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Gaetano Valenza
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cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing
A Greco, G Valenza, A Lanata, E Scilingo, L Citi
IEEE Transactions on Biomedical Engineering, 2016
6352016
Affective computing in virtual reality: emotion recognition from brain and heartbeat dynamics using wearable sensors
J Marín-Morales, JL Higuera-Trujillo, A Greco, J Guixeres, C Llinares, ...
Scientific reports 8 (1), 13657, 2018
4092018
Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics
G Valenza, L Citi, A Lanatá, EP Scilingo, R Barbieri
Scientific Reports 4 (4998), 1-13, 2014
2992014
The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition
G Valenza, A Lanata, E Scilingo
Affective Computing, IEEE Transactions on 3 (2), 237-249, 2012
2802012
Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability
M Nardelli, G Valenza, A Greco, A Lanata, E Scilingo
IEEE Transactions on Affective Computing 6 (4), 385-394, 2015
2602015
Complexity Index from a Personalized Wearable Monitoring System for Assessing Remission in Mental Health
A Lanata, G Valenza, M Nardelli, C Gentili, E Scilingo
IEEE Journal of Biomedical and Health Informatics 19 (1), 132-139, 2015
2102015
Wearable Monitoring for Mood Recognition in Bipolar Disorder based on History-Dependent Long-Term Heart Rate Variability Analysis
G Valenza, M Nardelli, A Lanata, C Gentili, G Bertschy, R Paradiso, ...
IEEE Journal of Biomedical and Health Informatics 18 (5), 1625-1635, 2014
2012014
How the Autonomic Nervous System and Driving Style Change With Incremental Stressing Conditions During Simulated Driving
A Lanata, G Valenza, A Greco, C Gentili, R Bartolozzi, F Bucchi, F Frendo, ...
IEEE Transactions on Intelligent Transportation Systems, 2015
1532015
The central autonomic network at rest: Uncovering functional MRI correlates of time-varying autonomic outflow
G Valenza, R Sclocco, A Duggento, L Passamonti, V Napadow, R Barbieri, ...
Neuroimage 197, 383-390, 2019
1382019
Dominant Lyapunov exponent and approximate entropy in heart rate variability during emotional visual elicitation
G Valenza, P Allegrini, A Lanatà, EP Scilingo
Frontiers in neuroengineering 5, 13744, 2012
1372012
Arousal and Valence Recognition of Affective Sounds based on Electrodermal Activity
A Greco, G Valenza, L Citi, EP Scilingo
IEEE Sensors Journal, 2017
1262017
Mood recognition in bipolar patients through the PSYCHE platform: Preliminary evaluations and perspectives
G Valenza, C Gentili, A Lanatà, EP Scilingo
Artificial Intelligence In Medicine 57 (1), 49--58, 2013
1192013
Assessing autonomic function from electrodermal activity and heart rate variability during cold-pressor test and emotional challenge
S Ghiasi, A Greco, R Barbieri, EP Scilingo, G Valenza
Scientific reports 10 (1), 5406, 2020
1172020
Electrodermal Activity in Bipolar Patients during Affective Elicitation
A Greco, G Valenza, A Lanata, G Rota, EP Scilingo
IEEE Journal of Biomedical and Health Informatics 18 (6), 1865-1873, 2014
1132014
Real vs. immersive-virtual emotional experience: Analysis of psycho-physiological patterns in a free exploration of an art museum
J Marín-Morales, JL Higuera-Trujillo, A Greco, J Guixeres, C Llinares, ...
PloS one 14 (10), e0223881, 2019
1122019
Cardiac sympathetic-vagal activity initiates a functional brain–body response to emotional arousal
D Candia-Rivera, V Catrambone, JF Thayer, C Gentili, G Valenza
Proceedings of the National Academy of Sciences 119 (21), e2119599119, 2022
1092022
Measures of sympathetic and parasympathetic autonomic outflow from heartbeat dynamics
G Valenza, L Citi, JP Saul, R Barbieri
Journal of applied physiology 125 (1), 19-39, 2018
1092018
Advances in Electrodermal Activity Processing with Applications for Mental Health
A Greco, G Valenza, EP Scilingo
Springer, 2016
1032016
Point-Process Nonlinear Models with Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics
G Valenza, L Citi, E Scilingo, R Barbieri
Signal Processing, IEEE Transactions on 61 (11), 2914 - 2926, 2013
1032013
Speech analysis for mood state characterization in bipolar patients
N Vanello, A Guidi, C Gentili, S Werner, G Bertschy, G Valenza, A Lanata, ...
2012 annual international conference of the IEEE Engineering in Medicine and …, 2012
1012012
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