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Korea University: Seongbok-gu, Seoul, KR

(Industrial Management Engineering)
Employment
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Seoung Bum Kim

Works (50 of 58)

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Page 1 of 2

Semi-Supervised Learning With Wafer-Specific Augmentations for Wafer Defect Classification

IEEE Access
2025 | Journal article
DOI: 10.1109/ACCESS.2024.3522180
Contributors: Uk Jo; Seoung Bum Kim
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Crossref

Corruption-based anomaly detection and interpretation in tabular data

Pattern Recognition
2025-03 | Journal article
DOI: 10.1016/j.patcog.2024.111149
Contributors: Chunghyup Mok; Seoung Bum Kim
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Crossref

CowSSL: contrastive open-world semi-supervised learning for wafer bin map

Journal of Intelligent Manufacturing
2025-03 | Journal article
DOI: 10.1007/s10845-024-02351-0
Contributors: Insung Baek; Sung Jin Hwang; Seoung Bum Kim
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FALL: Prior Failure Detection in Large Scale System Based on Language Model

IEEE Transactions on Dependable and Secure Computing
2025-01 | Journal article
DOI: 10.1109/TDSC.2024.3396166
Contributors: Jaeyoon Jeong; Insung Baek; Byungwoo Bang; Junyeon Lee; Uiseok Song; Seoung Bum Kim
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Mixing corrupted preferences for robust and feedback-efficient preference-based reinforcement learning

Knowledge-Based Systems
2025-01 | Journal article
DOI: 10.1016/j.knosys.2024.112824
Contributors: Jongkook Heo; Young Jae Lee; Jaehoon Kim; Min Gu Kwak; Young Joon Park; Seoung Bum Kim
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Multi-source partial domain adaptation with Gaussian-based dual-level weighting for PPG-based heart rate estimation

Knowledge-Based Systems
2025-01 | Journal article
DOI: 10.1016/j.knosys.2024.112769
Contributors: Jihyun Kim; Hansam Cho; Minjung Lee; Seoung Bum Kim
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Crossref

Masked and Inverse Dynamics Modeling for Data-Efficient Reinforcement Learning

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
DOI: 10.1109/TNNLS.2024.3439261
Contributors: Young Jae Lee; Jaehoon Kim; Young Joon Park; Mingu Kwak; Seoung Bum Kim
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Crossref

Multi-Stage Process Diagnosis Networks in Semiconductor Manufacturing

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3375367
Contributors: Jongwon Choi; Seoung Bum Kim
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Multimodal Human Action Recognition for Rehabilitation Exercise of Upper Body for Individuals With Cerebral Palsy

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2024 | Journal article
DOI: 10.1109/TSMC.2024.3377198
Contributors: Sihu Ahn; Yongwon Jo; Jinhyeok Park; Sangmin Kim; Jungin Kim; Seoung Bum Kim; Min-Goo Lee; Sangmin Lee; Younghoon Kim
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PPG-Based Heart Rate Estimation Using Unsupervised Domain Adaptation

2024 | Book chapter
DOI: 10.1007/978-981-97-4677-4_24
Contributors: Jihyun Kim; Minjung Lee; Hansam Cho; Seoung Bum Kim
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Robust Semi-Supervised Regression for Vehicle Interior Noise Prediction

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2023.3347804
Contributors: Sejin Sim; Jinsoo Bae; Seoung Bum Kim
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Crossref

Semantic Segmentation for Noisy and Limited Wafer Transmission Electron Microscope Images

IEEE Transactions on Semiconductor Manufacturing
2024 | Journal article
DOI: 10.1109/TSM.2024.3396423
Contributors: Yongwon Jo; Jinsoo Bae; Hansam Cho; Heejoong Roh; Kyunghye Kim; Munki Jo; Jaeung Tae; Seoung Bum Kim
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Supervised Contrastive Learning for Multisensor Signals Classification in Automobile Engine Manufacturing

