Mobile QR Code QR CODE : Korean Journal of Air-Conditioning and Refrigeration Engineering
Korean Journal of Air-Conditioning and Refrigeration Engineering

Korean Journal of Air-Conditioning and Refrigeration Engineering

ISO Journal TitleKorean J. Air-Cond. Refrig. Eng.
  • Open Access, Monthly
Open Access Monthly
  • ISSN : 1229-6422 (Print)
  • ISSN : 2465-7611 (Online)
Title Representation Vector-Based Time Series Similarity Analysis Using Unsupervised Contrastive Learning Time Series Encoder
Authors Wonjun Choi ; Sangwon Lee ; Max Langtry ; Ruchi Choudhary
DOI https://doi.org/10.6110/KJACR.2025.37.2.72
Page pp.72-81
ISSN 1229-6422
Keywords 심층 학습; 에너지 요구량 예측; 표현벡터; 전이학습; 비지도 대조학습 Deep learning; Energy demand forecasting; Representation vector; Transfer learning; Unsupervised contrastive learning
Abstract Representation Vector-Based Time Series Similarity Analysis Using Unsupervised Contrastive Learning Time Series Encoder