@ARTICLE{
author={Sparacino Laura,Bara Chiara,Franzone I,Javorka Michal,Pernice Riccardo,Faes Luca},
year={2026},
title={Partial decomposition of information dynamics elicits unique and shared modes of cardiovascular and cardiorespiratory control in response to autonomic stressors},
journal={EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS},
volume={},
number={},
pages={-},
document_type={Article; Early Access},
} 

@ARTICLE{
author={Candia-Rivera Diego,Faes Luca,Fallani Fabrizio de Vico,Chavez Mario},
year={2026},
title={Measures and Models of Brain-Heart Interactions},
journal={IEEE REVIEWS IN BIOMEDICAL ENGINEERING},
volume={19},
number={},
pages={24-40},
document_type={Article},
} 

@ARTICLE{
author={Sparacino Laura,Pinto Helder,Bara Chiara,Antonacci Yuri,Pernice Riccardo,Rocha Ana Paula,Faes Luca},
year={2026},
title={Quantifying coupling and causality in dynamic bivariate systems: a unified framework for time-domain, spectral, and information-theoretic analysis},
journal={FRONTIERS IN NETWORK PHYSIOLOGY},
volume={5},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Lazic Ivan M,Bara Chiara,Iovino Marta,Stramaglia Sebastiano,Kasas-Lazetic Karolina K,Jakovljevic Niksa M,Faes Luca},
year={2026},
title={Information-theoretic quantification of high-order feature effects in classification problems},
journal={CHAOS SOLITONS & FRACTALS},
volume={204},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Pinto Helder,Antonacci Yuri,Bara Chiara,Pernice Riccardo,Lazic Ivan M,Faes Luca,Rocha Ana Paula},
year={2026},
title={Estimating the mutual information rate of short time series from coupled dynamic systems},
journal={COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION},
volume={152},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Ontivero-Ortega Marlis,Iovino Marta,Pernice Riccardo,Bara Chiara,Javorka Michal,Faes Luca,Stramaglia Sebastiano},
year={2025},
title={Assessment of sex-related differences in cardiovascular control using high-order feature importance},
journal={EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS},
volume={},
number={},
pages={-},
document_type={Article; Early Access},
} 

@ARTICLE{
author={Saputo Roberta,Pernice Riccardo,Sparacino Laura,Bari Vlasta,Gelpi Francesca,Porta Alberto,Faes Luca},
year={2025},
title={Assessment of cerebrovascular interactions and control in coronary artery disease patients undergoing anaesthesia through bivariate predictability measures},
journal={MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING},
volume={},
number={},
pages={-},
document_type={Article; Early Access},
} 

@ARTICLE{
author={Fruet Damiano,Bara Chiara,Pernice Riccardo,Iovino Marta,Faes Luca,Nollo Giandomenico},
year={2025},
title={A Signal Normalization Approach for Robust Driving Stress Assessment Using Multi-Domain Physiological Data},
journal={ENG},
volume={6},
number={11},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Faes Luca,Mijatovic Gorana B,Sparacino Laura,Porta Alberto},
year={2025},
title={Predictive Information Decomposition as a Tool to Quantify Emergent Dynamical Behaviors in Physiological Networks},
journal={IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING},
volume={72},
number={12},
pages={3515-3524},
document_type={Article},
} 

