Youngdoo Son

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 24

Top Topics

Active Learning

Cervical Cancer

Top Venues

Expert Syst. Appl.

Pattern Recognit.

Publications

Soohong Lee, Sangho Lee, Jaehwan Lee, Woojin Lee, Youngdoo Son
Graph contrastive learning with consistency regularization. Pattern Recognit. Lett. 181 (2024)
Sangho Lee, Chihyeon Choi, Youngdoo Son
Relation-preserving masked modeling for semi-supervised time-series classification. Inf. Sci. 681 (2024)
Chihyeon Choi, Woojin Lee, Youngdoo Son
Multi-stage ensemble with refinement for noisy labeled data classification. Expert Syst. Appl. 255 (2024)
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 (2024)
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) (2024)
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) (2023)
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 (2023)
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 (2023)
Sungjae Lee, Youngdoo Son
Multitask learning with single gradient step update for task balancing. Neurocomputing 467 (2022)
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) (2022)
Jaehong Yu, Youngdoo Son
Weighted co-association rate-based Laplacian regularized label description for semi-supervised regression. Inf. Sci. 545 (2021)
Behnam Tavakkol, Youngdoo Son
Fuzzy kernel K-medoids clustering algorithm for uncertain data objects. Pattern Anal. Appl. 24 (3) (2021)
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 (2021)
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) (2021)
Sungjae Lee, Youngdoo Son
Multitask Learning with Single Gradient Step Update for Task Balancing. CoRR (2020)
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) (2020)
Mehmet Turkoz, Sangahn Kim, Youngdoo Son, Myong K. Jeong, Elsayed A. Elsayed
Generalized support vector data description for anomaly detection. Pattern Recognit. 100 (2020)
Muhammad Fazal Ijaz, Muhammad Attique, Youngdoo Son
Data-Driven Cervical Cancer Prediction Model with Outlier Detection and Over-Sampling Methods. Sensors 20 (10) (2020)
Youngdoo Son, Sujee Lee, Saerom Park, Jaewook Lee
Learning representative exemplars using one-class Gaussian process regression. Pattern Recognit. 74 (2018)
Youngdoo Son, Seokho Kang
Regression with re-labeling for noisy data. Expert Syst. Appl. 114 (2018)
Youngdoo Son, Hyeongmin Byun, Jaewook Lee
Nonparametric machine learning models for predicting the credit default swaps: An empirical study. Expert Syst. Appl. 58 (2016)
Namhyoung Kim, Youngdoo Son, Youngjo Lee, Jaewook Lee
Self-correcting ensemble using a latent consensus model. Appl. Soft Comput. 47 (2016)
Youngdoo Son, Jaewook Lee
Active learning using transductive sparse Bayesian regression. Inf. Sci. 374 (2016)
Kyoungok Kim, Youngdoo Son, Jaewook Lee
Voronoi Cell-Based Clustering Using a Kernel Support. IEEE Trans. Knowl. Data Eng. 27 (4) (2015)
Youngdoo Son, Dong-jin Noh, Jaewook Lee
Forecasting trends of high-frequency KOSPI200 index data using learning classifiers. Expert Syst. Appl. 39 (14) (2012)