Luca Citi

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 30

Top Topics

Nonlinear Models

Temporal Lobe Epilepsy

Labeled Samples

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Saideh Ferdowsi, Dimitri Ognibene, Tom Foulsham, Alberto Greco, Alejandro Luis Callara, Sergio Cervera-Torres, Mariano Alcañiz, Nicola Vanello, Luca Citi
Human body odour modulates neural processing of faces: effective connectivity analysis using EEG. CBMS (2023)
Sergio Cervera-Torres, Maria Eleonora Minissi, Alberto Greco, Alejandro Luis Callara, Saideh Ferdowsi, Luca Citi, Luna Maddalon, Irene Alice Chicchi Giglioli, Mariano Alcañiz
Modulating Virtual Affective Elicitation by Human Body Odors: Advancing Research on Social Signal Processing in Virtual Reality. HCI (9) (2023)
Alejandro Luis Callara, Cinzia Cecchetto, Elisa Dal Bò, Luca Citi, Claudio Gentili, Nicola Vanello, Enzo Pasquale Scilingo, Alberto Greco
Human body odors of happiness and fear modulate the late positive potential component during neutral face processing: a preliminary ERP study on healthy subjects. EMBC (2022)
Michael Fairbank, Spyridon Samothrakis, Luca Citi
Deep Learning in Target Space. J. Mach. Learn. Res. 23 (2022)
Ekin Yagis, Alba Garcia Seco de Herrera, Luca Citi
Convolutional Autoencoder based Deep Learning Approach for Alzheimer's Disease Diagnosis using Brain MRI. CBMS (2021)
Saideh Ferdowsi, Dimitri Ognibene, Tom Foulsham, Vahid Abolghasemi, Wen Li, Luca Citi
Human Chemosignals Modulate Interactions Between Social and Emotional Brain Areas. BIBE (2020)
Ekin Yagis, Luca Citi, Stefano Diciotti, Chiara Marzi, Selamawet Workalemahu Atnafu, Alba Garcia Seco de Herrera
3D Convolutional Neural Networks for Diagnosis of Alzheimer's Disease via Structural MRI. CBMS (2020)
Gaetano Valenza, Francesco Faita, Luca Citi, J. Philip Saul, R. M. Bruno, Riccardo Barbieri
Validation of Sympathetic Activity Index From Heart Rate Variability series: A Preliminary Muscle Sympathetic Nerve Activity Study. CinC (2020)
Jacobo Fernández-Vargas, Davide Valeriani, Caterina Cinel, Nitin Sadras, Parima Ahmadipour, Maryam M. Shanechi, Luca Citi, Riccardo Poli
Confidence Prediction from EEG Recordings in a Multisensory Environment. ICBET (2020)
Mimma Nardelli, Luca Citi, Riccardo Barbieri, Gaetano Valenza
Intrinsic Complexity of Sympathetic and Parasympathetic Dynamics from HRV series: a Preliminary Study on Postural Changes. EMBC (2020)
Caterina Cinel, Jacobo Fernández-Vargas, Luca Citi, Riccardo Poli
Benefits of Multisensory Cues in a Realistic Target Discrimination Task. CogSIMA (2020)
Saugat Bhattacharyya, Davide Valeriani, Caterina Cinel, Luca Citi, Riccardo Poli
Target Detection in Video Feeds with Selected Dyads and Groups Assisted by Collaborative Brain-Computer Interfaces. NER (2019)
Sathish K. SankarPandi, Spyros Samothrakis, Luca Citi, Peter Brady
Active learning without unlabeled samples: generating questions and labels using Monte Carlo Tree Search. IEEE BigData (2019)
Ekin Yagis, Alba Garcia Seco de Herrera, Luca Citi
Generalization Performance of Deep Learning Models in Neurodegenerative Disease Classification. BIBM (2019)
Eirini Christinaki, Tasos Papastylianou, Riccardo Poli, Luca Citi
Parametric Transfer Learning Based on the Fisher Divergence for Well-Being Prediction. BIBE (2019)
