Machine learning for Anonymous detection of an alcoholic by EEG signals
GPL-3.0 License
Full explanation in the paper - here
I used dataset from this site - here
but in finally I convert the dataset to the next file - "Data_after_convert.csv"
Recognition of alcoholism due to EEG signals, by - machine learning and deep learning, Python preprocessing folder: "3.1. Fourier_series.py" "3.2. filter_WEILET.py" "3.3. Correlation.py" prepare dataset by file - "1.start_convert_data.py" machine learning - "machine_learning_EEG.py"
Ralhmatulin, I. (2020). Python (deep learning and machine learning) for EEG signal processing on the example of recognizing the disease of alcoholism. arXiv:2010.11667