Classification of Emotions under Multiple Olfactory Stimuli Using EEG Signals and Machine Learning

Akbugday, Sude Pehlivan; Akbugday, Burak; Bozbas, Ozge Ada; Akan, Aydin

Classification of Emotions under Multiple Olfactory Stimuli Using EEG Signals and Machine Learning

Date

2025

Authors

Akbugday, Sude Pehlivan

Akbugday, Burak

Bozbas, Ozge Ada

Akan, Aydin

Publisher

Institute of Electrical and Electronics Engineers Inc.

Keywords

Electroencephalogram (EEG), Emotion Estimation, Machine Learning, Olfactory Stimulus, Valence-Arousal Model

Source

TIPTEKNO 2025 - Medical Technologies Congress, Proceedings -- 2025 Medical Technologies Congress, TIPTEKNO 2025 -- 26 October 2025 through 28 October 2025 -- Gazi Magusa -- 217812

URI

https://hdl.handle.net/20.500.14365/8896
https://doi.org/10.1109/TIPTEKNO68206.2025.11270194

Collections

Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection

Full item page

Google Scholar™

Check

Classification of Emotions under Multiple Olfactory Stimuli Using EEG Signals and Machine Learning

Date

Authors

Journal Title

Journal ISSN

Volume Title

Publisher

Open Access Color

OpenAIRE Downloads

OpenAIRE Views

Research Projects

Journal Issue

Abstract

Description

Keywords

Fields of Science

Citation

WoS Q

Scopus Q

Source

Volume

Issue

Start Page

End Page

URI

Collections

Google Scholar™

Sustainable Development Goals

SDG data is not available