@ARTICLE{
author={Faes Luca,Sparacino Laura,Mijatovic Gorana B,Antonacci Yuri,Ricci Leonardo,Marinazzo Daniele,Stramaglia Sebastiano},
year={2025},
title={Partial Information Rate Decomposition},
journal={PHYSICAL REVIEW LETTERS},
volume={135},
number={18},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Sparacino Laura,Mijatovic Gorana B,Antonacci Yuri,Ricci Leonardo,Marinazzo Daniele,Stramaglia Sebastiano,Faes Luca},
year={2025},
title={Decomposing multivariate information rates in networks of random processes},
journal={PHYSICAL REVIEW E},
volume={112},
number={4},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Antonacci Yuri,Bara Chiara,Sparacino Laura,Mijatovic Gorana B,Minati Ludovico,Faes Luca},
year={2025},
title={A method for the time-frequency analysis of high-order interactions in non-stationary physiological networks},
journal={JOURNAL OF NEURAL ENGINEERING},
volume={22},
number={6},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Minati Ludovico,Sparacino Laura,Tegnitsap Joakim Vianney Ngamsa,Zhao Manyu,Fang Fanshu,Mijatovic Gorana B,Antonacci Yuri,Valdes-Sosa Pedro A,Ito Hiroyuki,Frasca Mattia,Faes Luca},
year={2025},
title={Spontaneous dynamical differentiation in an experimental network of single-transistor chaotic oscillators modeling a biological neuronal culture},
journal={CHAOS SOLITONS & FRACTALS},
volume={200},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Bojic Tijana,Faes Luca,Schulz Steffen,Stankovski Tomislav},
year={2025},
title={Editorial: Cardio-respiratory-brain integrative physiology: interactions, mechanisms, and methods for assessment},
journal={FRONTIERS IN COMPUTATIONAL NEUROSCIENCE},
volume={19},
number={},
pages={-},
document_type={Editorial Material},
} 

@ARTICLE{
author={Ontivero-Ortega Marlis,Mijatovic Gorana B,Faes Luca,Rosas Fernando E,Marinazzo Daniele,Stramaglia Sebastiano},
year={2025},
title={Localizing Synergies of Hidden Factors in Complex Systems: Resting Brain Networks and HeLa GeneExpression Profile as Case Studies},
journal={ENTROPY},
volume={27},
number={8},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Cairo Beatrice,Pernice Riccardo,Radovanovic Nikola N,Faes Luca,Porta Alberto,Platisa Mirjana M},
year={2025},
title={State Space Correspondence and Cross-Entropy Methods in the Assessment of Bidirectional Cardiorespiratory Coupling in Heart Failure},
journal={ENTROPY},
volume={27},
number={7},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Franzone Irene,Antonacci Yuri,Giuliano Fabrizio,Pernice Riccardo,Busacca Alessandro,Faes Luca,Giaconia Giuseppe Costantino},
year={2025},
title={Time-Resolved Information-Theoretic and Spectral Analysis of fNIRS Signals from Multi-Channel Prototypal Device},
journal={ENTROPY},
volume={27},
number={7},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Bara Chiara,Antonacci Yuri,Iovino Marta,Lazic Ivan M,Faes Luca},
year={2025},
title={Partial information decomposition for discrete target and continuous source random variables},
journal={PHYSICAL REVIEW E},
volume={112},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Mijatovic Gorana B,Stramaglia Sebastiano,Faes Luca},
year={2025},
title={A Model-Free Method to Quantify Memory Utilization in Neural Point Processes},
journal={IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING},
volume={72},
number={8},
pages={2532-2543},
document_type={Article},
} 

@ARTICLE{
author={Cernanova-Krohova Jana,Czippelova Barbora,Turianikova Zuzana,Kuricova Miriam,Tuzakova Jana,Cierny Daniel,Faes Luca,Javorka Michal},
year={2025},
title={Early impairment of two arms of the baroreflex response in young normotensive patients with obesity},
journal={PHYSIOLOGICAL MEASUREMENT},
volume={46},
number={7},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Pinto Helder,Antonacci Yuri,Mijatovic Gorana B,Sparacino Laura,Stramaglia Sebastiano,Faes Luca,Rocha Ana Paula},
year={2025},
title={Information-Theoretic Sequential Framework to Elicit Dynamic High-Order Interactions in High-Dimensional Network Processes},
journal={MATHEMATICS},
volume={13},
number={13},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Mijatovic Gorana B,Antonacci Yuri,Javorka Michal,Marinazzo Daniele,Stramaglia Sebastiano,Faes Luca},
year={2025},
title={Network Representation of Higher-Order Interactions Based on Information Dynamics},
journal={IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING},
volume={12},
number={3},
pages={1872-1884},
document_type={Article},
} 

