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

Thesis Issue Date2023-02 View128

A Study on the Application of Multi-modal Learning for Real-World Challenges using Prototype File

Thesis Issue Date2026-02 View20

Algorithms for Collaborative Machine Learning under Statistical Heterogeneity File File

Thesis Issue Date2024-08 View114

Business Value of Process Mining File

HIJRIANI, ASTRIA

Thesis Issue Date2026-02 View12

Combinatorial Optimization through Bayesian Optimization for Parameterization and Decomposition-Based Methods File

Thesis Issue Date2026-02 View13

Data-Driven Prognostics of Machining Tools Under Various Machining Conditions: Applications in Milling Processes File

Thesis Issue Date2025-08 View561

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

Lee, MyoungHoon

Thesis Issue Date2025-08 View60

Financial Representation Learning File

Thesis Issue Date2024-08 View118

Graph Neural Networks for Multivariate Time Series Forecasting with Applications File

Thesis Issue Date2023-02 View117

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

Thesis Issue Date2022-02 View127

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

Thesis Issue Date2024-08 View177

Masked Time Series Pre-training Models Tailored to the Unique Characteristics of Time Series Data File

Thesis Issue Date2026-02 View51

Model-agnostic improvement of predictive business process monitoring File File

Thesis Issue Date2021-08 View134

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 View145

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

Thesis Issue Date2023-02 View190

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

Choi, Jae Gyeong

Thesis Issue Date2025-02 View180

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