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ENHANCEMENT OF TIME SERIES PREDICTION PERFORMANCES USING PATTERN-BASED MACHINE LEARNING AND DEEP LEARNING FRAMEWORKS INCORPORATING CLUSTERING, DENOISING, AND DEFECT DETECTION
- Alternative Title
- 클러스터링, 노이즈 제거 및 결함 감지를 포함하는 패턴 기반 머신러닝 및 딥러닝 프레임워크를 활용한 시계열 예측 성능 향상
- Author(s)
- Song, Donghwan
- Advisor
- Kim, Namhun
- Issued Date
- 2021-08
- URI
- https://scholarworks.unist.ac.kr/handle/201301/73467 http://unist.dcollection.net/common/orgView/200000506663
- Publisher
- Ulsan National Institute of Science and Technology (UNIST)
- Degree
- Doctor
- Major
- Department of Mechanical Engineering
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