Scholarworks@UNIST

UNIST Library

Search

SME_Theses_Ph.D.

in
Search :

Browse

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

Thesis Issue Date2026-02 View0

Business Value of Process Mining File

HIJRIANI, ASTRIA

Thesis Issue Date2026-02 View0

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

Thesis Issue Date2026-02 View1

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

Thesis Issue Date2026-02 View1

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

Lee, MyoungHoon

Thesis Issue Date2025-08 View55

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

Thesis Issue Date2025-08 View560

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

Choi, Jae Gyeong

Thesis Issue Date2025-02 View172

Algorithms for Collaborative Machine Learning under Statistical Heterogeneity File File

Thesis Issue Date2024-08 View111

Financial Representation Learning File

Thesis Issue Date2024-08 View116

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 View140

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

Thesis Issue Date2024-08 View163

Graph Neural Networks for Multivariate Time Series Forecasting with Applications File

Thesis Issue Date2023-02 View116

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

Thesis Issue Date2023-02 View125

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

Thesis Issue Date2023-02 View187

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

Thesis Issue Date2022-02 View122

Model-agnostic improvement of predictive business process monitoring File File

Thesis Issue Date2021-08 View130

1

Recent Submissions

RSS 1.0 RSS 2.0

CONTACT US

UNIST | Library

Tel : 052-217-1403 / Email : scholarworks@unist.ac.kr

Copyright (c) 2023 by UNIST LIBRARY. All rights reserved.

ScholarWorks@UNIST was established as an OAK Project for the National Library of Korea.

Anonymous

Login

Guide