Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks
Reg. Date
2023/06/08 03:27
Keywords
Time Series Analysis
Deep Learning
Attached File
Modeling_Long-and_Short-Term_Temporal_Patterns_with_Deep_Neural_Networks.pdf
[Presentation]Modeling_Long-and_Short-Term_Temporal_Patterns_with_Deep_Neural_Networks.pdf
Author
Guokun Lai, et al.
Journal/Conference
ACM SIGIR
Reviewer
Summary
다변량 시계열 데이터에 존재하는 장기 및 단기 패턴을 검출하고 기존의 방식(AR)을 적용해 예측 성능이 높은 딥러닝 프레임워크를 제안하였음.
Year
2018
