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2026	An ensemble of CGAN and XGBoost for emotion recognition from EEG spectral features Biomedical Signal Processing and Control Anamika Kumari, Smita Pallavi, Subhash Chandra Pandey
2025	SBT-Net: a tri-cue guided multimodal fusion framework for depression recognition BioData Mining Yujie Huo, Weng Howe Chan, Ahmad Najmi Bin Amerhaider Nuar, Hongyu Gao
2025	A Review of Deep Learning Techniques for EEG-Based Emotion Recognition: Models, Methods, and Datasets F1000Research P. Sreehari, U. Raghavendra, Anjan Gudigar
2025	2025 IEEE 5th International Conference on Smart Information Systems and Technologies (SIST) Zhenis Otarbay, Abzal Kyzyrkanov, Nazira Tursynova, Almaz Turginbekov, Algys Saltanat, Alisher Amirov
2025	2025 International Joint Conference on Neural Networks (IJCNN) João L. M. Barbosa, Murillo G. Carneiro, Sergio Baldo, Renato Tinós, Donghong Ji, Liang Zhao, João B. Destro-Filho