Ph.D.
권순재
(2025.02)
DISSERTATION
Credit scoring using multi-task Siamese neural network for improving prediction performance and stability
CAREER
Naver
황하준
(2024.02)
DISSERTATION
Modular and stepwise reinforcement learning for unmanned aerial vehicle tracking mission with large-scale state space
CAREER
Republic of Korea, Air Force
김상진
(2023.08)
DISSERTATION
Wafer Grading Method based on Bayesian Optimization with an Inattention Mechanism
CAREER
SK Hynix
안대웅
(2023.02)
DISSERTATION
Commonality Analysis Algorithm for Detecting Failures Caused by Inspection Tools in Semiconductor Manufacturing Processes
CAREER
SK Hynix
민병욱
(2022.08)
DISSERTATION
Advanced Parameter Tuning of the Apparent Tardiness Cost Dispatching Rule using Deep Deterministic Policy Gradient for Dynamic Scheduling
CAREER
SK Hynix
윤휘건
(2022.08)
DISSERTATION
Intelligent Job Shop Scheduler combined with Reinforcement Learning and Transformer Network
CAREER
NCSoft
이경택
(2022.02)
DISSERTATION
Path Planning of Unmanned Aerial Vehicles in High-Dimensional Space Using Reinforcement Learning in a Sparse Reward Environment
CAREER
Postdoctoral Researcher
김영주
(2022.02)
DISSERTATION
Variational Autoencoder for Semiconductor Fault Detection Robust to Process Drift due to Incomplete Maintenance
CAREER
Samsung Electronics
이호엽
(2021.08)
DISSERTATION
Designing Interpretable Sequential Recommender System Considering Consciousness and Unconsciousness
CAREER
NCSoft
장재연
(2021.02)
DISSERTATION
Teacher-Explorer-Student Learning for Open Set Recognition
CAREER
The Catholic University of Korea, Assistant Professor
이기범
(2021.02)
DISSERTATION
Adversarial Networks for Mitigating the Effects of Class Imbalance on Fault Classification in Semiconductor Manufacturing Processes
CAREER
Samsung Electronics
곽주은
(2018.02)
DISSERTATION
Non-stationary Text Data Analysis with Convolutional Neural Network and Incremental Clustering
CAREER
SK innovation
이태형
(2015.02)
DISSERTATION
Fault Detection Learning from Balanced and Imbalanced Data of Semiconductor Manufacturing Process: Statistical Analysis and Online Model Development
CAREER
SK Hynix
심현식
(2014.08)
DISSERTATION
Hierarchical Parameter Analysis of PCB Manufacturing Processes Using Data Mining Technologies
CAREER
–
이기헌
(2014.08)
DISSERTATION
Technology Analysis and Forecasting Using Data Mining and Simulation
CAREER
Underwood International College, Assistant Professor
고종명
(2010.08)
DISSERTATION
Structural Feature-Based Fault Detection Approach for Semiconductor Manufacturing Processes
CAREER
Samsung Electronics
김신태
(2010.02)
DISSERTATION
Consumer-Agent Based Diffusion Model for High-Priced Products
CAREER
Samsung SDS
곽춘종
(2010.02)
DISSERTATION
Production Control in the Computer Integrated Testing-Repair Cell
CAREER
Pusan National University, Professor
Ph.D. Candidate
정영일
CAREER
Samsung SDS
김형준
CAREER
NCSoft
