Time Series Classification Using Multi-Channels Deep Convolutional Neural Networks

@inproceedings{Zheng2014TimeSC,
  title={Time Series Classification Using Multi-Channels Deep Convolutional Neural Networks},
  author={Y. Zheng and Qi Liu and E. Chen and Y. Ge and J. L. Zhao},
  booktitle={WAIM},
  year={2014}
}
  • Y. Zheng, Qi Liu, +2 authors J. L. Zhao
  • Published in WAIM 2014
  • Computer Science
  • Time series (particularly multivariate) classification has drawn a lot of attention in the literature because of its broad applications for different domains, such as health informatics and bioinformatics. [...] Key Method We conduct two groups of experiments on real-world data sets from different application domains. The final results show that our model is not only more efficient than the state of the art but also competitive in accuracy. It also demonstrates that feature learning is worth to investigate for…Expand Abstract
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