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Development of Knowledge Graph Construction and Completion Methods using Language Models for Practical Applications File

Lee, MyoungHoon

Thesis Issue Date2025-08 View52
Data-Driven Prognostics of Machining Tools Under Various Machining Conditions: Applications in Milling Processes File

Kim, Gyeongho

Thesis Issue Date2025-08 View559
Towards Advanced Drilling Defect Prediction: Multimodal Data Integration and Machined Surface Image Generation File

Choi, Jae Gyeong

Thesis Issue Date2025-02 View147
Algorithms for Collaborative Machine Learning under Statistical Heterogeneity File File

Hahn, Seok-Ju

Thesis Issue Date2024-08 View107
Financial Representation Learning File

Hwang, Yoontae

Thesis Issue Date2024-08 View114
On the Output Homogeneity Limitation and Activation Robustness Benefit of Layer-Direction Normalization (LN) in Neural Networks: Theoretical Analyses and Methods Development to Expand LN File

Yoon, Kihyuk

Thesis Issue Date2024-08 View134
Learning data from continuous multistage manufacturing processes: focusing on sequential nature of the processes, lead-time, and insufficient labels File

Cho, Hojin

Thesis Issue Date2024-08 View146
Tackling Three Problems in Controlled Sequence Generations: Bridging Reinforcement Learning with Language Models File

Lee, Changhun

Thesis Issue Date2023-02 View182
A Comprehensive Study of Deep Learning for Real-World Multivariate Time Series Classification File

Oh, YongKyung

Thesis Issue Date2023-02 View120
Graph Neural Networks for Multivariate Time Series Forecasting with Applications File

Kim, Suhyeon

Thesis Issue Date2023-02 View113
Information-theoretic detection of control-flow anomalies in business process event logs File File

Ko, Jonghyeon

Thesis Issue Date2022-02 View119
Model-agnostic improvement of predictive business process monitoring File File

Kim, Jongchan

Thesis Issue Date2021-08 View126
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