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강석호 프로필 사진

강석호

KANG, SEOKHO

공과대학

시스템경영공학과

연구분야

Data Mining,
Industrial Artificial Inteiligence,
Machine Learning,
데이터마이닝,
머신러닝,
산업인공지능

2018

2026

연도별 연구 활동 현황

자료유형

Article (70)

발행연도

2018 ~ 2026

2018 2026

키워드

언어

English (61)
Korean (2)

전체 70건 중 1번부터 10번까지의 결과를 표시합니다.

2026

Article

Consistency-regularized graph neural networks for molecular property prediction

Han, Jongmin ;
Kang, Seokho

2026-02
Neural Networks
Elsevier Ltd

Article

Guest Editorial:Beyond Classic Deep Learning: Algorithms for Dealing With Real-World Applications in Industrial Automation

Susto, Gian Antonio ;
Fink, Olga ;
Kang, Seokho ;
Monch, Lars ;
Pezze, Davide Dalle

2026
IEEE Transactions on Automation Science and Engineering
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

Article

AnoStyler: Text-Driven Localized Anomaly Generation via Lightweight Style Transfer

2026
Proceedings of the AAAI Conference on Artificial Intelligence
Association for the Advancement of Artificial Intelligence

2025

Article

Test-time local training of neural network for tabular data

Kang, Myeonginn ;
Kang, Seokho

2025-12-09
Scientific Reports
Nature Research

Article

Frost forecasting via weakly-supervised semantic segmentation of satellite imagery

Kang, Seokho ;
Seong, Seon-Kyeong ;
Sohn, Eunha ;
Kim, Jiyoung ;
Shim, Jaewoong

2025-12
GIScience and Remote Sensing
TAYLOR & FRANCIS LTD

Article

Why does this query need to be labeled?: Enhancing active learning through explanation-based interventions in query selection

Shim, Jaewoong ;
Kang, Seokho

2025-09
Expert Systems with Applications
Elsevier Ltd

Article

Interpretation of chemical reaction yields with graph neural additive network

Kwon, Youngchun ;
Jung, Yongsik ;
Choi, Youn-Suk ;
Kang, Seokho

2025-06
MACHINE LEARNING-SCIENCE AND TECHNOLOGY
IOP Publishing Ltd

Article

Estimation of All-Sky Sea Surface Temperature Using Weakly Supervised Learning with GK2A Data; [GK2A 자료를 이용한 약한 지도 학습 기반의 전천(All-Sky) 해수면온도 산출]

Hwang, Yeji ;
Kim, Jinyoung ;
Kim, Mee-Ja ;
Sohn, Eunha ;
Kang, Seokho ;
외 2명

2025-04
대한원격탐사학회지
Korean Society of Remote Sensing

Article

Enhancing chemical reaction search through contrastive representation learning and human-in-the-loop

Kwon, Youngchun ;
Jeon, Hyunjeong ;
Choi, Joonhyuk ;
Choi, Youn-Suk ;
Kang, Seokho

2025-04
Journal of Cheminformatics
BMC

2024

Article

산업공학에서의 데이터과학: 과거와 현재, 그리고 미래

강석호 ;
강필성 ;
조성준

2024-12
대한산업공학회지
대한산업공학회

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