IEEE Transactions on Industrial Informatics
2024 | Journal article
DOI: 10.1109/TII.2024.3363189
Contributors: Yoon Sang Cho; Seoung Bum Kim
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Weakly Supervised Image Segmentation for Detecting Defects from Scanning Electron Microscopy Images in Semiconductor

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3513873
Contributors: Younghwan Lee; Seoung Bum Kim
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Crossref

Contrastive learning with hard negative samples for chest X-ray multi-label classification

Applied Soft Computing
2024-11 | Journal article
DOI: 10.1016/j.asoc.2024.112101
Contributors: Goeun Chae; Jiyoon Lee; Seoung Bum Kim
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GraphixMatch: Improving semi-supervised learning for graph classification with FixMatch

Neurocomputing
2024-11 | Journal article
DOI: 10.1016/j.neucom.2024.128356
Contributors: Eunji Koh; Young Jae Lee; Seoung Bum Kim
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Crossref

DynaSTI: Dynamics modeling with sequential temporal information for reinforcement learning in Atari

Knowledge-Based Systems
2024-09 | Journal article
DOI: 10.1016/j.knosys.2024.112103
Contributors: Jaehoon Kim; Young Jae Lee; Mingu Kwak; Young Joon Park; Seoung Bum Kim
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Crossref

Identification of primary input parameters affecting evacuation in ventilated main control room through CFAST simulations and application of a machine learning algorithm to replace CFAST model

Nuclear Engineering and Technology
2024-09 | Journal article
DOI: 10.1016/j.net.2024.04.020
Contributors: Sumit Kumar Singh; Jinsoo Bae; Yu Zhang; Saerin Lim; Jongkook Heo; Seoung Bum Kim; Weon Gyu Shin
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Cross-subject generalizable representation learning with class-subject dual labels for biosignals

Knowledge-Based Systems
2024-07 | Journal article
DOI: 10.1016/j.knosys.2024.111855
Contributors: Hyeonji Kim; Jaehoon Kim; Seoung Bum Kim
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SWISS: Signal-wise self-supervised learning to learn a multi-signal interaction for human activity recognition

Knowledge-Based Systems
2024-03 | Journal article
DOI: 10.1016/j.knosys.2024.111464
Contributors: Saerin Lim; Young Jae Lee; Seoung Bum Kim
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Crossref

Contrastive deep clustering for detecting new defect patterns in wafer bin maps

The International Journal of Advanced Manufacturing Technology
2024-02 | Journal article
DOI: 10.1007/s00170-023-12939-0
Contributors: Insung Baek; Seoung Bum Kim
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DESEM: Depthwise Separable Convolution-Based Multimodal Deep Learning for In-Game Action Anticipation

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3271282
Contributors: Changhyun Kim; Jinsoo Bae; Insung Baek; Jaeyoon Jeong; Young Jae Lee; Kiwoong Park; Sang Heun Shim; Seoung Bum Kim
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Failure Detection and Primary Cause Identification of Multivariate Time Series Data in Semiconductor Equipment

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3281407
Contributors: Minjae Baek; Seoung Bum Kim
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Crossref

Sample-efficient multi-agent reinforcement learning with masked reconstruction

PLOS ONE
2023-09-14 | Journal article
DOI: 10.1371/journal.pone.0291545
Contributors: Jung In Kim; Peng Guo; Young Jae Lee; Jongkook Heo; Jinhyeok Park; Jaehoon Kim; Sae Rin Lim; Jinyong Jeong; Seoung Bum Kim
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Crossref

SWaCo: Safe Wafer Bin Map Classification With Self-Supervised Contrastive Learning

IEEE Transactions on Semiconductor Manufacturing
2023-08 | Journal article
DOI: 10.1109/TSM.2023.3280891
Contributors: Min Gu Kwak; Young Jae Lee; Seoung Bum Kim
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Crossref

