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2025	Consumer Decision Recognition Based on EEG Signals for Neuromarketing Applications International Journal of Information Technology & Decision Making S. Kumar Chandar, J. Vijayadurai, M. Palanivel Rajan
2025	A Spiking Neural Network Approach to Electroencephalography based Consumer Preference Modeling Journal of Innovative Image Processing Kumar Chandar S., Vijayadurai J., Palanivel Rajan M.
2025	Neuromarketing as a Tool for Inferring Consumption Preferences in Functional Foods Revista de Gestão e Secretariado Verónica de Jesús Pérez Franco, Jesús Jaime Moreno Escobar, Ana Lilia Coria Páez
2025	Insights into computer-aided EEG signal processing for traumatic brain injury assessment: A review Measurement Farzaneh Manzari, Peyvand Ghaderyan
2025	2025 11th International Conference on Web Research (ICWR) Aryan Azimi, Mohammad Parsa Afshar
2025	Application of Graph-Theoretic Methods Using ERP Components and Wavelet Coherence on Emotional and Cognitive EEG Data Brain Sciences Sencer Melih Deniz, Ahmet Ademoglu, Adil Deniz Duru, Tamer Demiralp
2024	Classification of mental workload using brain connectivity and machine learning on electroencephalogram data Scientific Reports MohammadReza Safari, Reza Shalbaf, Sara Bagherzadeh, Ahmad Shalbaf
2024	Lecture Notes in Networks and Systems Verónica de Jesús Pérez Franco, Ana Lilia Coria Páez, Jesús Jaime Moreno Escobar, Oswaldo Morales Matamoros, Erika Yolanda Aguilar del Villar, Mauro Daniel Castillo Pérez
2024	G-EEGCS: Graph-based optimum electroencephalogram channel selection Biomedical Signal Processing and Control Abdullah, Ibrahima Faye, Mohd Zuki Yusoff, Samir Brahim Belhaouari
2024	Exploring the Non-Invasive Methods of Brain- Computer Interface: A Comprehensive Review of their Advances and Applications International Journal of Innovative Science and Research Technology (IJISRT) Harsha S. Krishna, Salama Pulikkal
2024	Revealing the brain behind travel: an analysis of neuro-tourism research using structural topic models and network analysis Asia Pacific Journal of Tourism Research Nidal Alzboun, Mohammad Alhur, Hamzah Khawaldah, Yehia AlDaaja
2024	Negative-Sample-Free Contrastive Self-Supervised Learning for Electroencephalogram-Based Motor Imagery Classification IEEE Access In-Nea Wang, Choel-Hui Lee, Hakseung Kim, Dong-Joo Kim
2024	A systematic review on EEG-based neuromarketing: recent trends and analyzing techniques Brain Informatics Md. Fazlul Karim Khondakar, Md. Hasib Sarowar, Mehdi Hasan Chowdhury, Sumit Majumder, Md. Azad Hossain, M. Ali Akber Dewan, Quazi Delwar Hossain
2024	Classification of yoga, meditation, combined yoga–meditation EEG signals using L-SVM, KNN, and MLP classifiers Soft Computing A. Rajalakshmi, S. S. Sridhar
2024	2024 20th IEEE International Colloquium on Signal Processing & Its Applications (CSPA) Cheok Xuan Choong, Rumaisa Abu Hasan, Tong Boon Tang
2024	Machine Learning in Recognition of Native and Artificially Generated EEGs Journal of Communications Technology and Electronics K. D. Rusakov, Ya. A. Turovsky, E. A. Kiselev
2024	Terrorism group prediction using feature combination and BiGRU with self-attention mechanism PeerJ Computer Science Mohammed Abdalsalam, Chunlin Li, Abdelghani Dahou, Natalia Kryvinska
2024	2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI) Rupali Pawar, Prachi Mukherji
2024	2024 IEEE 3rd International Conference on Control, Instrumentation, Energy & Communication (CIEC) Arka Bairagi, Bed Prakash Das, Anirban Dey, Kaushik Das Sharma
2024	Emo-MG Framework: LSTM-based Multi-modal Emotion Detection through Electroencephalography Signals and Micro Gestures International Journal of Human–Computer Interaction Le Fang, Sark Pangrui Xing, Zhengtao Ma, Zhijie Zhang, Yonghao Long, Kun-Pyo Lee, Stephen Jia Wang
2024	Machine Learning-Based Feature Extraction and Selection Applied Sciences David Ruano-Ordás
2024	Machine Learning and Wearable Technology: Monitoring Changes in Biomedical Signal Patterns during Pre-Migraine Nights Healthcare Viroslava Kapustynska, Vytautas Abromavičius, Artūras Serackis, Šarūnas Paulikas, Kristina Ryliškienė, Saulius Andruškevičius
2023	Predicting Choices Driven by Emotional Stimuli Using EEG-Based Analysis and Deep Learning Applied Sciences Mashael Aldayel, Amira Kharrat, Abeer Al-Nafjan
2023	2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD) Syed Muhammad Usman, Syed Mohsin Ali Shah, Onome Christopher Edo, Joshua Emakhu
2023	Lecture Notes in Computer Science Ana Rita Teixeira, Anabela Gomes
2023	INVESTMENT OF BIOMEDICAL APPLICATIONS IN MARKETING: ELECTROENCEPHALOGRAM-BASED CONSUMER DECISION PREDICTION Biomedical Engineering: Applications, Basis and Communications Lyna Henaa Hasnaoui, Amel Benabdallah, Abdelghani Djebbari
2023	The effects of layer-wise relevance propagation-based feature selection for EEG classification: a comparative study on multiple datasets Frontiers in Human Neuroscience Hyeonyeong Nam, Jun-Mo Kim, WooHyeok Choi, Soyeon Bak, Tae-Eui Kam
2023	2023 International Research Conference on Smart Computing and Systems Engineering (SCSE) T.A. Gamage, E.R.C. Sandamali, Pradeep Kalansooriya
2023	Wavelet scattering and scalogram visualization based human brain decoding using empirical wavelet transform International Journal of Information Technology B. Lakshmipriya, S. Jayalakshmy
2022	An Ensemble Model for Consumer Emotion Prediction Using EEG Signals for Neuromarketing Applications Sensors Syed Mohsin Ali Shah, Syed Muhammad Usman, Shehzad Khalid, Ikram Ur Rehman, Aamir Anwar, Saddam Hussain, Syed Sajid Ullah, Hela Elmannai, Abeer D. Algarni, Waleed Manzoor
2022	A systematic review of the prediction of consumer preference using EEG measures and machine-learning in neuromarketing research Brain Informatics Adam Byrne, Emma Bonfiglio, Colin Rigby, Nicky Edelstyn
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