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Missing Value Imputation for Industrial IoT Sensor Data With Large Gaps

  • Published:2020-08 Issue:8 Volume:7 Page:6855-6867
  • ISSN:2327-4662
  • Container-title:IEEE Internet of Things Journal
  • language:
  • Short-container-title:IEEE Internet Things J.

Author:

Liu YuehuaORCID,Dillon TharamORCID,Yu WenjinORCID,Rahayu Wenny,Mostafa FahedORCID

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture,Information Systems,Signal Processing

Cited by 73 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. The condition monitoring scheme for industrial IoT scenario: A distributed modeling for high-dimensional nonstationary data;Computers & Industrial Engineering;2024-09

2. Mining of Switching Sparse Networks for Missing Value Imputation in Multivariate Time Series;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

3. Dynamic Imputation Techniques for Enhancing Predictive Accuracy in Healthcare Data;2024 15th International Conference on Information and Communication Systems (ICICS);2024-08-13

4. Comparative Performance Analysis of Filling Missing Values Algorithms in PdM Systems of UAV;BRAIN. Broad Research in Artificial Intelligence and Neuroscience;2024-07-05

5. IMD-MP: Imputation of Missing Data in IoT Based on Matrix Profile and Spatio-temporal Correlations;JUCS - Journal of Universal Computer Science;2024-06-28
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