Lee, Sangho
Lee, Sangho
Gyeongsang National University · Industrial Engineering
Professor
Prof. 이상호
Professor's page · publicationsAbout
경상국립대학교 산업시스템공학부 조교수로 산업데이터과학(IDS) 연구실을 운영한다. 불완전하고 불완벽한 시계열 데이터를 위한 머신러닝/딥러닝 기법을 연구하며, 시계열 분류, 능동 학습, 적대적 예제, 배터리 관리 시스템 등 산업 예지보전(PHM)·산업인공지능 분야에 적용한다.
Research keywords
Recent papers
From OpenAlex · papers whose author affiliation matches this university
Selected publications
- Adaptive Time Encoding for Irregular Multivariate Time-Series ClassificationNeurIPS · 2025
- Batch active learning for time-series classification with multi-mode explorationInformation Sciences · 2025
- Mixing High-Frequency Bands based on Wavelet Decomposition for Long-Term State-of-Charge Forecasting of Lithium-Ion BatteriesIEEE Access · 2025
- Black-box adversarial examples via frequency distortion against fault diagnosis systemsApplied Soft Computing · 2025
- Deep time-series clustering via latent representation alignmentKnowledge-Based Systems · 2024
- Efficient visibility algorithm for high-frequency time-series: application to fault diagnosis with graph convolutional networkAnnals of Operations Research · 2024
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Park Seong Je
Gyeongsang National University · Mechanical Engineering
Additive Manufacturing of Low-Temperature-Processable Polycarbonate in a Hermetically Heated Industrial-Scale Chamber and its ApplicationsInternational Journal of Precision Engineering and Manufacturing-Green Technology · Aug 26Shared topic: Additive Manufacturing and 3D Printing Technologies
Seokhyun Chung
Korea University · Industrial and Management Engineering
Morphology-Aware Ambiguity Learning for Wafer Defect Decision SupportPreprintarXiv (Cornell University) · Sep 18Shared topic: Industrial Vision Systems and Defect Detection
Namhun Kim
Ulsan National Institute of Science and Technology (UNIST) · Mechanical Engineering
Experimental Study on the Effect of Human-in-the-loop Integration on Large Language Model-based Process Control in Additive ManufacturingJournal of the Korean Society for Precision Engineering · Sep 1Shared topic: Additive Manufacturing and 3D Printing Technologies
Other labs in this department
- Kim, Youngwoo
Youngwoo Kim
인간공학, 인간컴퓨터상호작용
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정보체계및컴퓨터응용
- Moon, Seonghyeon
Seonghyeon Moon
디지털전환, 산업현장 디지털화
- Park, Seyoung
Seyoung Park
제품디자인, 머신러닝 응용
- Jeon, Jeong-hwan
Jeong-hwan Jeon
기술경영, 데이터분석 및 의사결정
- Bae, Sung-Moon
Sung-Moon Bae
시스템통합기술