Saugat Bhattacharyya, Davide Valeriani, Caterina Cinel, Luca Citi, Riccardo Poli
Collaborative Brain-Computer Interfaces to Enhance Group Decisions in an Outpost Surveillance Task. EMBC (2019)
Ana Matran-Fernandez, Enzo Mastinu, Riccardo Poli, Max Ortiz-Catalan, Luca Citi
Crosstalk Reduction in Epimysial EMG Recordings from Transhumeral Amputees with Principal Component Analysis. EMBC (2018)
Eirini Christinaki, Riccardo Poli, Luca Citi
Bayesian Transfer Learning for the Prediction of Self-reported Well-being Scores. EMBC (2018)
Gaetano Valenza, Luca Faes, Luca Citi, Michele Orini, Riccardo Barbieri
Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardiorespiratory Nonstationary Dynamics. IEEE Trans. Biomed. Eng. 65 (5) (2018)
Gaetano Valenza, Luca Citi, Philip Saul, Riccardo Barbieri
ECG-Derived Sympathetic and Parasympathetic Nervous System Dynamics: A Congestive Heart Failure Study. CinC (2018)
Gaetano Valenza, Luca Citi, Vegard Bruun Wyller, Riccardo Barbieri
ECG-Derived Sympathetic and Parasympathetic Activity in the Healthy: an Early Lower-Body Negative Pressure Study Using Adaptive Kalman Prediction. EMBC (2018)
Xinyang Li, Riccardo Poli, Gaetano Valenza, Enzo Pasquale Scilingo, Luca Citi
Self-reported well-being score modelling and prediction: Proof-of-concept of an approach based on linear dynamic systems. EMBC (2017)
Dino Stephen Ratcliffe, Sam Devlin, Udo Kruschwitz, Luca Citi
Clyde: A Deep Reinforcement Learning DOOM Playing Agent. AAAI Workshops (2017)
Alberto Greco, Andrea Guidi, Federica Felici, Andrea Leo, Emiliano Ricciardi, Matteo Bianchi, Antonio Bicchi, Luca Citi, Gaetano Valenza, Enzo Pasquale Scilingo
Muscle fatigue assessment through electrodermal activity analysis during isometric contraction. EMBC (2017)
Alberto Greco, Gaetano Valenza, Mimma Nardelli, Matteo Bianchi, Luca Citi, Enzo Pasquale Scilingo
Force-Velocity Assessment of Caress-Like Stimuli Through the Electrodermal Activity Processing: Advantages of a Convex Optimization Approach. IEEE Trans. Hum. Mach. Syst. 47 (1) (2017)
Stefano Ciulli, Luca Citi, Emilia Salvadori, Raffaella Valenti, Anna Poggesi, Domenico Inzitari, Mario Mascalchi, Nicola Toschi, Leonardo Pantoni, Stefano Diciotti
Prediction of Impaired Performance in Trail Making Test in MCI Patients With Small Vessel Disease Using DTI Data. IEEE J. Biomed. Health Informatics 20 (4) (2016)
Alberto Greco, Gaetano Valenza, Antonio Lanatà, Enzo Pasquale Scilingo, Luca Citi
cvxEDA: A Convex Optimization Approach to Electrodermal Activity Processing. IEEE Trans. Biomed. Eng. 63 (4) (2016)
Gaetano Valenza, Andrea Romigi, Luca Citi, Fabio Placidi, Francesca Izzi, Maria Albanese, Enzo Pasquale Scilingo, Maria Grazia Marciani, Andrea Duggento, Maria Guerrisi, Nicola Toschi, Riccardo Barbieri
Predicting seizures in untreated temporal lobe epilepsy using point-process nonlinear models of heartbeat dynamics. EMBC (2016)
Gaetano Valenza, Luca Citi, Riccardo Barbieri
Disentanglement of sympathetic and parasympathetic activity by instantaneous analysis of human heartbeat dynamics. EMBC (2016)
Gaetano Valenza, Stefano Orsolini, Stefano Diciotti, Luca Citi, Enzo Pasquale Scilingo, Maria Guerrisi, Sabrina Danti, Claudio Lucetti, Carlo Tessa, Riccardo Barbieri, Nicola Toschi
Assessment of spontaneous cardiovascular oscillations in Parkinson's disease. Biomed. Signal Process. Control. 26 (2016)
