Systematic comparison between a research-grade EEG device and a consumer-grade BCI device for predicting consumer preference using an ML framework.

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Title: Systematic comparison between a research-grade EEG device and a consumer-grade BCI device for predicting consumer preference using an ML framework.
Authors: Ishtiaque, Farhan1, farhanavro32@gmail.com, Miya, Mohammad Tohidul Islam2, Mashrur, Fazla Rabbi3, Rahman, Khandoker Mahmudur2, Vaidyanathan, Ravi4, Anwar, Syed Ferhat5, Sarker, Farhana6, Tat, Huam Hon7, Hamid, Abu Bakar Abdul8, Mamun, Khondaker A.1,9, mamun@cse.uiu.ac.bd
Source: Multimedia Tools & Applications; Oct2025, Vol. 84 Issue 34, p42807-42825, 19p
Database: Applied Science & Technology Source
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=188453407
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        Value: 10.1007/s11042-025-20812-3
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              Text: Oct2025
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