Supporting code and data for 'Miscellaneous EEG Preprocessing and Machine Learning for Pilots' Mental States Classification: Implications'

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dc.contributor.authorAlreshidi, Ibrahim
dc.contributor.authorMoulitsas, Irene
dc.contributor.authorJenkins, Karl
dc.date.accessioned2024-06-03T06:46:20Z
dc.date.available2024-06-03T06:46:20Z
dc.date.issued2023-09-18 16:10
dc.description.abstractData: This folder contains: - A dataset called Pilot_5_CA_raw.fif, which contains the EEG data of a pilot when he was experiencing the channelised attention state in a non-flight environment. - A dataset called Pilot_5_DA_raw.fif, which contains the EEG data of a pilot when he was experiencing the diverted attention state in a non-flight environment. - A dataset called Pilot_5_SS_raw.fif, which contains the EEG data of a pilot when he was experiencing the startle/surprise state in a non-flight environment. - A dataset called Pilot_5_LOFT_raw.fif, which contains the EEG data of a pilot when he was experiencing the channelised attention, diverted attention, and startle/surprise state in a flight simulator environment. Source code: This folder contains: - A jupyter notebook called ICAAI_Conference.ipynb which was used to generate the results of the study. - A python file called cf_matrix which was used to plot the confusion matrix
dc.identifier.citationAlreshidi, Ibrahim; Moulitsas, Irene; Jenkins, Karl (2023). Supporting code and data for 'Miscellaneous EEG Preprocessing and Machine Learning for Pilots' Mental States Classification: Implications'. Cranfield Online Research Data (CORD). Software. https://doi.org/10.17862/cranfield.rd.24156249
dc.identifier.doi10.17862/cranfield.rd.24156249
dc.identifier.urihttps://dspace.lib.cranfield.ac.uk/handle/1826/21792
dc.publisherCranfield University
dc.rightsMIT
dc.rights.urihttps://opensource.org/licenses/MIT
dc.subjectartificial intelligence'
dc.subject'EEG'
dc.subject'pilot mental states'
dc.titleSupporting code and data for 'Miscellaneous EEG Preprocessing and Machine Learning for Pilots' Mental States Classification: Implications'
dc.typeSoftware

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