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A Comprehensive Study of Deep Learning for Real-World Multivariate Time Series Classification File

Thesis Issue Date2023-02 View63

Algorithms for Collaborative Machine Learning under Statistical Heterogeneity File File

Thesis Issue Date2024-08 View38

Financial Representation Learning File

Thesis Issue Date2024-08 View44

Graph Neural Networks for Multivariate Time Series Forecasting with Applications File

Thesis Issue Date2023-02 View58

Information-theoretic detection of control-flow anomalies in business process event logs File File

Thesis Issue Date2022-02 View57

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

Thesis Issue Date2024-08 View47

Model-agnostic improvement of predictive business process monitoring File File

Thesis Issue Date2021-08 View65

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

Thesis Issue Date2024-08 View38

Tackling Three Problems in Controlled Sequence Generations: Bridging Reinforcement Learning with Language Models File

Thesis Issue Date2023-02 View69

Towards Advanced Drilling Defect Prediction: Multimodal Data Integration and Machined Surface Image Generation File

Choi, Jae Gyeong

Thesis Issue Date2025-02 View12

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