1. 数据集
-
UEA & UCR Time Series Classification Repository
contains the 85 univariate time series datasets. -
MTS archive
contains the 13 multivariate time series datasets.
2. 经典论文
- Deep learning for time series classification: a review
- Multi-Scale Convolutional Neural Networks for Time Series Classification
- Learning to Diagnose with LSTM Recurrent Neural Networks
对应的Github项目地址：https://github.com/aqibsaeed/Multilabel-timeseries-classification-with-LSTM
3. Github项目
-
Deep Learning for Time Series Classification:
https://github.com/hfawaz/dl-4-tsc
项目包含多种深度神经网络方法，用于时间序列预测任务。 -
LSTM for Time Series Classification:
https://github.com/RobRomijnders/LSTM_tsc -
CNN for Time Series Classification
https://github.com/RobRomijnders/CNN_tsc
4. 参考博客
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