Jun‐Geol Baek - Publications, H-index & Citations

Jun‐Geol Baek

Korea University

17H指数

142论文数

1.2K被引数

收录论文 32

发表时间

Digital twin-based test-time adaptation for robust visual perception in manufacturing 基于数字孪生的测试时适应，用于制造中的鲁棒视觉感知

Engineering Applications of Artificial Intelligence

IF8

2026-07-01

PREAI

Ha, Seung Yeop; Hwang, Jae Hun; Yun, Jun-Seok; Yun, Jong Pil; Baek, Jun-Geol; Won, Hong-In

A Gated Attention-Based Semi-Supervised Learning Framework for Label-Scarce Tabular Data 基于门控注意力机制的标签稀缺表格数据半监督学习框架

IEEE Access

IF3.6

2026-06-10

OAAI

Yongeun Jang; Yonggon Jung; Ghil-Geun Oh; Jun-Geol Baek

Predicting unseen lithium-ion battery degradation modes through domain generalization

Energy Reports

IF5.1

2026-02-05

OAAI

Gamsung Shin; Yonggon Jung; Jun-Geol Baek

CNN-Based Interpretable Feature Extraction Methods Considering Pairwise Interactions 基于卷积神经网络的考虑成对交互的可解释特征提取方法

Sensors 2025, Vol. 25, Page 5634

IF0

2025-09-10

OAAI

Kyuchang Chang; Sujin Lee; Jun-Geol Baek

Memory augmented coherent probabilistic forecasts for hierarchically related time series 层次相关时间序列的记忆增强相干概率预测

Neurocomputing

IF6.5

2025-07-24

PREAI

Junyong Lee; Yunseon Byun; Byoungmo Koo; Jun-Geol Baek

AW-CES: adaptively weighted-cumulative error scoring for autoencoder-based anomaly detection on unlabeled data

INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS

IF2.8

2025-03-01

PREAI

Park, Cheolsoon; Song, Seunghwan; Baek, Jun-Geol

Switch ON/OFF learning of one-dimensional convolutional neural network and one-dimensional generative adversarial network for fault detection

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2025-01-10

PREAI

Song, Seunghwan; Chang, Kyuchang; Park, Cheolsoon; Baek, Jun-Geol

Anomaly Detection Framework With Contrastive Learning and Multiview Augmentation for Time-Series Domain Generalization

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2025-01-01

PREAI

Lee, Yeseul; Song, Seunghwan; Park, Kwan-Yong; Koo, Byoung-Mo; Baek, Jun-Geol

Autonomous PID Tuning: Two-Phase Reinforcement Learning Through Adversarial Imitation Learning Under Imperfect Demonstrations 自主PID调谐：基于不完美演示的对抗模仿学习下的两阶段强化学习

IEEE Transactions on Automation Science and Engineering

IF6.4

2025-01-01

PREAI

Gon Kim; Kyuchang Chang; Yunseon Byun; Jun-Geol Baek

Unsupervised fault detection using frequency-wise angular filtering in contaminated vibration signals

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

IF7.3

2024-11-14

PREAI

Byun, Yunseon; Maeng, Daeju; Baek, Jun-Geol

Enhancing Long-Term Cloud Workload Forecasting Framework: Anomaly Handling and Ensemble Learning in Multivariate Time Series 增强长期云工作负载预测框架: 多变量时间序列中的异常处理和集成学习

IEEE TRANSACTIONS ON CLOUD COMPUTING

IF5

2024-04-01

PREAI

Kim, Yeong-Min; Song, Seunghwan; Koo, Byoung-Mo; Son, Jeena; Lee, Yeseul; Baek, Jun-Geol

Production System Maturity Model (PSMM) for Assessing Manufacturing Execution System 用于评估制造执行系统的生产系统成熟度模型 (PSMM)

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Ahn, Dae-Jung; Jun, Changdong; Song, Seunghwan; Baek, Jun-Geol

Bagging ensemble-based novel data generation method for univariate time series forecasting

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-10-01

PREAI

Kim, Donghwan; Baek, Jun-Geol

Incremental learning using generative-rehearsal strategy for fault detection and classification

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-12-01

PREAI

Lee, Subin; Chang, Kyuchang; Baek, Jun-Geol

AGV dispatching algorithm based on deep Q-network in CNC machines environment 数控机床环境下基于深度Q网络的AGV调度算法

INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING

IF4

2021-10-26

PREAI

Chang, Kyuchang; Park, Seung Hwan; Baek, Jun-Geol

Anomaly Detection Using Signal Segmentation and One-Class Classification in Diffusion Process of Semiconductor Manufacturing 半导体制造扩散过程中基于信号分割和单类分类的异常检测

SENSORS

IF3.5

2021-06-04

OAAI

Chang, Kyuchang; Yoo, Youngji; Baek, Jun-Geol

Random-forest-based real-time contrasts control chart using adaptive breakpoints with symbolic aggregate approximation

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-11-01

PREAI

Lee, In-seok; Park, Seung Hwan; Baek, Jun-Geol

SSDTW: Shape segment dynamic time warping

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-07-01

PREAI

Hong, Jae Yeol; Park, Seung Hwan; Baek, Jun-Geol

Oversampling method using outlier detectable generative adversarial network 基于异常值可检测生成对抗网络的过采样方法

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2019-11-01

PREAI

Oh, Joo-Hyuk; Hong, Jae Yeol; Baek, Jun-Geol

Real-time contrasts control chart using random forests with weighted voting

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2017-04-01

PREAI

Jang, Seongwon; Park, Seung Hwan; Baek, Jun-Geol

研究方向