Zoltan Sarnyai

14 papers Journal 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Decoding neural emotion patterns through large language model embeddings. Neurocomputing Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2026	J	`jnl`	The effect of acute stress on the interpretability and generalization of schizophrenia predictive machine learning models. Biomed. Signal Process. Control. Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2025	J	`jnl`	A Statistical Approach for Synthetic EEG Data Generation. CoRR Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2025	J	`jnl`	Decoding Neural Emotion Patterns through Natural Language Processing Embeddings. CoRR Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2025	J	`jnl`	Stabilizing machine learning for reproducible and explainable results: A novel validation approach to subject-specific insights. Comput. Methods Programs Biomed. Gideon Vos, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2025	J	`jnl`	Stress monitoring using low-cost electroencephalogram devices: A systematic literature review. Int. J. Medical Informatics Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2025	J	`jnl`	Synaptic Pruning: A Biological Inspiration for Deep Learning Regularization. CoRR Gideon Vos, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2024	J	`jnl`	Stabilizing Machine Learning for Reproducible and Explainable Results: A Novel Validation Approach to Subject-Specific Insights. CoRR Gideon Vos, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2024	J	`jnl`	Stress Monitoring Using Low-Cost Electroencephalogram Devices: A Systematic Literature Review. CoRR Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2024	J	`jnl`	The Effect of Acute Stress on the Interpretability and Generalization of Schizophrenia Predictive Machine Learning Models. CoRR Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2023	J	`jnl`	Ensemble machine learning model trained on a new synthesized dataset generalizes well for stress prediction using wearable devices. J. Biomed. Informatics Gideon Vos, Kelly Trinh, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2023	J	`jnl`	Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review. Int. J. Medical Informatics Gideon Vos, Kelly Trinh, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2022	J	`jnl`	Ensemble Machine Learning Model Trained on a New Synthesized Dataset Generalizes Well for Stress Prediction Using Wearable Devices. CoRR Gideon Vos, Kelly Trinh, Zoltan Sarnyai, Mostafa Rahimi Azghadi
2022	J	`jnl`	Machine Learning for Stress Monitoring from Wearable Devices: A Systematic Literature Review. CoRR Gideon Vos, Kelly Trinh, Zoltan Sarnyai, Mostafa Rahimi Azghadi