Attentive neural controlled differential equations for time-series classification and forecasting-Reference-Cited by-同舟云学术

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Attentive neural controlled differential equations for time-series classification and forecasting

Published:2023-11-01 Issue: Volume: Page:
ISSN:0219-1377
Container-title:Knowledge and Information Systems
language:en
Short-container-title:Knowl Inf Syst

Author:

Jhin Sheo Yon^ORCID,Shin Heejoo,Kim Sujie,Hong Seoyoung,Jo Minju,Park Solhee,Park Noseong,Lee Seungbeom,Maeng Hwiyoung,Jeon Seungmin

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Hardware and Architecture,Human-Computer Interaction,Information Systems,Software

Link

https://link.springer.com/content/pdf/10.1007/s10115-023-01977-5.pdf

Reference63 articles.

1. Fu T-C (2011) A review on time series data mining. Eng Appl Artif Intell 24(1):164–181

2. Ahmed NK, Atiya AF, Gayar NE, El-Shishiny H (2010) An empirical comparison of machine learning models for time series forecasting. Economet Rev 29(5–6):594–621

3. Fawaz HI, Forestier G, Weber J, Idoumghar L, Muller P-A (2019) Deep learning for time series classification: a review. Data Min Knowl Discov 33(4):917–963

4. Weigend AS (2018) Time series prediction: forecasting the future and understanding the past. Routledge

5. Esling P, Agon C (2012) Time-series data mining. ACM Comput Surv (CSUR) 45(1):1–34

Cited by 1 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Incremental Neural Controlled Differential Equations for modeling of path-dependent material behavior;Computer Methods in Applied Mechanics and Engineering;2024-03

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