(Developing a Modified Deep Belief Network with Metaheuristic Optimization Algorithm for Predicting Face Emotion and Sentimental Analysis using Electroencephalogram)
Funding Source: National Research Foundation of Korea (NRFK), Duration: 2023-2024
Development of Deep Learning Model to Evaluate Cognitive Status based on EEG data with Wavelet Transform Techniques
Funding Source: National Research Foundation of Korea (NRFK), Duration: 2024-2026
Joint project on “New AI Technologies for Designing Security-Affective Computing in eHealth” in collaboration with the Institute for System Programming of the Russian Academy of Sciences and North-Caucasus Federal University(awaiting approval), Duration: 2026-2029.
Joint project on “Gated Graph Attention Networks and Edge-Level GraphSHAP for Top-k Pooling Depression Anxiety Stress analysis" in collaboration with the Intelligent Signal Processing Laboratory, College of IT Engineering, Kyungpook National University, South Korea, , Duration: 2024-2025.