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Artificial intelligence in diagnosing dens evaginatus on periapical radiography with limited data availabilityopen access

Choi, Eunhye; Pang, KangMi; Jeong, Eunjae; Lee, Sangho; Son, Youngdoo; Seo, Min-Seock

ArticleIssue Date2023CitationScientific Reports, v.13, no.1, pp 1 - 8PublisherNature Portfolio
SCIESCOPUS
Batch active learning for time-series classification with multi-mode exploration

Lee, Sangho; Choi, Chihyeon; Do, Hyungrok; Son, Youngdoo

ArticleIssue Date2025CitationInformation Sciences, v.711, pp 1 - 19PublisherElsevier Inc.
SCIESCOPUS
Black-box adversarial examples via frequency distortion against fault diagnosis systems

Lee, Sangho; Kim, Hoki; Lee, Woojin; Son, Youngdoo

ArticleIssue Date2025CitationApplied Soft Computing, v.171, pp 1 - 10PublisherELSEVIER
SCIESCOPUS
Deep time-series clustering via latent representation alignment

Lee, Sangho; Choi, Chihyeon; Son, Youngdoo

ArticleIssue Date2024CitationKnowledge-Based Systems, v.303, pp 1 - 14PublisherElsevier BV
SCIESCOPUS
Driving pressure-guided ventilation and postoperative pulmonary complications in thoracic surgery: a multicentre randomised clinical trialopen access

Park, Mihye; Yoon, Susie; Nam, Jae-Sik; Ahn, Hyun Joo; Kim, Heezoo; Kim, Hye Jin; Choi, Hoon; Kim, Hong Kwan; Blank, Randal S.; Yun, Sung-Cheol, et al.

ArticleIssue Date2023CitationBritish Journal of Anaesthesia, v.130, no.1, pp e106 - e118PublisherElsevier Ltd
SCIESCOPUS
Efficient visibility algorithm for high-frequency time-series: application to fault diagnosis with graph convolutional network

Lee, Sangho; Choi, Jeongsub; Son, Youngdoo

ArticleIssue Date2024CitationAnnals of Operations Research, v.339, no.1-2, pp 813 - 833PublisherSPRINGER
SCIESCOPUS
Evaluating practical adversarial robustness of fault diagnosis systems via spectrogram-aware ensemble method

Kim, Hoki; Lee, Sangho; Lee, Jaewook; Lee, Woojin; Son, Youngdoo

ArticleIssue Date2024CitationEngineering Applications of Artificial Intelligence, v.130, pp 1 - 13PublisherElsevier Ltd
SCIESCOPUS
Evaluation of the Therapeutic Efficacy of Entrapment Neuropathy Unties (ENU) Pharmacopuncture in Neuropathic Pain Caused by Sciatic Nerve Ligation in Miceopen access

Kweon, Bitna; Kim, Dong-Uk; Park, Kyoungsu; Lee, Sangho; Youn, Yousuk; Park, Hyeok Ju; Shim, Hyun Soo; Yoo, Junsang; Lee, Yong Kyu; Bae, Gi-Sang, et al.

ArticleIssue Date2025CitationJournal of Pain Research, v.18, pp 2393 - 2405PublisherDove Medical Press Ltd
SCIESCOPUS
Graph contrastive learning with consistency regularization

Lee, Soohong; Lee, Sangho; Lee, Jaehwan; Lee, Woojin; Son, Youngdoo

ArticleIssue Date2024CitationPattern Recognition Letters, v.181, pp 43 - 49PublisherElsevier BV
SCIESCOPUS
Mixing High-Frequency Bands Based on Wavelet Decomposition for Long-Term State-of-Charge Forecasting of Lithium-Ion Batteriesopen access

Joo, Yeseo; Choi, Chihyeon; Lee, Sangho; Son, Youngdoo

ArticleIssue Date2025CitationIEEE Access, v.13, pp 111670 - 111680PublisherIEEE
SCIESCOPUS
Motor Load Balancing with Roll Force Prediction for a Cold-Rolling Setup with Neural Networksopen access

Lee, Sangho; Son, Youngdoo

ArticleIssue Date2021CitationMATHEMATICS, v.9, no.12PublisherMDPI
SCIESCOPUS
Multi-order graph attention network for water solubility prediction and interpretationopen access

Lee, Sangho; Park, Hyunwoo; Choi, Chihyeon; Kim, Wonjoon; Kim, Ki Kang; Han, Young-Kyu; Kang, Joohoon; Kang, Chang-Jong; Son, Youngdoo

ArticleIssue Date2023CitationScientific Reports, v.13, no.1, pp 1 - 10PublisherNATURE PORTFOLIO
SCIESCOPUS
Relation-preserving masked modeling for semi-supervised time-series classification

Lee, Sangho; Choi, Chihyeon; Son, Youngdoo

ArticleIssue Date2024CitationInformation Sciences, v.681, pp 1 - 21PublisherElsevier BV
SCIESCOPUS
Spatio-Temporal Consistency for Multivariate Time-Series Representation Learningopen access

Lee, Sangho; Kim, Wonjoon; Son, Youngdoo

ArticleIssue Date2024CitationIEEE Access, v.12, pp 30962 - 30975PublisherIEEE
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