Riccardo Barbieri, Gaetano Valenza, Luca Citi, Fabio Placidi, Francesca Izzi, Maria Albanese, Maria Grazia Marciani, Maria Guerrisi, Andrea Romigi, Nicola Toschi
Lower Instantaneous Entropy of Heartbeat Dynamics during Seizures in Untreated Temporal Lobe Epilepsy. CinC (2015)
Gaetano Valenza, Luca Faes, Luca Citi, Michele Orini, Riccardo Barbieri
Instantaneous transfer entropy for the study of cardio-respiratory dynamics. EMBC (2015)
Luca Citi
A simple yet efficient algorithm for multiple kernel learning under elastic-net constraints. CoRR (2015)
Roberta Sclocco, Luca Citi, Ronald G. García, Sergio Cerutti, Anna M. Bianchi, Braden Kuo, Vitaly Napadow, Riccardo Barbieri
Combining sudomotor nerve impulse estimation with fMRI to investigate the central sympathetic response to nausea. EMBC (2015)
Gaetano Valenza, Luca Citi, Claudio Gentili, Antonio Lanatà, Enzo Pasquale Scilingo, Riccardo Barbieri
Characterization of Depressive States in Bipolar Patients Using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment. IEEE J. Biomed. Health Informatics 19 (1) (2015)
Luca Citi, Claudia Olariu, Riccardo Barbieri
A LightWAVE Client for Semi-automated Annotation of Heart Beats from ECG Time Series. CinC (2015)
Alberto Greco, Antonio Lanatà, Gaetano Valenza, Enzo Pasquale Scilingo, Luca Citi
Electrodermal activity processing: A convex optimization approach. EMBC (2014)
Riccardo Barbieri, Gaetano Valenza, Luca Citi, Maria Guerrisi, Stefano Orsolini, Carlo Tessa, Stefano Diciotti, Nicola Toschi
Lower Instantaneous Entropy of Heartbeat Dynamics Characterizes Cognitive Impairment in Parkinson's Disease. CinC (2014)
Luca Citi, Giulia Guffanti, Luca T. Mainardi
Rank-based Multi-Scale Entropy Analysis of Heart Rate Variability. CinC (2014)
Gaetano Valenza, Luca Citi, Enzo Pasquale Scilingo, Riccardo Barbieri
Tracking instantaneous entropy in heartbeat dynamics through inhomogeneous point-process nonlinear models. EMBC (2014)
Gaetano Valenza, Michele Orini, Luca Citi, Ana Mincholé, Esther Pueyo, Pablo Laguna, Riccardo Barbieri
Assessing real-time RR-QT frequency-domain measures of coupling and causality through inhomogeneous point-process bivariate models. EMBC (2014)
Gaetano Valenza, Luca Citi, Enzo Pasquale Scilingo, Riccardo Barbieri
Assessment of Dynamic Autonomic Changes with Posture using Instantaneous Entropy Measures. CinC (2014)
Anton Burykin, Madalena Costa, Luca Citi, Ary L. Goldberger
Dynamical density delay maps: simple, new method for visualising the behaviour of complex systems. BMC Medical Informatics Decis. Mak. 14 (2014)
Gaetano Valenza, Luca Citi, Riccardo Barbieri
Assessment of gait nonlinear dynamics by inhomogeneous point-process models. EMBC (2014)
Luca Citi, Demba E. Ba, Emery N. Brown, Riccardo Barbieri
Likelihood Methods for Point Processes with Refractoriness. Neural Comput. 26 (2) (2014)
Gaetano Valenza, Luca Citi, Riccardo Barbieri
Instantaneous nonlinear assessment of complex cardiovascular dynamics by laguerre-volterra point process models. EMBC (2013)
Michele Orini, Luca Citi, Ben M. Hanson, Peter Taggart, Pier D. Lambiase
Characterize the Causal Interactions Between Depolarization and Repolarization Temporal Changes in Unipolar Electrograms. CinC (2013)
Gaetano Valenza, Luca Citi, Enzo Pasquale Scilingo, Riccardo Barbieri
