Drive with Your Brain: Personalized Prediction of Driving Behaviors with DR-EEG Decoding and Situational Embeddings

These are the relevant codes for 'Drive with Your Brain: Personalized Prediction of Driving Behaviors with DR-EEG Decoding and Situational Embedding'. This dataset contains 14 folders. The content descriptions of these folders can be found in the 'ReadMe.txt' file, and each code file provides information about the input, output, and methods. It is important to note that the 'Data' folder is used to save the raw data, and other codes use loops to read data from the data list. There are several examples in the 'Data' folder. Please save driving data and EEG data according to the form of the examples. Please make sure to store the data in the specified format or modify the file paths accordingly when using the codes.

Data processing will take a lot of time. If you want to test the effectiveness of the GBRT model on sample data, please use the data samples in zenodo.org/records/8087109 for testing.