Hybrid deep learning for mental workload classification using EEG with enhanced preprocessing and interpretability

• Osama Abdelrahman,

  Roles Formal analysis, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation School of Computer Sciences, Universiti Sains Malaysia, Gelugor, Penang, Malaysia

  https://orcid.org/0000-0001-8076-0461

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• Chew XinYing ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Visualization

  * E-mail: xinying@usm.my

  Affiliation School of Computer Sciences, Universiti Sains Malaysia, Gelugor, Penang, Malaysia

  https://orcid.org/0000-0001-5539-1959

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• Esraa Faisal Malik,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration

  Affiliation Department of Computer Science and Software Engineering, College of Information Technology, United Arab Emirates University, Al Ain, United Arab Emirates

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• Khaw Khai Wah,

  Roles Methodology, Project administration, Resources

  Affiliation School of Management, Universiti Sains Malaysia, Gelugor, Penang, Malaysia

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• Cheong Zhi Lin,

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration

  Affiliation Faculty of Engineering and Green Technology, Department of Electronic Engineering, UTAR Kampar Campus, Kampar, Perak, Malaysia

  https://orcid.org/0000-0001-5670-6043

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• Teoh Wei Lin

  Roles Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation School of Information Technology, Monash University Malaysia, Subang Jaya, Selangor, Malaysia

  https://orcid.org/0000-0003-4715-1490

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