AMIC: An Adaptive Information Theoretic Method to Identify Multi-Scale Temporal Correlations in Big Time Series Data

Author:

Ho NguyenORCID,Vo HuyORCID,Vu MaiORCID,Pedersen Torben BachORCID

Funder

DICYPS

Innovationsfonden

GoFLEX

Horizon 2020 program

AAU International Postdoc Program

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Information Systems and Management,Information Systems

Cited by 9 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. A Transfer Learning for Missing Value Imputation and Its Relationship with Prediction Performance in Time Series Data;Journal of the Korean Institute of Industrial Engineers;2023-08-15

2. Mining Seasonal Temporal Patterns in Time Series;2023 IEEE 39th International Conference on Data Engineering (ICDE);2023-04

3. Mutual Information Variational Autoencoders and Its Application to Feature Extraction of Multivariate Time Series;International Journal of Pattern Recognition and Artificial Intelligence;2022-04-23

4. NLC;Proceedings of the VLDB Endowment;2022-03

5. Efficient and Distributed Temporal Pattern Mining;2021 IEEE International Conference on Big Data (Big Data);2021-12-15

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