Gideon Vos

According to our database, Gideon Vos authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Decoding neural emotion patterns through large language model embeddings.

Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi

Neurocomputing, 2026

The effect of acute stress on the interpretability and generalization of schizophrenia predictive machine learning models.

Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi

Biomed. Signal Process. Control., 2026

2025

Decoding Neural Emotion Patterns through Natural Language Processing Embeddings.

Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi

CoRR, August, 2025

Synaptic Pruning: A Biological Inspiration for Deep Learning Regularization.

Gideon Vos, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi

CoRR, August, 2025

A Statistical Approach for Synthetic EEG Data Generation.

Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi

CoRR, April, 2025

Stress monitoring using low-cost electroencephalogram devices: A systematic literature review.

Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi

Int. J. Medical Informatics, 2025

Stabilizing machine learning for reproducible and explainable results: A novel validation approach to subject-specific insights.

Gideon Vos, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi

Comput. Methods Programs Biomed., 2025

2023

Ensemble machine learning model trained on a new synthesized dataset generalizes well for stress prediction using wearable devices.

Gideon Vos, Kelly Trinh, Zoltan Sarnyai, Mostafa Rahimi Azghadi

J. Biomed. Informatics, December, 2023

Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review.

Gideon Vos, Kelly Trinh, Zoltan Sarnyai, Mostafa Rahimi Azghadi

Int. J. Medical Informatics, May, 2023

2022

Machine Learning for Stress Monitoring from Wearable Devices: A Systematic Literature Review.

Gideon Vos, Kelly Trinh, Zoltan Sarnyai, Mostafa Rahimi Azghadi

CoRR, 2022