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College of Engineering(공과대학)Dept. of Industrial and Systems Engineering(산업및시스템공학과)

IE-Theses_Ph.D.(박사논문)

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Collection's Items (Sorted by Submit Date in Descending order): 21 to 40 of 464

21
Machine learning methods for contextual anomaly detection = 맥락적 이상 탐지를 위한 기계 학습 방법론link

Kim, Hyojoong; Kim, Heeyoung; et al, 한국과학기술원, 2022

22
Risk quantification and simulation metamodeling for extremal data = 극단적 데이터의 리스크 측정 및 시뮬레이션 메타모델링link

Ryu, Heelang; Kim, Kyoung-Kuk; et al, 한국과학기술원, 2022

23
Decomposition and approximation techniques for large-scale multistage stochastic programs: with applications in finance = 분해 및 근사 기법을 통한 대규모 다단 추계적 계획 문제의 해법: 재정 계획문제에 대한 적용link

Lee, Jinkyu; Kim, Woo Chang; et al, 한국과학기술원, 2022

24
User engagement with just-in-time interventions using micro-financial incentives for health and well-being = 건강 및 웰빙을 위한 소액의 금전적 인센티브를 사용하는 적시 개입에 대한 사용자 참여 연구link

Park, Joonyoung; Lee, Uichin; et al, 한국과학기술원, 2023

25
On the deep learning-based personalized models under source-to-source and source-to-target data heterogeneity = 소스-소스 간 및 소스-대상 간 데이터 이질성 하에서의 심층 학습 기반 개인화 모델 연구link

Oh, Jaehoon; Yun, Se-Young; et al, 한국과학기술원, 2023

26
Reinforcement learning based dual stocker schedulinglink

Hwang, Seol; Jang, Young Jae; et al, 2021

27
Wafer flow time control of track systems for semiconductor manufacturinglink

Lee, Minho; Lee, Tae-Eog; et al, 2021

28
Training and exploration using agent relationship for multi-agent reinforcement learninglink

Ryu, Heechang; Shin, Hayong; 신하용; Park, Jinkyoo; et al, 2021

29
Scheduling of cluster tools with k-periodic chamber cleaning operationslink

Lee, Tae-Gyung; Lee, Tae-Eog; et al, 2021

30
Scheduling of multi-slot cluster tools with wafer delay constraintslink

Jee, Young-Jun; Lee, Tae-Eog; et al, 2021

31
Semi-automatic generation of knowledge graph by masked language model and improved skip-gramlink

Yun, Byung-Il; Suh, Hyo-Won; et al, 2021

32
Maintenance policy optimization for multi-component system from truncated and censored datalink

Barde, Stephane; Shin, Hayong; et al, 2021

33
Obtaining risk-averse solutions in optimization problems with uncertain objectivelink

Lim, Jaeyoong; Park, Sungsoo; et al, 2021

34
Solutions of mixed-integer second-order cone programming problems for discrete optimization under data uncertaintylink

Ryu, Jaehyeon; Park, Sungsoo; et al, 2021

35
Studies on improving the convergence rate of the cutting plane methodslink

Seo, Kiho; Park, Sungsoo; et al, 2021

36
Machine learning methods for black-box optimization and image classificationlink

Jeong, Taewon; Kim, Heeyoung; et al, 2021

37
Context-aware model with generalized structured gate and attentionlink

Song, Kyungwoo; Moon, Il-Chul; et al, 2021

38
Behavioral properties of generalized deterministic flow lines with applications = 일반적인 결정적 플로우라인 모델의 공정 행태 분석 및 응용link

Bae, Sang-Yoon; Lee, Taesik; et al, 한국과학기술원, 2020

39
Policy-based reinforcement learning algorithm and its application to semiconductor fab dispatching rule = Policy 기반 강화학습 알고리즘 연구와 반도체 Fab Dispatching 규칙에 적용link

Kim, Namyong; Shin, Hayong; et al, 한국과학기술원, 2020

40
Reinforcement learning based joint task allocation and waypoint selection with robotic agent system design = 무인 로봇 에이전트 시스템에서 강화 학습 기반 작업 할당, 경로 선택 및 시스템 디자인link

Kim, Inwook; Park, Jinkyoo; et al, 한국과학기술원, 2020

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