@ARTICLE{
author={Ontivero Ortega Marlis,Faes Luca,Cortes Jesus M,Marinazzo Daniele,Stramaglia Sebastiano},
year={2025},
title={Assessing high-order effects in feature importance via predictability decomposition},
journal={PHYSICAL REVIEW E},
volume={111},
number={3},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Sparacino Laura,Antonacci Yuri,Mijatovic Gorana B,Faes Luca},
year={2025},
title={Measuring hierarchically-organized interactions in dynamic networks through spectral entropy rates: Theory, estimation, and illustrative application to physiological networks},
journal={NEUROCOMPUTING},
volume={630},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Iovino Marta,Lazic Ivan M,Loncar-Turukalo Tatjana G,Javorka Michal,Pernice Riccardo,Faes Luca},
year={2024},
title={Comparison of automatic and physiologically-based feature selection methods for classifying physiological stress using heart rate and pulse rate variability indices},
journal={PHYSIOLOGICAL MEASUREMENT},
volume={45},
number={11},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Mijatovic Gorana B,Sparacino Laura,Antonacci Yuri,Javorka Michal,Marinazzo Daniele,Stramaglia Sebastiano,Faes Luca},
year={2024},
title={Assessing High-Order Links in Cardiovascular and Respiratory Networks via Static and Dynamic Information Measures},
journal={IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY},
volume={5},
number={},
pages={846-858},
document_type={Article},
} 

@ARTICLE{
author={Lazic Ivan M,Mijatovic Gorana B,Iovino Marta,Loncar-Turukalo Tatjana G,Faes Luca},
year={2024},
title={A Classification Method based on Local Information and Nearest Neighbor Entropy Estimation},
journal={2024 IEEE 22ND MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, MELECON 2024},
volume={},
number={},
pages={311-316},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Antonacci Yuri,Sparacino Laura,Vergara Valeria R,Mijatovic Gorana B,Pernice Riccardo,Faes Luca},
year={2024},
title={Assessment of EEG Brain Dynamics in Time and Frequency Domains through Information-Theoretic Measures},
journal={2024 IEEE 22ND MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, MELECON 2024},
volume={},
number={},
pages={305-310},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Antonacci Yuri,Mijatovic Gorana B,Sparacino Laura,Valenti Simone,Sparacia Gianvincenzo,Marinazzo Daniele,Stramaglia Sebastiano,Faes Luca},
year={2024},
title={Measuring the Balance Between Synergy and Redundancy in Network Systems by Using Information Theory},
journal={MEDICON 2023 AND CMBEBIH 2023, VOL 1},
volume={93},
number={},
pages={145-154},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Iovino Marta,Lazic Ivan M,Loncar-Turukalo Tatjana G,Javorka Michal,Pernice Riccardo,Faes Luca},
year={2024},
title={Classification of Physiological States Through Machine Learning Algorithms Applied to Ultra-Short-Term Heart Rate and Pulse Rate Variability Indices on a Single-Feature Basis},
journal={MEDICON 2023 AND CMBEBIH 2023, VOL 1},
volume={93},
number={},
pages={114-124},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Pinto Helder,Lazic Ivan M,Antonacci Yuri,Pernice Riccardo,Gu Danlei,Bara Chiara,Faes Luca,Rocha Ana Paula},
year={2024},
title={Testing dynamic correlations and nonlinearity in bivariate time series through information measures and surrogate data analysis},
journal={FRONTIERS IN NETWORK PHYSIOLOGY},
volume={4},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Mijatovic Gorana B,Bara Chiara,Pernice Riccardo,Loncar-Turukalo Tatjana G,Nollo Giandomenico,Faes Luca},
year={2023},
title={Exploring the Short-Term Memory of Heart Rate Variability through Model-Free Information Measures},
journal={2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Faes Luca,Mijatovic Gorana B,Sparacino Laura,Antonacci Yuri,Marinazzo Daniele,Stramaglia Sebastiano},
year={2023},
title={Investigating Dynamic High-Order Interactions in Physiological Networks through Predictive Information Decomposition},
journal={2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Sparacino Laura,Faes Luca,Mijatovic Gorana B,Parla Giuseppe,Lo Re Vincenzina,Miraglia Roberto,De Goyet Jean de Ville,Sparacia Gianvincenzo},
year={2023},
title={Statistical Approaches to Identify Pairwise and High-Order Brain Functional Connectivity Signatures on a Single-Subject Basis},
journal={LIFE-BASEL},
volume={13},
number={10},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Platisa Mirjana M,Radovanovic Nikola N,Pernice Riccardo,Bara Chiara,Pavlovic Sinisa U,Faes Luca},
year={2023},
title={Information-Theoretic Analysis of Cardio-Respiratory Interactions in Heart Failure Patients: Effects of Arrhythmias and Cardiac Resynchronization Therapy},
journal={ENTROPY},
volume={25},
number={7},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Mijatovic Gorana B,Pernice Riccardo,Perinelli Alessio,Antonacci Yuri,Busacca Alessandro,Javorka Michal,Ricci Leonardo,Faes Luca},
year={2022},
title={Measuring the Rate of Information Exchange in Point-Process Data With Application to Cardiovascular Variability},
journal={FRONTIERS IN NETWORK PHYSIOLOGY},
volume={1},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Faes Luca,Mijatovic Gorana B,Antonacci Yuri,Pernice Riccardo,Bara Chiara,Sparacino Laura,Sammartino Marco,Porta Alberto,Marinazzo Daniele,Stramaglia Sebastiano},
year={2022},
title={A New Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Networks of Random Processes},
journal={IEEE TRANSACTIONS ON SIGNAL PROCESSING},
volume={70},
number={},
pages={5766-5777},
document_type={Article},
} 