Point-Process Nonlinear Models With Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics. IEEE Trans. Signal Process. 61 (11) (2013)
Gaetano Valenza, Luca Citi, Antonio Lanatà, Enzo Pasquale Scilingo, Riccardo Barbieri
A nonlinear heartbeat dynamics model approach for personalized emotion recognition. EMBC (2013)
Riccardo Barbieri, Luca Citi, Gaetano Valenza, Maria Guerrisi, Stefano Orsolini, Carlo Tessa, Stefano Diciotti, Nicola Toschi
Increased Instability of Heartbeat Dynamics in Parkinson's Disease. CinC (2013)
Michele Orini, Luca Citi, Riccardo Barbieri
Bivariate point process modeling and joint non-stationary analysis of pulse transit time and heart period. EMBC (2012)
Luca Citi, Gaetano Valenza, Patrick L. Purdon, Emery N. Brown, Riccardo Barbieri
Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent. EMBC (2012)
Gaetano Valenza, Luca Citi, Enzo Pasquale Scilingo, Riccardo Barbieri
Using Laguerre expansion within point-process models of heartbeat dynamics: A comparative study. EMBC (2012)
Luca Citi, Emery N. Brown, Riccardo Barbieri
A Real-Time Automated Point-Process Method for the Detection and Correction of Erroneous and Ectopic Heartbeats. IEEE Trans. Biomed. Eng. 59 (10) (2012)
Luca Citi, Gaetano Valenza, Riccardo Barbieri
Instantaneous estimation of high-order nonlinear heartbeat dynamics by Lyapunov exponents. EMBC (2012)
Zhe Chen, Luca Citi, Patrick L. Purdon, Emery N. Brown, Riccardo Barbieri
Instantaneous assessment of autonomic cardiovascular control during general anesthesia. EMBC (2011)
Robert J. Ellis, Luca Citi, Riccardo Barbieri
A point process approach for analyzing gait variability dynamics. EMBC (2011)
Jacopo Carpaneto, Annarita Cutrone, Silvia Bossi, Pier Nicola Sergi, Luca Citi, Jacopo Rigosa, Paolo Maria Rossini, Silvestro Micera
Activities on PNS neural interfaces for the control of hand prostheses. EMBC (2011)
Luca Citi, Milan Djilas, Christine Azevedo-Coste, Ken Yoshida, Emery N. Brown, Riccardo Barbieri
Point-process analysis of neural spiking activity of muscle spindles recorded from thin-film longitudinal intrafascicular electrodes. EMBC (2011)
Luca Citi, Matt T. Bianchi, Elizabeth B. Klerman, Riccardo Barbieri
Instantaneous monitoring of sleep fragmentation by point process heart rate variability and respiratory dynamics. EMBC (2011)
Silvestro Micera, Luca Citi, Jacopo Rigosa, Jacopo Carpaneto, Stanisa Raspopovic, Giovanni Di Pino, Luca Rossini, Ken Yoshida, Luca Denaro, Paolo Dario, Paolo Maria Rossini
Decoding Information From Neural Signals Recorded Using Intraneural Electrodes: Toward the Development of a Neurocontrolled Hand Prosthesis. Proc. IEEE 98 (3) (2010)
Riccardo Poli, Nicholas Freitag McPhee, Luca Citi, Ellery Fussell Crane
Memory with Memory in Tree-Based Genetic Programming. EuroGP (2009)
Riccardo Poli, Luca Citi, Francisco Sepulveda, Caterina Cinel
Analogue evolutionary brain computer interfaces [Application Notes]. IEEE Comput. Intell. Mag. 4 (4) (2009)
Riccardo Poli, Caterina Cinel, Luca Citi, Francisco Sepulveda
Evolutionary Brain Computer Interfaces. EvoWorkshops (2007)
Silvestro Micera, Pier Nicola Sergi, Jacopo Carpaneto, Luca Citi, Silvia Bossi, Klaus Peter Koch, Klaus-Peter Hoffmann, Arianna Menciassi, Ken Yoshida, Paolo Dario
Experiments on the development and use of a new generation of intra-neural electrodes to control robotic devices. EMBC (2006)