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Lagged encoding for image‐based time series classification using convolutional neural networks

  • Published:2020-03-16 Issue:3 Volume:13 Page:245-260
  • ISSN:1932-1864
  • Container-title:Statistical Analysis and Data Mining: The ASA Data Science Journal
  • language:en
  • Short-container-title:Stat Anal Data Min: The ASA Data Sci Journal

Author:

Jastrzebska Agnieszka1ORCID

Affiliation:

1. Faculty of Mathematics and Information ScienceWarsaw University of Technology Warsaw Poland

Publisher

Wiley

Subject

Computer Science Applications,Information Systems,Analysis

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. Time Series Classification Using Images: The Case Of SAX-Like Transformation;Proceedings of the 31st International Conference on Information Systems Development;2023-10-05

2. A rolling bearing fault evolution state indicator based on deep learning and its application;Journal of Mechanical Science and Technology;2023-06

3. Predicting Next Application Most Likely Used with Word Embedding and Time-Series Data Encoding;2023 IEEE International Conference on Big Data and Smart Computing (BigComp);2023-02

4. Estimation of Defect Size and Cross-Sectional Profile for the Oil and Gas Pipeline Using Visual Deep Transfer Learning Neural Network;IEEE Transactions on Instrumentation and Measurement;2023

5. Defect identification for oil and gas pipeline safety based on autonomous deep learning network;Computer Communications;2022-11
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