@ARTICLE{
author={Mijatovic Gorana B,Bara Chiara,Loncar-Turukalo Tatjana G,Faes Luca},
year={2022},
title={A method to Quantify Memory Utilization of Heartbeat Dynamics in Continuous Time},
journal={2022 12TH CONFERENCE OF THE EUROPEAN STUDY GROUP ON CARDIOVASCULAR OSCILLATIONS (ESGCO)},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Pernice Riccardo,Lazic Ivan M,Bara Chiara,Sparacino Laura,Mijatovic Gorana B,Loncar-Turukalo Tatjana G,Faes Luca},
year={2022},
title={Assessment of Cardiorespiratory Interactions During Spontaneous and Controlled Breathing: Non-linear Model-free Analysis},
journal={2022 12TH CONFERENCE OF THE EUROPEAN STUDY GROUP ON CARDIOVASCULAR OSCILLATIONS (ESGCO)},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Faes Luca,Mijatovic Gorana B,Sparacino Laura,Pernice Riccardo,Antonacci Yuri,Porta Alberto,Stramaglia Sebastiano},
year={2022},
title={Quantifying High-Order Interactions in Cardiovascular and Cerebrovascular Networks},
journal={2022 12TH CONFERENCE OF THE EUROPEAN STUDY GROUP ON CARDIOVASCULAR OSCILLATIONS (ESGCO)},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Pernice Riccardo,Sparacino Laura,Bari Vlasta,Gelpi Francesca,Cairo Beatrice,Mijatovic Gorana B,Antonacci Yuri,Tonon Davide,Rossato Gianluca,Javorka Michal,Porta Alberto,Faes Luca},
year={2022},
title={Spectral decomposition of cerebrovascular and cardiovascular interactions in patients prone to postural syncope and healthy controls},
journal={AUTONOMIC NEUROSCIENCE-BASIC & CLINICAL},
volume={242},
number={},
pages={-},
document_type={Review},
} 

