalized support vector data description for anomaly detection. Pattern Recognit. 100: 107119 (2020) - [j9]Muhammad Fazal Ijaz, Muhammad Attique, Youngdoo Son:
Data-Driven Cervical Cancer Prediction Model with Outlier Detection and Over-Sampling Methods. Sensors 20(10): 2809 (2020) - [j8]Jaihyuk Choi, Sungjae Lee, Youngdoo Son, Soo Youn Kim:
Design of an Always-On Image Sensor Using an Analog Lightweight Convolutional Neural Network. Sensors 20(11): 3101 (2020) - [i1]Sungjae Lee, Youngdoo Son:
Multitask Learning with Single Gradient Step Update for Task Balancing. CoRR abs/2005.09910 (2020)
2010 – 2019
- 2018
- [j7]Youngdoo Son, Seokho Kang:
Regression with re-labeling for noisy data. Expert Syst. Appl. 114: 578-587 (2018) - [j6]Youngdoo Son, Sujee Lee, Saerom Park, Jaewook Lee:
Learning representative exemplars using one-class Gaussian process regression. Pattern Recognit. 74: 185-197 (2018) - 2016
- [j5]Namhyoung Kim, Youngdoo Son, Youngjo Lee, Jaewook Lee:
Self-correcting ensemble using a latent consensus model. Appl. Soft Comput. 47: 262-270 (2016) - [j4]Youngdoo Son, Hyeongmin Byun, Jaewook Lee:
Nonparametric machine learning models for predicting the credit default swaps: An empirical study. Expert Syst. Appl. 58: 210-220 (2016) - [j3]Youngdoo Son, Jaewook Lee:
Active learning using transductive sparse Bayesian regression. Inf. Sci. 374: 240-254 (2016) - 2015
- [j2]Kyoungok Kim, Youngdoo Son, Jaewook Lee:
Voronoi Cell-Based Clustering Using a Kernel Support. IEEE Trans. Knowl. Data Eng. 27(4): 1146-1156 (2015) - 2012
- [j1]Youngdoo Son, Dong-jin Noh, Jaewook Lee:
Forecasting trends of high-frequency KOSPI200 index data using learning classifiers. Expert Syst. Appl. 39(14): 11607-11615 (2012)
Coauthor Index
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