Noise-robust graph-based semi-supervised learning with dynamic shaving label propagation

Applied Soft Computing
2023-07 | Journal article
DOI: 10.1016/j.asoc.2023.110371
Contributors: Jiyoon Lee; Younghoon Kim; Seoung Bum Kim
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Crossref

STACoRe: Spatio-temporal and action-based contrastive representations for reinforcement learning in Atari

Neural Networks
2023-03 | Journal article
DOI: 10.1016/j.neunet.2022.12.018
Contributors: Young Jae Lee; Jaehoon Kim; Mingu Kwak; Young Joon Park; Seoung Bum Kim
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Crossref

Multivariate Time Series Open-Set Recognition Using Multi-Feature Extraction and Reconstruction

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3222310
Contributors: Hyeryeong Oh; Seoung Bum Kim
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Crossref

Sensor-Based Open-Set Human Activity Recognition Using Representation Learning With Mixup Triplets

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3221425
Contributors: Minjung Lee; Seoung Bum Kim
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Crossref

Spatio-Temporal Network for Sea Fog Forecasting

Sustainability
2022-12-03 | Journal article
DOI: 10.3390/su142316163
Contributors: Jinhyeok Park; Young Jae Lee; Yongwon Jo; Jaehoon Kim; Jin Hyun Han; Kuk Jin Kim; Young Taeg Kim; Seoung Bum Kim
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Remanufacturing Decision-Making for Gas Insulated Switchgear with Remaining Useful Life Prediction

Sustainability
2022-09-28 | Journal article
DOI: 10.3390/su141912357
Contributors: Seokho Moon; Hansam Cho; Eunji Koh; Yong Sung Cho; Hyoung Lok Oh; Younghoon Kim; Seoung Bum Kim
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Boundary-Focused Generative Adversarial Networks for Imbalanced and Multimodal Time Series

IEEE Transactions on Knowledge and Data Engineering
2022-09-01 | Journal article
DOI: 10.1109/TKDE.2022.3182327
Contributors: Han Kyu Lee; Jiyoon Lee; Seoung Bum Kim
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Crossref

Quality-Discriminative Localization of Multisensor Signals for Root Cause Analysis

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2022-07 | Journal article
DOI: 10.1109/TSMC.2021.3096529
Contributors: Yoon Sang Cho; Seoung Bum Kim
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Crossref

Uncertainty-aware hierarchical segment-channel attention mechanism for reliable and interpretable multichannel signal classification

Neural Networks
2022-06 | Journal article
DOI: 10.1016/j.neunet.2022.02.019
Contributors: Jiyoon Lee; Seoung Bum Kim
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Crossref

3-Dimensional convolutional neural networks for predicting StarCraft Ⅱ results and extracting key game situations

PLOS ONE
2022-03-03 | Journal article
DOI: 10.1371/journal.pone.0264550
Contributors: Insung Baek; Jean-Christophe Nebel; Seoung Bum Kim
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Crossref

A Hierarchical Spatial-Test Attention Network for Explainable Multiple Wafer Bin Maps Classification

IEEE Transactions on Semiconductor Manufacturing
2022-02 | Journal article
DOI: 10.1109/TSM.2021.3121006
Contributors: Hyungrok Do; Changhyun Lee; Seoung Bum Kim
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A Machine Learning-Based Study of the Effects of Air Pollution and Weather in Respiratory Disease Patients Visiting Emergency Departments

Emergency Medicine International
2022-02-02 | Journal article
DOI: 10.1155/2022/4462018
Contributors: Eu Sun Lee; Jung-Youn Kim; Young-Hoon Yoon; Seoung Bum Kim; Hyungu Kahng; Jinhyeok Park; Jaehoon Kim; Minjae Lee; Haeun Hwang; Sung Joon Park et al.
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Unsupervised Abnormal Sensor Signal Detection With Channelwise Reconstruction Errors

