Time series image coding classification theory based on Lagrange multiplier method
Abstract Time series classification is a crucial area of research within data analysis. Recent advancements in convolutional neural networks (CNNs) for image recognition and classification have inspired innovative approaches in this field. Researchers have begun transforming one-dimensional time ser...
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| Main Authors: | Wentao Jiang, Ming Zhao, Hongbo Li |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-07-01
|
| Series: | Scientific Reports |
| Online Access: | https://doi.org/10.1038/s41598-025-03433-6 |
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