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A deep learning framework for anomaly detection in multivariate time series File

Ku, Minjoo

Thesis Issue Date2023-02 View118
AIoT image analysis for real-time dispatching of shipyard transport devices: A focus on trailers File

Choo, Youngjun , Lim, Sunghoon , Kim, Yonghyun , Park, Yeojoon , Oh, Yonghoon , Lee, Changyob , Yun, Wonjun , Kim, Namhun

Article Issue Date2026-01 View13712
Artificial intelligence augmented digital twin for improving the machinability in a robotic carbon fiber reinforced plastics machining process File

Kang, Yun Seok , Choi, Jae Gyeong , Yang, Sang Min , Lim, Sunghoon , Kim, Dong Chan , Park, Hyung Wook

Article Issue Date2025-06 View89
Class-imbalanced gas thermal image detection in manufacturing using thermal region masking and density-based reweighting File

Hwang, Gahyun , Kim, Juhyun , Choi, Jihyeok , Han, Geonhee , Kim, Gyeongho , Lim, Sunghoon

Article Issue Date2026-01 View23
Glomerulus quantification with deep learning based on novel multi-modal label-free quantitative phase imaging from a near-infrared source

Cho, Hyewon , Aimakov, Nurbolat , Park, Inwoo , Choi, Myeonghoon , Kim, Yerim , Na, Geosong , Lim, Sunghoon , Jung, Woonggyu

Conference Paper Issue Date2023-01-28 View63
Personal recommender system via convolutional autoencoder with conditioning augmentation: Recommender system and representation learning with convolutional autoencoder File File

Kim, Sunjun

Thesis Issue Date2023-02 View98
Robust tool wear prediction under novel operating conditions via physics-guided unsupervised domain adaptation File

Kim, Gyeongho , Yang, Sang Min , Jeon, Sujin , Park, Soyeon , Choi, Jae Gyeong , Park, Hyung Wook , Lim, Sunghoon

Article Issue Date2026-01 View29
Supervised contrastive learning for multi-source domain generalization: Tool failure prediction in data-deficient cryogenic milling processes File

Choi, Jae Gyeong , Kim, Dong Chan , Kim, Dong Min , Kim, Gyeongho , Jeon, Sujin , Lim, Sunghoon , Park, Hyung Wook

Article Issue Date2026-02 View44
Towards Advanced Drilling Defect Prediction: Multimodal Data Integration and Machined Surface Image Generation File

Choi, Jae Gyeong

Thesis Issue Date2025-02 View173
Towards efficient data-driven fault diagnosis under low-budget scenarios via hybrid deep active learning File

Kim, Gyeongho , Choi, Jae Gyeong , Jeon, Sujin , Park, Soyeon , Lim, Sunghoon

Article Issue Date2026-02 View23
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