@ARTICLE{
author={Mijatovic Gorana B,Kljajic Dragan R,Kasas-Lazetic Karolina K,Milutinov Miodrag M,Stivala Salvatore,Busacca Alessandro,Cino Alfonso Carmelo,Stramaglia Sebastiano,Faes Luca},
year={2022},
title={Information Dynamics of Electric Field Intensity before and during the COVID-19 Pandemic},
journal={ENTROPY},
volume={24},
number={5},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Mijatovic Gorana B,Djuric Nikola M,Kljajic Dragan R,Milutinov Miodrag M,Kasas-Lazetic Karolina K,Stramaglia Sebastiano,Faes Luca},
year={2021},
title={Complexity and Nonlinearity Analysis of the Time Series of Electric Field Intensity},
journal={2021 29TH TELECOMMUNICATIONS FORUM (TELFOR)},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Mijatovic Gorana B,Antonacci Yuri,Faes Luca},
year={2021},
title={Measuring the Rate of Information Transfer in Point-Process Data: Application to Cardiovascular Interactions},
journal={2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)},
volume={},
number={},
pages={341-344},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Antonacci Yuri,Minati Ludovico,Mijatovic Gorana B,Faes Luca},
year={2021},
title={A new Framework for the Spectral Information Decomposition of Multivariate Gaussian Processes},
journal={2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)},
volume={},
number={},
pages={182-185},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Mijatovic Gorana B,Antonacci Yuri,Loncar-Turukalo Tatjana G,Minati Ludovico,Faes Luca},
year={2021},
title={An Information-Theoretic Framework to Measure the Dynamic Interaction Between Neural Spike Trains},
journal={IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING},
volume={68},
number={12},
pages={3471-3481},
document_type={Article},
} 

@ARTICLE{
author={Antonacci Yuri,Minati Ludovico,Nuzzi Davide,Mijatovic Gorana B,Pernice Riccardo,Marinazzo Daniele,Stramaglia Sebastiano,Faes Luca},
year={2021},
title={Measuring High-Order Interactions in Rhythmic Processes Through Multivariate Spectral Information Decomposition},
journal={IEEE ACCESS},
volume={9},
number={},
pages={149486-149505},
document_type={Article},
} 

@ARTICLE{
author={Faes Luca,Pernice Riccardo,Mijatovic Gorana B,Antonacci Yuri,Cernanova-Krohova Jana,Javorka Michal,Porta Alberto},
year={2021},
title={Information decomposition in the frequency domain: a new framework to study cardiovascular and cardiorespiratory oscillations},
journal={PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES},
volume={379},
number={2212},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Lazic Ivan M,Pernice Riccardo,Loncar-Turukalo Tatjana G,Mijatovic Gorana B,Faes Luca},
year={2021},
title={Assessment of Cardiorespiratory Interactions during Apneic Events in Sleep via Fuzzy Kernel Measures of Information Dynamics},
journal={ENTROPY},
volume={23},
number={6},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Mijatovic Gorana B,Loncar-Turukalo Tatjana G,Bozanic Nebojsa,Milosavljevic Nina,Storchi Riccardo,Faes Luca},
year={2021},
title={A Measure of Concurrent Neural Firing Activity Based on Mutual Information},
journal={NEUROINFORMATICS},
volume={19},
number={4},
pages={719-735},
document_type={Article},
} 

@ARTICLE{
author={Mijatovic Gorana B,Loncar-Turukalo Tatjana G,Bozanic Nebojsa,Faes Luca},
year={2020},
title={Information-theoretic characterization of concurrent activity of neural spike trains},
journal={28TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2020)},
volume={},
number={},
pages={925-929},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Lazic Ivan M,Loncar-Turukalo Tatjana G,Faes Luca},
year={2020},
title={Information-Theoretic Analysis of Cardiorespiratory Interactions During Apneic Events in Sleep},
journal={2020 11TH CONFERENCE OF THE EUROPEAN STUDY GROUP ON CARDIOVASCULAR OSCILLATIONS (ESGCO): COMPUTATION AND MODELLING IN PHYSIOLOGY NEW CHALLENGES AND OPPORTUNITIES},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
}