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3064563
Contributors: Mingu Kwak; Seoung Bum Kim
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Crossref

Pallet Recognition with Multi-Task Learning for Automated Guided Vehicles

Applied Sciences
2021-12-12 | Journal article
DOI: 10.3390/app112411808
Contributors: Chunghyup Mok; Insung Baek; Yoon Sang Cho; Younghoon Kim; Seoung Bum Kim
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Generative Adversarial Networks for De Novo Molecular Design

Molecular Informatics
2021-10 | Journal article
DOI: 10.1002/minf.202100045
Contributors: Young Jae Lee; Hyungu Kahng; Seoung Bum Kim
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Crossref

Semantic Segmentation of Cabbage in the South Korea Highlands with Images by Unmanned Aerial Vehicles

Applied Sciences
2021-05-14 | Journal article
DOI: 10.3390/app11104493
Contributors: Yongwon Jo; Soobin Lee; Youngjae Lee; Hyungu Kahng; Seonghun Park; Seounghun Bae; Minkwan Kim; Sungwon Han; Seoungbum Kim
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Analysis of the Adequacy of Prehospital Emergency Medical Services Use of Patients Who Visited Emergency Departments in Korea from 2016 to 2018: Data from the National Emergency Department Information System

Emergency Medicine International
2021-04-16 | Journal article
DOI: 10.1155/2021/6647149
Contributors: Sung Joon Park; Jung-Youn Kim; Young-Hoon Yoon; Eu Sun Lee; Hyun-Jin Kim; Seoung Bum Kim; Hyun Gu Kahng; Yan-Ren Lin
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Crossref

Self-Supervised Representation Learning for Wafer Bin Map Defect Pattern Classification

IEEE Transactions on Semiconductor Manufacturing
2021-02 | Journal article
DOI: 10.1109/TSM.2020.3038165
Contributors: Hyungu Kahng; Seoung Bum Kim
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Cooperative Multi-Agent Reinforcement Learning With Approximate Model Learning

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.3007219
Contributors: Young Joon Park; Young Jae Lee; Seoung Bum Kim
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Crossref

Convolutional neural network for preprocessing‐free bacterial Spectra identification

Journal of Chemometrics
2020-11 | Journal article
DOI: 10.1002/cem.3304
Contributors: Younghoon Kim; Jiyoon Lee; Gonie Ahn; Inês C. Santos; Kevin A. Schug; Seoung Bum Kim
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Comparative Study on Exponentially Weighted Moving Average Approaches for the Self-Starting Forecasting

Applied Sciences
2020-10-20 | Journal article
DOI: 10.3390/app10207351
Contributors: Jaehong Yu; Seoung Bum Kim; Jinli Bai; Sung Won Han
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Crossref

Parallel Simulated Annealing with a Greedy Algorithm for Bayesian Network Structure Learning

IEEE Transactions on Knowledge and Data Engineering
2020-06-01 | Journal article
DOI: 10.1109/TKDE.2019.2899096
Contributors: Sangmin Lee; Seoung Bum Kim
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Crossref

Graph Structured Sparse Subset Selection

Information Sciences
2020-05 | Journal article
DOI: 10.1016/j.ins.2019.12.086
Contributors: Hyungrok Do; Myun-Seok Cheon; Seoung Bum Kim
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Crossref

Intelligent traffic control for autonomous vehicle systems based on machine learning

Expert Systems with Applications
2020-04 | Journal article
DOI: 10.1016/j.eswa.2019.113074
Contributors: Sangmin Lee; Younghoon Kim; Hyungu Kahng; Soon-Kyo Lee; Seokhyun Chung; Taesu Cheong; Keeyong Shin; Jeehyuk Park; Seoung Bum Kim
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Crossref

Robust expected model change for active learning in regression

Applied Intelligence
2020-02 | Journal article
DOI: 10.1007/s10489-019-01519-z
Contributors: Sung Ho Park; Seoung Bum Kim
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