Gaetano Valenza
Gaetano Valenza
University of Pisa, Pisa, Italy
Verified email at neurostat.mit.edu - Homepage
TitleCited byYear
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
1462012
Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics
G Valenza, L Citi, A Lanatį, EP Scilingo, R Barbieri
Scientific Reports 4 (4998), 1-13, 2014
1252014
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
1162014
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
942015
Mood recognition in bipolar patients through the PSYCHE platform: Preliminary evaluations and perspectives
G Valenza, C Gentili, A Lanatą, EP Scilingo
Artificial Intelligence In Medicine 57 (1), 49--58, 2013
852013
Dominant Lyapunov exponent and approximate entropy in heart rate variability during emotional visual elicitation
G Valenza, P Allegrini, A Lanatą, EP Scilingo
Frontiers in neuroengineering 5, 3, 2012
842012
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
782016
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
782015
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
762013
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
642014
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
572012
Oscillations of heart rate and respiration synchronize during affective visual stimulation
G Valenza, A Lanata, EP Scilingo
IEEE Transactions on Information Technology in Biomedicine 16 (4), 683-690, 2012
552012
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
532015
Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment
G Valenza, L Citi, C Gentili, A Lanata, E Scilingo, R Barbieri
IEEE Journal of Biomedical and Health Informatics 19 (1), 263-274, 2015
532015
A novel EDA glove based on textile-integrated electrodes for affective computing
A Lanata, G Valenza, EP Scilingo
Medical & biological engineering & computing 50 (11), 1163-1172, 2012
522012
Inhomogeneous point-process entropy: An instantaneous measure of complexity in discrete systems
G Valenza, L Citi, EP Scilingo, R Barbieri
Physical Review E 89 (5), 052803, 2014
492014
Robust multiple cardiac arrhythmia detection through bispectrum analysis
A Lanata, G Valenza, C Mancuso, EP Scilingo
Expert Systems with Applications 38 (6), 6798-6804, 2011
492011
Improving emotion recognition systems by embedding cardiorespiratory coupling
G Valenza, A Lanatį, EP Scilingo
Physiological Measurement 34 (4), 449, 2013
482013
Daytime naps improve motor imagery learning
U Debarnot, E Castellani, G Valenza, L Sebastiani, A Guillot
Cognitive, Affective, & Behavioral Neuroscience 11 (4), 541-550, 2011
472011
Estimation of instantaneous complex dynamics through Lyapunov exponents: a study on heartbeat dynamics
G Valenza, L Citi, R Barbieri
Plos One 9 (8), e105622, 2014
432014
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Articles 1–20