drivedata_dwt_db3_6_decomposition.npz

The demo decomposed dataset file for the paper: "A decomposition-based hybrid ensemble CNN framework for driver fatigue recognition" (https://doi.org/10.1016/j.ins.2022.12.088) . <br> This dataset is generated by performing DWT on the original dataset. The original extracted dataset can be found in https://figshare.com/articles/dataset/EEG_driver_drowsiness_dataset_unbalanced_/16586957. <br> This demo dataset file is provided for testing the code https://github.com/Eric-LRL/Decomposition-ensemble-CNN. Please let us know if you have any questions or concerns.

本文件为论文《一种基于分解的混合集成卷积神经网络（Convolutional Neural Network, CNN）驾驶员疲劳识别框架》的演示分解数据集文件，论文DOI链接为https://doi.org/10.1016/j.ins.2022.12.088。
本数据集通过对原始数据集执行离散小波变换（Discrete Wavelet Transform, DWT）生成。原始提取数据集可通过https://figshare.com/articles/dataset/EEG_driver_drowsiness_dataset_unbalanced_/16586957获取。
本演示数据集文件用于测试代码仓库https://github.com/Eric-LRL/Decomposition-ensemble-CNN。如有任何疑问或问题，请随时与我们联系。