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Code and data for "Advanced Learner Assistance System's (ALAS) recent results" (IEEE, 2021) & "Real-time Dual-feature Mental Fatigue State SVM Classification using EEG Delta Bandpower" (BSN, 2023)

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If you find anything in the paper or repository useful, please consider citing:

@article{RamrezMoreno2021,
  title = {Evaluation of a Fast Test Based on Biometric Signals to Assess Mental Fatigue at the Workplace—A Pilot Study},
  volume = {18},
  ISSN = {1660-4601},
  url = {http://dx.doi.org/10.3390/ijerph182211891},
  DOI = {10.3390/ijerph182211891},
  number = {22},
  journal = {International Journal of Environmental Research and Public Health},
  publisher = {MDPI AG},
  author = {Ramírez-Moreno,  Mauricio A. and Carrillo-Tijerina,  Patricio and Candela-Leal,  Milton Osiel and Alanis-Espinosa,  Myriam and Tudón-Martínez,  Juan Carlos and Roman-Flores,  Armando and Ramírez-Mendoza,  Ricardo A. and Lozoya-Santos,  Jorge de J.},
  year = {2021},
  month = nov,
  pages = {11891}
}

@inproceedings{AguilarHerrera2021,
  doi = {10.1109/ieeeconf53024.2021.9733770},
  url = {https://doi.org/10.1109/ieeeconf53024.2021.9733770},
  year = {2021},
  month = dec,
  publisher = {{IEEE}},
  author = {Aime Judith Aguilar-Herrera and Esther Aimee Delgado-Jimenez and Milton Osiel Candela-Leal and Gustavo Olivas-Martinez and Gabriela Jazmin Alvarez-Espinosa and Mauricio Adolfo Ramirez-Moreno and Jorge de Jesus Lozoya-Santos and Ricardo Ambrocio Ramirez-Mendoza},
  title = {Advanced Learner Assistance System{\textquotesingle}s ({ALAS}) Recent Results},
  booktitle = {2021 Machine Learning-Driven Digital Technologies for Educational Innovation Workshop}
}

@article{CandelaLeal2023,
  doi = {10.13140/RG.2.2.30051.12329},
  url = {https://rgdoi.net/10.13140/RG.2.2.30051.12329},
  year = {2023},
  month = oct,
  publisher = {{IEEE}}},
  author = {Candela-Leal,  Milton Osiel and Moreno,  Mauricio Adolfo Ramírez and Lozoya-Santos,  Jorge},
  language = {en},
  title = {Real-time Dual-feature Mental Fatigue State SVM Classification using EEG Delta Bandpower},
  booktitle = {2023 IEEE 19th International Conference on Body Sensor Networks (BSN)}
}

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Code and data for "Advanced Learner Assistance System's (ALAS) recent results" (IEEE, 2021) & "Real-time Dual-feature Mental Fatigue State SVM Classification using EEG Delta Bandpower" (BSN, 2023)

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