[4K1-IS-2d] Machine learning

Fri. May 30, 2025 9:00 AM - 10:40 AM Room K (Room 1006)

Chair: 李吉屹

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9:00 AM - 9:20 AM

[4K1-IS-2d-01] EEG-Based Fear Level Classification using Graph Neural Network and LSTM Fusion Model: A study on Features and Validation Methods

〇Masato Sugata¹, Nagisa Masuda¹, Ikuko Eguchi Yairi¹ (1. Graduate School of Science and Technology, Sophia University)

9:20 AM - 9:40 AM

[4K1-IS-2d-02] Prediction of radio wave attenuation in space-to-ground communications based on meteorological satellite data

〇Mai Yoshikawa¹, Yuma Abe², Dimitar Kolev², Hiroyuki Tsuji², Ikuko Eguchi YAIRI¹ (1. Graduate School of Science and Technology, Sophia University, 2. National Institute of Information and Communications Technology)

9:40 AM - 10:00 AM

[4K1-IS-2d-03] Highly Accurate EEG-based Sleep Deprivation Detection Using Deep Learning

〇Ayaka Ishihara¹, Yoji Yamashita¹, Masato Sugata¹, Ikuko Eguchi YAIRI¹ (1. Graduate School of Science and Technology, Sophia University)

10:00 AM - 10:20 AM

[4K1-IS-2d-04] Investigation of Feature Fusion Methods for Heterogeneous Graphs in EEG Emotion Recognition

〇Hiroto Sasaki¹, Masato Sugata¹, Ikuko Eguchi YAIRI¹ (1. Sophia University)

Cancelled

10:20 AM - 10:40 AM

[4K1-IS-2d-05] Detecting Real vs. AI-Generated Arab Faces with Machine Learning Using CNN Models

Artificial Interlligance in Face detection

〇Leen N Khraim², Nasrullah M Khraim¹, Fatima H Alshamsi¹, Khalid AlFalasi¹ (1. Taqa Distribution Company, 2. Jordan University of Science & Technology)

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